Machine Learning Engineer
1,083 jobs · 162 sub-roles · 17 countries
Top Skills
% of postings mentioning each skill
| # | Skill | Category | Prevalence | Jobs |
|---|---|---|---|---|
| 1 | Python | Language | 74.2% | 804 |
| 2 | PyTorch | AI/ML Framework | 30.5% | 330 |
| 3 | SQL | Language | 24.8% | 269 |
| 4 | AWS | Cloud / Platform | 24.7% | 268 |
| 5 | TensorFlow | AI/ML Framework | 23.1% | 250 |
| 6 | Docker | Containers / Orchestration | 21.2% | 230 |
| 7 | Kubernetes | Containers / Orchestration | 17.5% | 189 |
| 8 | Azure | Cloud / Platform | 15.3% | 166 |
| 9 | scikit-learn | AI/ML Framework | 11.9% | 129 |
| 10 | GCP | Cloud / Platform | 11.4% | 124 |
| 11 | Java | Language | 9.4% | 102 |
| 12 | CI/CD | DevOps / CI/CD | 9.4% | 102 |
| 13 | LangChain | Framework / Library | 9.2% | 100 |
| 14 | Airflow | Developer Tool | 9.0% | 98 |
| 15 | Databricks | Data Platform | 8.9% | 96 |
| 16 | C++ | Language | 8.9% | 96 |
| 17 | Terraform | DevOps / CI/CD | 8.8% | 95 |
| 18 | Git | Developer Tool | 8.8% | 95 |
| 19 | Spark | Data Platform | 8.1% | 88 |
| 20 | LLMs | AI/ML Concept | 7.9% | 86 |
| 21 | MLflow | AI/ML Framework | 7.4% | 80 |
| 22 | Pandas | Framework / Library | 6.8% | 74 |
| 23 | MLOps | DevOps / CI/CD | 6.4% | 69 |
| 24 | Snowflake | Database | 5.3% | 57 |
| 25 | RAG | AI/ML Concept | 4.8% | 52 |
| 26 | PySpark | Framework / Library | 4.8% | 52 |
| 27 | NumPy | Framework / Library | 4.8% | 52 |
| 28 | R | Language | 4.4% | 48 |
| 29 | JavaScript | Language | 4.3% | 47 |
| 30 | Linux | Operating System | 4.2% | 46 |
| 31 | FastAPI | Framework / Library | 4.2% | 46 |
| 32 | TypeScript | Language | 4.1% | 44 |
| 33 | LangGraph | Framework / Library | 4.1% | 44 |
| 34 | React | Framework / Library | 4.0% | 43 |
| 35 | PostgreSQL | Database | 4.0% | 43 |
| 36 | Kafka | Message Broker | 4.0% | 43 |
| 37 | machine learning | AI/ML Concept | 3.8% | 41 |
| 38 | Go | Language | 3.8% | 41 |
| 39 | dbt | Developer Tool | 3.6% | 39 |
| 40 | Vertex AI | AI/ML Framework | 3.5% | 38 |
| 41 | SageMaker | Cloud / Platform | 3.3% | 36 |
| 42 | BigQuery | Database | 3.2% | 35 |
| 43 | Rust | Language | 3.1% | 34 |
| 44 | Scala | Language | 3.0% | 33 |
| 45 | LlamaIndex | Framework / Library | 3.0% | 33 |
| 46 | Power BI | Data Platform | 3.0% | 32 |
| 47 | Tableau | Data Platform | 2.9% | 31 |
| 48 | Hugging Face | AI/ML Framework | 2.9% | 31 |
| 49 | Google Cloud Platform | Cloud / Platform | 2.9% | 31 |
| 50 | REST | Protocol / API / Standard | 2.8% | 30 |
| 51 | Keras | AI/ML Framework | 2.8% | 30 |
| 52 | GitHub Actions | DevOps / CI/CD | 2.8% | 30 |
| 53 | CUDA | AI/ML Framework | 2.8% | 30 |
| 54 | Transformers | Framework / Library | 2.7% | 29 |
| 55 | Node.js | Framework / Library | 2.7% | 29 |
| 56 | Kubeflow | AI/ML Framework | 2.7% | 29 |
| 57 | deep learning | AI/ML Concept | 2.4% | 26 |
| 58 | JAX | Framework / Library | 2.4% | 26 |
| 59 | Azure ML | Cloud / Platform | 2.4% | 26 |
| 60 | Jenkins | DevOps / CI/CD | 2.2% | 24 |
| 61 | C# | Language | 2.2% | 24 |
| 62 | XGBoost | Framework / Library | 2.1% | 23 |
| 63 | Lambda | Cloud / Platform | 2.1% | 23 |
| 64 | Hadoop | Data Platform | 2.0% | 22 |
| 65 | Grafana | Developer Tool | 2.0% | 22 |
| 66 | Bash | Language | 1.9% | 21 |
| 67 | reinforcement learning | AI/ML Concept | 1.8% | 20 |
| 68 | Prometheus | Developer Tool | 1.8% | 19 |
| 69 | MongoDB | Database | 1.8% | 19 |
| 70 | Elasticsearch | Database | 1.8% | 19 |
| 71 | AWS Bedrock | Cloud / Platform | 1.8% | 19 |
| 72 | vector databases | Database | 1.6% | 17 |
| 73 | Ray | Framework / Library | 1.6% | 17 |
| 74 | REST APIs | Protocol / API / Standard | 1.6% | 17 |
| 75 | NLP | AI/ML Concept | 1.6% | 17 |
| 76 | MySQL | Database | 1.6% | 17 |
| 77 | vLLM | AI/ML Framework | 1.5% | 16 |
| 78 | retrieval-augmented generation (RAG) | AI/ML Concept | 1.5% | 16 |
| 79 | computer vision | AI/ML Concept | 1.5% | 16 |
| 80 | TensorRT | Framework / Library | 1.5% | 16 |
| 81 | Pinecone | Database | 1.5% | 16 |
| 82 | Large Language Models | AI/ML Concept | 1.5% | 16 |
| 83 | C | Language | 1.5% | 16 |
| 84 | Angular | Framework / Library | 1.5% | 16 |
| 85 | SciPy | Framework / Library | 1.4% | 15 |
| 86 | GitHub | Developer Tool | 1.4% | 15 |
| 87 | Generative AI | AI/ML Concept | 1.4% | 15 |
| 88 | NoSQL | Database | 1.3% | 14 |
| 89 | Flask | Framework / Library | 1.3% | 14 |
| 90 | CrewAI | Framework / Library | 1.3% | 14 |
| 91 | Azure OpenAI | Cloud / Platform | 1.3% | 14 |
| 92 | RESTful APIs | Protocol / API / Standard | 1.2% | 13 |
| 93 | CloudFormation | DevOps / CI/CD | 1.2% | 13 |
| 94 | Azure DevOps | DevOps / CI/CD | 1.2% | 13 |
| 95 | Ansible | DevOps / CI/CD | 1.2% | 13 |
| 96 | Weights & Biases | Developer Tool | 1.1% | 12 |
| 97 | S3 | Cloud / Platform | 1.1% | 12 |
| 98 | Microsoft Azure | Cloud / Platform | 1.1% | 12 |
| 99 | Looker | Data Platform | 1.1% | 12 |
| 100 | Cloud Run | Cloud / Platform | 1.1% | 12 |
| 101 | C/C++ | Language | 1.1% | 12 |
| 102 | gRPC | Protocol / API / Standard | 1.0% | 11 |
| 103 | OpenCV | Framework / Library | 1.0% | 11 |
| 104 | Matplotlib | Framework / Library | 1.0% | 11 |
| 105 | DevOps | DevOps / CI/CD | 1.0% | 11 |
| 106 | Delta Lake | Data Platform | 1.0% | 11 |
| 107 | Azure Data Factory | Cloud / Platform | 1.0% | 11 |
| 108 | microservices | Architecture | 0.9% | 10 |
| 109 | Redshift | Database | 0.9% | 10 |
| 110 | Redis | Database | 0.9% | 10 |
| 111 | Prefect | DevOps / CI/CD | 0.9% | 10 |
| 112 | ONNX | Framework / Library | 0.9% | 10 |
| 113 | Infrastructure as Code | DevOps / CI/CD | 0.9% | 10 |
| 114 | GitLab CI | DevOps / CI/CD | 0.9% | 10 |
| 115 | Django | Framework / Library | 0.9% | 10 |
| 116 | Azure AI Foundry | Cloud / Platform | 0.9% | 10 |
| 117 | .NET | Framework / Library | 0.9% | 10 |
| 118 | prompt engineering | AI/ML Concept | 0.8% | 9 |
| 119 | containers | Containers / Orchestration | 0.8% | 9 |
| 120 | Ruby | Language | 0.8% | 9 |
| 121 | OpenShift | Containers / Orchestration | 0.8% | 9 |
| 122 | OpenAI | AI/ML Framework | 0.8% | 9 |
| 123 | Next.js | Framework / Library | 0.8% | 9 |
| 124 | MATLAB | Framework / Library | 0.8% | 9 |
| 125 | Kotlin | Language | 0.8% | 9 |
| 126 | HTML | Protocol / API / Standard | 0.8% | 9 |
| 127 | GraphQL | Protocol / API / Standard | 0.8% | 9 |
| 128 | GenAI | AI/ML Concept | 0.8% | 9 |
| 129 | DynamoDB | Database | 0.8% | 9 |
| 130 | API | Protocol / API / Standard | 0.8% | 9 |
| 131 | Weaviate | Database | 0.7% | 8 |
| 132 | SQL Server | Database | 0.7% | 8 |
| 133 | RLHF | AI/ML Concept | 0.7% | 8 |
| 134 | OpenSearch | Database | 0.7% | 8 |
| 135 | Model Context Protocol | Protocol / API / Standard | 0.7% | 8 |
| 136 | LightGBM | AI/ML Framework | 0.7% | 8 |
| 137 | Helm | Containers / Orchestration | 0.7% | 8 |
| 138 | Fabric | Data Platform | 0.7% | 8 |
| 139 | Datadog | Developer Tool | 0.7% | 8 |
| 140 | vector search | Technical Capability | 0.6% | 7 |
| 141 | distributed systems | Architecture | 0.6% | 7 |
| 142 | Streamlit | Framework / Library | 0.6% | 7 |
| 143 | PHP | Language | 0.6% | 7 |
| 144 | Oracle | Database | 0.6% | 7 |
| 145 | Golang | Language | 0.6% | 7 |
| 146 | GitLab | DevOps / CI/CD | 0.6% | 7 |
| 147 | Fivetran | Data Platform | 0.6% | 7 |
| 148 | Feast | Developer Tool | 0.6% | 7 |
| 149 | EC2 | Cloud / Platform | 0.6% | 7 |
| 150 | Dagster | Developer Tool | 0.6% | 7 |
| 151 | DVC | Developer Tool | 0.6% | 7 |
| 152 | Claude Code | AI/ML Framework | 0.6% | 7 |
| 153 | ChatGPT | AI/ML Framework | 0.6% | 7 |
| 154 | CSS | Protocol / API / Standard | 0.6% | 7 |
| 155 | ArgoCD | DevOps / CI/CD | 0.6% | 7 |
| 156 | Agile | Methodology | 0.6% | 7 |
| 157 | AWS SageMaker | AI/ML Framework | 0.6% | 7 |
| 158 | Triton | Developer Tool | 0.6% | 6 |
| 159 | Seaborn | Framework / Library | 0.6% | 6 |
| 160 | SGLang | AI/ML Framework | 0.6% | 6 |
| 161 | RabbitMQ | Message Broker | 0.6% | 6 |
| 162 | Neo4j | Database | 0.6% | 6 |
| 163 | Kinesis | Message Broker | 0.6% | 6 |
| 164 | K8s | Containers / Orchestration | 0.6% | 6 |
| 165 | Jira | Developer Tool | 0.6% | 6 |
| 166 | JSON | Protocol / API / Standard | 0.6% | 6 |
| 167 | Hive | Data Platform | 0.6% | 6 |
| 168 | Gemini | AI/ML Framework | 0.6% | 6 |
| 169 | GKE | Containers / Orchestration | 0.6% | 6 |
| 170 | Flink | Framework / Library | 0.6% | 6 |
| 171 | ECS | Containers / Orchestration | 0.6% | 6 |
| 172 | Dask | Framework / Library | 0.6% | 6 |
| 173 | ClickHouse | Database | 0.6% | 6 |
| 174 | API Gateway | Cloud / Platform | 0.6% | 6 |
| 175 | AI/ML | AI/ML Concept | 0.6% | 6 |
| 176 | .NET Core | Framework / Library | 0.6% | 6 |
| 177 | pgvector | Database | 0.5% | 5 |
| 178 | data engineering | Technical Capability | 0.5% | 5 |
| 179 | Sklearn | Framework / Library | 0.5% | 5 |
| 180 | Semantic Kernel | AI/ML Framework | 0.5% | 5 |
| 181 | SAS | Language | 0.5% | 5 |
| 182 | ROS | Embedded / Hardware | 0.5% | 5 |
| 183 | Pytest | Developer Tool | 0.5% | 5 |
| 184 | Pulumi | DevOps / CI/CD | 0.5% | 5 |
| 185 | Pub/Sub | Message Broker | 0.5% | 5 |
| 186 | PowerShell | Language | 0.5% | 5 |
| 187 | Polars | Framework / Library | 0.5% | 5 |
| 188 | OpenTelemetry | Developer Tool | 0.5% | 5 |
| 189 | MCP | Protocol / API / Standard | 0.5% | 5 |
| 190 | LoRA | AI/ML Framework | 0.5% | 5 |
| 191 | Jupyter Notebooks | Developer Tool | 0.5% | 5 |
| 192 | IAM | Security / Networking | 0.5% | 5 |
| 193 | Google Cloud | Cloud / Platform | 0.5% | 5 |
| 194 | GitHub Copilot | Developer Tool | 0.5% | 5 |
| 195 | FAISS | Database | 0.5% | 5 |
| 196 | ETL | Data Platform | 0.5% | 5 |
| 197 | ELK | DevOps / CI/CD | 0.5% | 5 |
| 198 | DeepEval | AI/ML Framework | 0.5% | 5 |
| 199 | Cypress | Developer Tool | 0.5% | 5 |
| 200 | Cassandra | Database | 0.5% | 5 |
| 201 | CNNs | AI/ML Concept | 0.5% | 5 |
| 202 | Bicep | Developer Tool | 0.5% | 5 |
| 203 | Azure Functions | Cloud / Platform | 0.5% | 5 |
| 204 | AutoGen | Framework / Library | 0.5% | 5 |
| 205 | Apache Kafka | Message Broker | 0.5% | 5 |
| 206 | Alteryx | Developer Tool | 0.5% | 5 |
| 207 | statistics | AI/ML Concept | 0.4% | 4 |
| 208 | spaCy | AI/ML Framework | 0.4% | 4 |
| 209 | diffusion models | AI/ML Concept | 0.4% | 4 |
| 210 | Windows | Operating System | 0.4% | 4 |
| 211 | Vue.js | Framework / Library | 0.4% | 4 |
| 212 | Vercel | Cloud / Platform | 0.4% | 4 |
| 213 | Unix | Operating System | 0.4% | 4 |
| 214 | Unity Catalog | Data Platform | 0.4% | 4 |
| 215 | Unity | Framework / Library | 0.4% | 4 |
| 216 | TorchServer | DevOps / CI/CD | 0.4% | 4 |
| 217 | TDD | Methodology | 0.4% | 4 |
| 218 | Statsmodels | Framework / Library | 0.4% | 4 |
| 219 | Spring Boot | Framework / Library | 0.4% | 4 |
| 220 | Spark ML | AI/ML Framework | 0.4% | 4 |
| 221 | Slurm | Developer Tool | 0.4% | 4 |
| 222 | Selenium | Developer Tool | 0.4% | 4 |
| 223 | Sci-kit | AI/ML Framework | 0.4% | 4 |
| 224 | Prophet | Framework / Library | 0.4% | 4 |
| 225 | Plotly | Framework / Library | 0.4% | 4 |
| 226 | Playwright | Developer Tool | 0.4% | 4 |
| 227 | OpenAPI | Cloud / Platform | 0.4% | 4 |
| 228 | OAuth 2.0 | Protocol / API / Standard | 0.4% | 4 |
| 229 | ML | AI/ML Concept | 0.4% | 4 |
| 230 | HBase | Database | 0.4% | 4 |
| 231 | EKS | Cloud / Platform | 0.4% | 4 |
| 232 | Cursor | Developer Tool | 0.4% | 4 |
| 233 | CI/CD pipelines | DevOps / CI/CD | 0.4% | 4 |
| 234 | Blazor | Framework / Library | 0.4% | 4 |
| 235 | Azure Machine Learning | AI/ML Framework | 0.4% | 4 |
| 236 | AutoCAD | Developer Tool | 0.4% | 4 |
| 237 | A/B testing | Methodology | 0.4% | 4 |
| 238 | transformer architectures | AI/ML Concept | 0.3% | 3 |
| 239 | neural networks | AI/ML Concept | 0.3% | 3 |
| 240 | natural language processing | AI/ML Concept | 0.3% | 3 |
| 241 | n8n | Developer Tool | 0.3% | 3 |
| 242 | gradient-boosting | AI/ML Concept | 0.3% | 3 |
| 243 | VPC | Security / Networking | 0.3% | 3 |
| 244 | VLMs | AI/ML Concept | 0.3% | 3 |
| 245 | Teradata | Database | 0.3% | 3 |
| 246 | TensorRT-LLM | AI/ML Framework | 0.3% | 3 |
| 247 | Temporal | Developer Tool | 0.3% | 3 |
| 248 | Tecton | Developer Tool | 0.3% | 3 |
| 249 | Synapse | Data Platform | 0.3% | 3 |
| 250 | Step Functions | Cloud / Platform | 0.3% | 3 |
| 251 | SolidWorks | Developer Tool | 0.3% | 3 |
| 252 | Shell | Language | 0.3% | 3 |
| 253 | Scrum | Methodology | 0.3% | 3 |
| 254 | SVN | Developer Tool | 0.3% | 3 |
| 255 | SQS | Message Broker | 0.3% | 3 |
| 256 | Ruby on Rails | Framework / Library | 0.3% | 3 |
| 257 | ROS2 | Framework / Library | 0.3% | 3 |
| 258 | Qlik | Data Platform | 0.3% | 3 |
| 259 | PydanticAI | Framework / Library | 0.3% | 3 |
| 260 | Power Platform | Developer Tool | 0.3% | 3 |
| 261 | Postman | Developer Tool | 0.3% | 3 |
| 262 | PostGIS | Database | 0.3% | 3 |
| 263 | Palantir | Data Platform | 0.3% | 3 |
| 264 | PEFT | AI/ML Concept | 0.3% | 3 |
| 265 | OpenAI API | Protocol / API / Standard | 0.3% | 3 |
| 266 | OR-Tools | Framework / Library | 0.3% | 3 |
| 267 | ONNX Runtime | Framework / Library | 0.3% | 3 |
| 268 | Milvus | Database | 0.3% | 3 |
| 269 | Microsoft Fabric | Data Platform | 0.3% | 3 |
| 270 | Learn-to-Rank | AI/ML Concept | 0.3% | 3 |
| 271 | LangSmith | AI/ML Framework | 0.3% | 3 |
| 272 | Lakehouse | Database | 0.3% | 3 |
| 273 | LLM | AI/ML Framework | 0.3% | 3 |
| 274 | Jupyter | Developer Tool | 0.3% | 3 |
| 275 | Glue | Data Platform | 0.3% | 3 |
| 276 | GCS | Cloud / Platform | 0.3% | 3 |
| 277 | FSDP | Framework / Library | 0.3% | 3 |
| 278 | ETL/ELT | Data Platform | 0.3% | 3 |
| 279 | DuckDB | Database | 0.3% | 3 |
| 280 | DeepSpeed | Framework / Library | 0.3% | 3 |
| 281 | DSPy | AI/ML Framework | 0.3% | 3 |
| 282 | Copilot Studio | AI/ML Framework | 0.3% | 3 |
| 283 | Conda | Developer Tool | 0.3% | 3 |
| 284 | ClearML | AI/ML Framework | 0.3% | 3 |
| 285 | Celery | Framework / Library | 0.3% | 3 |
| 286 | CMake | Developer Tool | 0.3% | 3 |
| 287 | CDK | DevOps / CI/CD | 0.3% | 3 |
| 288 | BERT | AI/ML Framework | 0.3% | 3 |
| 289 | Azure Fabric | Cloud / Platform | 0.3% | 3 |
| 290 | Argo Workflows | DevOps / CI/CD | 0.3% | 3 |
| 291 | Apache Flink | Framework / Library | 0.3% | 3 |
| 292 | Apache Beam | Framework / Library | 0.3% | 3 |
| 293 | Android | Operating System | 0.3% | 3 |
| 294 | Agile/Scrum | Methodology | 0.3% | 3 |
| 295 | AKS | Containers / Orchestration | 0.3% | 3 |
| 296 | AI | Technical Capability | 0.3% | 3 |
| 297 | version control | Developer Tool | 0.2% | 2 |
| 298 | uvicorn | Framework / Library | 0.2% | 2 |
| 299 | system design | Architecture | 0.2% | 2 |
| 300 | self-supervised learning | AI/ML Concept | 0.2% | 2 |
| 301 | medallion-architecturen | Architecture | 0.2% | 2 |
| 302 | llama.cpp | AI/ML Framework | 0.2% | 2 |
| 303 | intelligence artificielle | Technical Capability | 0.2% | 2 |
| 304 | graph neural networks | AI/ML Concept | 0.2% | 2 |
| 305 | fine-tuning | AI/ML Concept | 0.2% | 2 |
| 306 | embeddings | AI/ML Concept | 0.2% | 2 |
| 307 | embedded systemen | Embedded / Hardware | 0.2% | 2 |
| 308 | distributed architectures | Architecture | 0.2% | 2 |
| 309 | data science | Technical Capability | 0.2% | 2 |
| 310 | Zarr | Data Platform | 0.2% | 2 |
| 311 | Zapier | Developer Tool | 0.2% | 2 |
| 312 | YOLO | AI/ML Framework | 0.2% | 2 |
| 313 | XML | Protocol / API / Standard | 0.2% | 2 |
| 314 | XLA | AI/ML Framework | 0.2% | 2 |
| 315 | WebAssembly | Protocol / API / Standard | 0.2% | 2 |
| 316 | Web APIs | Protocol / API / Standard | 0.2% | 2 |
| 317 | W&B | Developer Tool | 0.2% | 2 |
| 318 | Vision Transformers | AI/ML Concept | 0.2% | 2 |
| 319 | Vision Language Models (VLMs) | AI/ML Concept | 0.2% | 2 |
| 320 | Vertex AI Agent Builder | AI/ML Framework | 0.2% | 2 |
| 321 | Unreal | Framework / Library | 0.2% | 2 |
| 322 | U-Nets | AI/ML Concept | 0.2% | 2 |
| 323 | Tekton | DevOps / CI/CD | 0.2% | 2 |
| 324 | Tailwind | Framework / Library | 0.2% | 2 |
| 325 | TPU | Developer Tool | 0.2% | 2 |
| 326 | TFX | Framework / Library | 0.2% | 2 |
| 327 | Swift | Language | 0.2% | 2 |
| 328 | Swagger | Protocol / API / Standard | 0.2% | 2 |
| 329 | Svelte | Framework / Library | 0.2% | 2 |
| 330 | Stream Analytics | AI/ML Concept | 0.2% | 2 |
| 331 | Spring | Framework / Library | 0.2% | 2 |
| 332 | Spark SQL | Protocol / API / Standard | 0.2% | 2 |
| 333 | SonarQube | Developer Tool | 0.2% | 2 |
| 334 | Software-Architektur | Architecture | 0.2% | 2 |
| 335 | Snowpark | Framework / Library | 0.2% | 2 |
| 336 | Slack | Developer Tool | 0.2% | 2 |
| 337 | Sigma | Data Platform | 0.2% | 2 |
| 338 | ServiceNow | Cloud / Platform | 0.2% | 2 |
| 339 | Serverless | Architecture | 0.2% | 2 |
| 340 | SSIS | Developer Tool | 0.2% | 2 |
| 341 | SQLAlchemy | Framework / Library | 0.2% | 2 |
| 342 | SDKs | Framework / Library | 0.2% | 2 |
| 343 | SCADA | Embedded / Hardware | 0.2% | 2 |
| 344 | Ragas | Framework / Library | 0.2% | 2 |
| 345 | ROCm | AI/ML Framework | 0.2% | 2 |
| 346 | RDS | Database | 0.2% | 2 |
| 347 | RAG-Systemen | AI/ML Concept | 0.2% | 2 |
| 348 | Qwen | AI/ML Concept | 0.2% | 2 |
| 349 | Qlik Sense | Data Platform | 0.2% | 2 |
| 350 | Qdrant | Database | 0.2% | 2 |
| 351 | Python 3 | Language | 0.2% | 2 |
| 352 | PyTorch Profiler | Developer Tool | 0.2% | 2 |
| 353 | PyTorch Lightning | Framework / Library | 0.2% | 2 |
| 354 | Power Automate | DevOps / CI/CD | 0.2% | 2 |
| 355 | Pig | Data Platform | 0.2% | 2 |
| 356 | Perl | Language | 0.2% | 2 |
| 357 | PagerDuty | Developer Tool | 0.2% | 2 |
| 358 | PLC | Embedded / Hardware | 0.2% | 2 |
| 359 | OpenStack | Cloud / Platform | 0.2% | 2 |
| 360 | OpenMP | Framework / Library | 0.2% | 2 |
| 361 | Omni | Data Platform | 0.2% | 2 |
| 362 | OPC-UA | Protocol / API / Standard | 0.2% | 2 |
| 363 | OCR | Technical Capability | 0.2% | 2 |
| 364 | OAuth | Protocol / API / Standard | 0.2% | 2 |
| 365 | Nix | Developer Tool | 0.2% | 2 |
| 366 | New Relic | Developer Tool | 0.2% | 2 |
| 367 | NVIDIA Nsight | Developer Tool | 0.2% | 2 |
| 368 | NLTK | Framework / Library | 0.2% | 2 |
| 369 | Mujoco | Developer Tool | 0.2% | 2 |
| 370 | Model Garden | AI/ML Framework | 0.2% | 2 |
| 371 | Modbus | Protocol / API / Standard | 0.2% | 2 |
| 372 | Microsoft Copilot | AI/ML Framework | 0.2% | 2 |
| 373 | Maven | Developer Tool | 0.2% | 2 |
| 374 | Matillion | DevOps / CI/CD | 0.2% | 2 |
| 375 | MQTT | Protocol / API / Standard | 0.2% | 2 |
| 376 | Loki | Developer Tool | 0.2% | 2 |
| 377 | Large Language Models (LLMs) | AI/ML Concept | 0.2% | 2 |
| 378 | Laravel | Framework / Library | 0.2% | 2 |
| 379 | Langfuse | AI/ML Framework | 0.2% | 2 |
| 380 | LLaMA | AI/ML Concept | 0.2% | 2 |
| 381 | LLMOps | DevOps / CI/CD | 0.2% | 2 |
| 382 | Kibana | Developer Tool | 0.2% | 2 |
| 383 | Kedro | Framework / Library | 0.2% | 2 |
| 384 | JavaScript (ES6+) | Language | 0.2% | 2 |
| 385 | JWT | Protocol / API / Standard | 0.2% | 2 |
| 386 | JUnit | Framework / Library | 0.2% | 2 |
| 387 | IoT | Embedded / Hardware | 0.2% | 2 |
| 388 | IaC | DevOps / CI/CD | 0.2% | 2 |
| 389 | ITIL | Methodology | 0.2% | 2 |
| 390 | I2C | Protocol / API / Standard | 0.2% | 2 |
| 391 | Hightouch | Data Platform | 0.2% | 2 |
| 392 | Hex | Data Platform | 0.2% | 2 |
| 393 | Haystack | AI/ML Framework | 0.2% | 2 |
| 394 | HTTP | Protocol / API / Standard | 0.2% | 2 |
| 395 | HIPAA | Compliance / Regulatory | 0.2% | 2 |
| 396 | HIP | Framework / Library | 0.2% | 2 |
| 397 | Group Relative Policy Optimization (GRPO) | AI/ML Concept | 0.2% | 2 |
| 398 | Gradle | Developer Tool | 0.2% | 2 |
| 399 | Google GovCloud | Cloud / Platform | 0.2% | 2 |
| 400 | GPU | Developer Tool | 0.2% | 2 |
| 401 | GPT-5 | AI/ML Framework | 0.2% | 2 |
| 402 | Flyte | AI/ML Framework | 0.2% | 2 |
| 403 | Flutter | Framework / Library | 0.2% | 2 |
| 404 | Fargate | Cloud / Platform | 0.2% | 2 |
| 405 | FHIR | Protocol / API / Standard | 0.2% | 2 |
| 406 | FFmpeg | Framework / Library | 0.2% | 2 |
| 407 | FEA | Technical Capability | 0.2% | 2 |
| 408 | Explainable AI | AI/ML Concept | 0.2% | 2 |
| 409 | Excel | Developer Tool | 0.2% | 2 |
| 410 | Entity Framework | Framework / Library | 0.2% | 2 |
| 411 | Elixir | Language | 0.2% | 2 |
| 412 | Dynatrace | Developer Tool | 0.2% | 2 |
| 413 | Diffusers | Framework / Library | 0.2% | 2 |
| 414 | Debian packaging | Technical Capability | 0.2% | 2 |
| 415 | Data Mesh | Architecture | 0.2% | 2 |
| 416 | Data Lake | Cloud / Platform | 0.2% | 2 |
| 417 | DNS | Security / Networking | 0.2% | 2 |
| 418 | DDD | Architecture | 0.2% | 2 |
| 419 | DASH | Framework / Library | 0.2% | 2 |
| 420 | CoreML | AI/ML Framework | 0.2% | 2 |
| 421 | Confluence | Developer Tool | 0.2% | 2 |
| 422 | Cohere | AI/ML Framework | 0.2% | 2 |
| 423 | Cognitive Services | Cloud / Platform | 0.2% | 2 |
| 424 | CloudWatch | Cloud / Platform | 0.2% | 2 |
| 425 | Cloud Functions | Cloud / Platform | 0.2% | 2 |
| 426 | Cloud Composer | DevOps / CI/CD | 0.2% | 2 |
| 427 | Claude | Developer Tool | 0.2% | 2 |
| 428 | Chroma | Database | 0.2% | 2 |
| 429 | Chef | DevOps / CI/CD | 0.2% | 2 |
| 430 | CatBoost | Framework / Library | 0.2% | 2 |
| 431 | Boost | Framework / Library | 0.2% | 2 |
| 432 | Bitbucket | Developer Tool | 0.2% | 2 |
| 433 | Big Data | Data Platform | 0.2% | 2 |
| 434 | Beam | Framework / Library | 0.2% | 2 |
| 435 | Bayesian Inference | AI/ML Concept | 0.2% | 2 |
| 436 | BDD | Methodology | 0.2% | 2 |
| 437 | Azure SQL | Database | 0.2% | 2 |
| 438 | Azure Resource Manager | DevOps / CI/CD | 0.2% | 2 |
| 439 | Azure Monitor | Cloud / Platform | 0.2% | 2 |
| 440 | Azure IL5+ | Cloud / Platform | 0.2% | 2 |
| 441 | Azure Event Hubs | Cloud / Platform | 0.2% | 2 |
| 442 | Azure AI Search | Database | 0.2% | 2 |
| 443 | Axiom | Developer Tool | 0.2% | 2 |
| 444 | AutoGPT | Framework / Library | 0.2% | 2 |
| 445 | Athena | Data Platform | 0.2% | 2 |
| 446 | Argo | DevOps / CI/CD | 0.2% | 2 |
| 447 | Apache Superset | Developer Tool | 0.2% | 2 |
| 448 | Apache Iceberg | Data Platform | 0.2% | 2 |
| 449 | Anthropic | Cloud / Platform | 0.2% | 2 |
| 450 | Amazon Web Services | Cloud / Platform | 0.2% | 2 |
| 451 | Amazon S3 | Cloud / Platform | 0.2% | 2 |
| 452 | Amazon Rekognition | Cloud / Platform | 0.2% | 2 |
| 453 | Airbyte | Developer Tool | 0.2% | 2 |
| 454 | AWS GovCloud | Cloud / Platform | 0.2% | 2 |
| 455 | AI systems | AI/ML Concept | 0.2% | 2 |
| 456 | ADLS Gen2 | Cloud / Platform | 0.2% | 2 |
| 457 | zOS | Operating System | 0.1% | 1 |
| 458 | xprof | Developer Tool | 0.1% | 1 |
| 459 | webhooks | Protocol / API / Standard | 0.1% | 1 |
| 460 | visual inertial odometry (VIO) | Technical Capability | 0.1% | 1 |
| 461 | velero | Developer Tool | 0.1% | 1 |
| 462 | vacuum systems | Technical Capability | 0.1% | 1 |
| 463 | uv | Developer Tool | 0.1% | 1 |
| 464 | typechecking | Developer Tool | 0.1% | 1 |
| 465 | transformer-based models | AI/ML Concept | 0.1% | 1 |
| 466 | transformer-based | AI/ML Concept | 0.1% | 1 |
| 467 | trading | Domain Knowledge | 0.1% | 1 |
| 468 | text-to-mesh conversion | AI/ML Concept | 0.1% | 1 |
| 469 | survival analysis | Technical Capability | 0.1% | 1 |
| 470 | supervised learning | AI/ML Concept | 0.1% | 1 |
| 471 | supervised and unsupervised learning algorithms | AI/ML Concept | 0.1% | 1 |
| 472 | stable diffusion | AI/ML Framework | 0.1% | 1 |
| 473 | software engineering | Technical Capability | 0.1% | 1 |
| 474 | software development | Technical Capability | 0.1% | 1 |
| 475 | smolagents | Framework / Library | 0.1% | 1 |
| 476 | shell scripting | Language | 0.1% | 1 |
| 477 | scikit-image | Framework / Library | 0.1% | 1 |
| 478 | robotica | Domain Knowledge | 0.1% | 1 |
| 479 | regression-based modeling | AI/ML Concept | 0.1% | 1 |
| 480 | quantization | AI/ML Concept | 0.1% | 1 |
| 481 | protein design | Domain Knowledge | 0.1% | 1 |
| 482 | prompt chaining | AI/ML Concept | 0.1% | 1 |
| 483 | policy gradient methods | AI/ML Concept | 0.1% | 1 |
| 484 | openEHR | Protocol / API / Standard | 0.1% | 1 |
| 485 | observability | DevOps / CI/CD | 0.1% | 1 |
| 486 | networkx | Framework / Library | 0.1% | 1 |
| 487 | network structures | Security / Networking | 0.1% | 1 |
| 488 | mypy | Developer Tool | 0.1% | 1 |
| 489 | multithreading | Technical Capability | 0.1% | 1 |
| 490 | multimodal learning | AI/ML Concept | 0.1% | 1 |
| 491 | multimodal | AI/ML Concept | 0.1% | 1 |
| 492 | multi-objective optimization | AI/ML Concept | 0.1% | 1 |
| 493 | multi-agent-system | AI/ML Concept | 0.1% | 1 |
| 494 | monitoringtools | Developer Tool | 0.1% | 1 |
| 495 | microservices architecture | Architecture | 0.1% | 1 |
| 496 | microservice-arkitektur | Architecture | 0.1% | 1 |
| 497 | mesh simplification | Domain Knowledge | 0.1% | 1 |
| 498 | mechatronica | Domain Knowledge | 0.1% | 1 |
| 499 | machine learning-algoritmen | AI/ML Concept | 0.1% | 1 |
| 500 | machine learning engineering | AI/ML Framework | 0.1% | 1 |
| 501 | machine learning concepts | AI/ML Concept | 0.1% | 1 |
| 502 | load balancing | Security / Networking | 0.1% | 1 |
| 503 | large-scale training | AI/ML Concept | 0.1% | 1 |
| 504 | large vision models | AI/ML Concept | 0.1% | 1 |
| 505 | language models | AI/ML Concept | 0.1% | 1 |
| 506 | language modeling | AI/ML Concept | 0.1% | 1 |
| 507 | knowledge graphs | AI/ML Concept | 0.1% | 1 |
| 508 | kdb+/q | Database | 0.1% | 1 |
| 509 | k6 | Developer Tool | 0.1% | 1 |
| 510 | infrastructure as code | DevOps / CI/CD | 0.1% | 1 |
| 511 | inference | AI/ML Concept | 0.1% | 1 |
| 512 | industrial communication protocols | Protocol / API / Standard | 0.1% | 1 |
| 513 | iOS/macOS | Operating System | 0.1% | 1 |
| 514 | iOS | Operating System | 0.1% | 1 |
| 515 | high-level synthesis (HLS) | Technical Capability | 0.1% | 1 |
| 516 | google speech | Cloud / Platform | 0.1% | 1 |
| 517 | ggml | AI/ML Framework | 0.1% | 1 |
| 518 | genAI frameworks | AI/ML Framework | 0.1% | 1 |
| 519 | flake8 | Developer Tool | 0.1% | 1 |
| 520 | experiential learning | AI/ML Concept | 0.1% | 1 |
| 521 | electrical systems | Technical Capability | 0.1% | 1 |
| 522 | econometric modelling | Technical Capability | 0.1% | 1 |
| 523 | eIDAS | Protocol / API / Standard | 0.1% | 1 |
| 524 | distributed training | Technical Capability | 0.1% | 1 |
| 525 | distributed computing | Architecture | 0.1% | 1 |
| 526 | distributed backend | Architecture | 0.1% | 1 |
| 527 | digital twin systems | Technical Capability | 0.1% | 1 |
| 528 | deep neural networks | AI/ML Concept | 0.1% | 1 |
| 529 | deep learning frameworks | AI/ML Framework | 0.1% | 1 |
| 530 | data warehousing | Data Platform | 0.1% | 1 |
| 531 | data versioning | Technical Capability | 0.1% | 1 |
| 532 | data structures | Technical Capability | 0.1% | 1 |
| 533 | data analysis | Technical Capability | 0.1% | 1 |
| 534 | cuDNN | Framework / Library | 0.1% | 1 |
| 535 | crypto | Domain Knowledge | 0.1% | 1 |
| 536 | cri-o | Containers / Orchestration | 0.1% | 1 |
| 537 | convolutional and recurrent neural networks | AI/ML Concept | 0.1% | 1 |
| 538 | continuous integration/continuous delivery (CI/CD) | DevOps / CI/CD | 0.1% | 1 |
| 539 | continuous integration | DevOps / CI/CD | 0.1% | 1 |
| 540 | contextual bandits | AI/ML Concept | 0.1% | 1 |
| 541 | containerization | Containers / Orchestration | 0.1% | 1 |
| 542 | constraint programming | AI/ML Concept | 0.1% | 1 |
| 543 | conjugate heat transfer (CHT) | Technical Capability | 0.1% | 1 |
| 544 | computational geometry | Domain Knowledge | 0.1% | 1 |
| 545 | computational biology | Domain Knowledge | 0.1% | 1 |
| 546 | cloud-based big data technologies | Cloud / Platform | 0.1% | 1 |
| 547 | cloud infrastructure | Cloud / Platform | 0.1% | 1 |
| 548 | cloud + edge computing | Architecture | 0.1% | 1 |
| 549 | classical machine learning | AI/ML Concept | 0.1% | 1 |
| 550 | causal inference | AI/ML Concept | 0.1% | 1 |
| 551 | black | Developer Tool | 0.1% | 1 |
| 552 | bases de données temporelles | Database | 0.1% | 1 |
| 553 | bandit algorithms | AI/ML Concept | 0.1% | 1 |
| 554 | aws transcribe | Cloud / Platform | 0.1% | 1 |
| 555 | autonomous systems | AI/ML Concept | 0.1% | 1 |
| 556 | auto-regressive transformers | AI/ML Concept | 0.1% | 1 |
| 557 | artificial intelligence | AI/ML Concept | 0.1% | 1 |
| 558 | applied machine learning | AI/ML Concept | 0.1% | 1 |
| 559 | anomaly detection | AI/ML Concept | 0.1% | 1 |
| 560 | algorithms | Technical Capability | 0.1% | 1 |
| 561 | algorithmic trading systems | Domain Knowledge | 0.1% | 1 |
| 562 | agent frameworks | AI/ML Framework | 0.1% | 1 |
| 563 | actor-critic models | AI/ML Concept | 0.1% | 1 |
| 564 | Zeitreihendatenbanken | Database | 0.1% | 1 |
| 565 | Zachman | Architecture | 0.1% | 1 |
| 566 | Zabbix | Developer Tool | 0.1% | 1 |
| 567 | Z-image | AI/ML Framework | 0.1% | 1 |
| 568 | Yocto | Embedded / Hardware | 0.1% | 1 |
| 569 | YOLO v8 | AI/ML Framework | 0.1% | 1 |
| 570 | YAML | Protocol / API / Standard | 0.1% | 1 |
| 571 | Xilinx Vivado | Developer Tool | 0.1% | 1 |
| 572 | Xcode | Developer Tool | 0.1% | 1 |
| 573 | XLIFF | Protocol / API / Standard | 0.1% | 1 |
| 574 | Wi-Fi | Security / Networking | 0.1% | 1 |
| 575 | Webpack | Developer Tool | 0.1% | 1 |
| 576 | WebSockets | Protocol / API / Standard | 0.1% | 1 |
| 577 | WebGL | Framework / Library | 0.1% | 1 |
| 578 | Web Application Firewalls | Security / Networking | 0.1% | 1 |
| 579 | WearOS | Operating System | 0.1% | 1 |
| 580 | WandB | Developer Tool | 0.1% | 1 |
| 581 | WPA3 | Security / Networking | 0.1% | 1 |
| 582 | WPA2 | Security / Networking | 0.1% | 1 |
| 583 | WPA | Security / Networking | 0.1% | 1 |
| 584 | WCAG | Protocol / API / Standard | 0.1% | 1 |
| 585 | Vite | Developer Tool | 0.1% | 1 |
| 586 | Visualforce | Framework / Library | 0.1% | 1 |
| 587 | Visual Studio | Developer Tool | 0.1% | 1 |
| 588 | ViTs | AI/ML Concept | 0.1% | 1 |
| 589 | Vespa | Framework / Library | 0.1% | 1 |
| 590 | VertexAI Feature Store | Data Platform | 0.1% | 1 |
| 591 | Vertex AI Pipelines | AI/ML Framework | 0.1% | 1 |
| 592 | Verilog | Language | 0.1% | 1 |
| 593 | Vektordatenbanken | Database | 0.1% | 1 |
| 594 | VS Code | Developer Tool | 0.1% | 1 |
| 595 | VPNs | Security / Networking | 0.1% | 1 |
| 596 | VMware | Cloud / Platform | 0.1% | 1 |
| 597 | VHDL | Language | 0.1% | 1 |
| 598 | VBA | Language | 0.1% | 1 |
| 599 | Utility Network | Framework / Library | 0.1% | 1 |
| 600 | Unix/Linux | Operating System | 0.1% | 1 |
| 601 | UDP | Security / Networking | 0.1% | 1 |
| 602 | UART | Protocol / API / Standard | 0.1% | 1 |
| 603 | Triton Inference Server | Developer Tool | 0.1% | 1 |
| 604 | Trino | Data Platform | 0.1% | 1 |
| 605 | Trello | Developer Tool | 0.1% | 1 |
| 606 | Transfert Learning | AI/ML Concept | 0.1% | 1 |
| 607 | TorchScript | Framework / Library | 0.1% | 1 |
| 608 | TorchIO | Framework / Library | 0.1% | 1 |
| 609 | Tomcat | Framework / Library | 0.1% | 1 |
| 610 | TimescaleDB | Database | 0.1% | 1 |
| 611 | TigerGraph | Database | 0.1% | 1 |
| 612 | Three.js | Framework / Library | 0.1% | 1 |
| 613 | TensorFlow/Keras | AI/ML Framework | 0.1% | 1 |
| 614 | TensorBoard | Developer Tool | 0.1% | 1 |
| 615 | TeamCity | DevOps / CI/CD | 0.1% | 1 |
| 616 | Tcl | Language | 0.1% | 1 |
| 617 | Tanzu | Containers / Orchestration | 0.1% | 1 |
| 618 | Talend | Developer Tool | 0.1% | 1 |
| 619 | Tailwind CSS | Framework / Library | 0.1% | 1 |
| 620 | TTS | AI/ML Concept | 0.1% | 1 |
| 621 | TOGAF | Architecture | 0.1% | 1 |
| 622 | TLS | Protocol / API / Standard | 0.1% | 1 |
| 623 | TGI | AI/ML Framework | 0.1% | 1 |
| 624 | TFLite | Framework / Library | 0.1% | 1 |
| 625 | TCP/IP | Security / Networking | 0.1% | 1 |
| 626 | TC-Python | Framework / Library | 0.1% | 1 |
| 627 | T5 | AI/ML Framework | 0.1% | 1 |
| 628 | T-SQL | Language | 0.1% | 1 |
| 629 | SystemVerilog | Language | 0.1% | 1 |
| 630 | Synthetic Aperture Radar | Domain Knowledge | 0.1% | 1 |
| 631 | Supabase | Cloud / Platform | 0.1% | 1 |
| 632 | Sublime Text | Developer Tool | 0.1% | 1 |
| 633 | Structured Query Language (SQL) | Protocol / API / Standard | 0.1% | 1 |
| 634 | Storage | Technical Capability | 0.1% | 1 |
| 635 | Statistical data analysis | Technical Capability | 0.1% | 1 |
| 636 | Stan | Framework / Library | 0.1% | 1 |
| 637 | Splunk | Developer Tool | 0.1% | 1 |
| 638 | Spinnaker | DevOps / CI/CD | 0.1% | 1 |
| 639 | Spark MLlib | AI/ML Framework | 0.1% | 1 |
| 640 | Solr | Database | 0.1% | 1 |
| 641 | Snowsight | Data Platform | 0.1% | 1 |
| 642 | Snowpipe | Data Platform | 0.1% | 1 |
| 643 | Snowflake Cortex Analyst | Data Platform | 0.1% | 1 |
| 644 | Snowflake Cortex | Data Platform | 0.1% | 1 |
| 645 | Snap | Developer Tool | 0.1% | 1 |
| 646 | Snakemake | Developer Tool | 0.1% | 1 |
| 647 | SkyPilot | DevOps / CI/CD | 0.1% | 1 |
| 648 | Singularity | Containers / Orchestration | 0.1% | 1 |
| 649 | SingleStore | Database | 0.1% | 1 |
| 650 | SimpleITK | Framework / Library | 0.1% | 1 |
| 651 | Siemens PLC | Developer Tool | 0.1% | 1 |
| 652 | Shopify | CMS / Web Platform | 0.1% | 1 |
| 653 | Service Bus | Cloud / Platform | 0.1% | 1 |
| 654 | Sentry | Developer Tool | 0.1% | 1 |
| 655 | SentenceBERT | AI/ML Concept | 0.1% | 1 |
| 656 | Seldon Core | DevOps / CI/CD | 0.1% | 1 |
| 657 | Secure SDLC | Methodology | 0.1% | 1 |
| 658 | Screaming Frog | Developer Tool | 0.1% | 1 |
| 659 | Scaleway | Cloud / Platform | 0.1% | 1 |
| 660 | Sawzall | Data Platform | 0.1% | 1 |
| 661 | Sanic API | Framework / Library | 0.1% | 1 |
| 662 | Salesforce CLI | Developer Tool | 0.1% | 1 |
| 663 | Salesforce Agentforce Specialist certification | Technical Capability | 0.1% | 1 |
| 664 | Salesforce | Cloud / Platform | 0.1% | 1 |
| 665 | SageMaker Pipelines | AI/ML Framework | 0.1% | 1 |
| 666 | SageMaker Feature Store | Cloud / Platform | 0.1% | 1 |
| 667 | SageMaker AI | Cloud / Platform | 0.1% | 1 |
| 668 | SaaS | Technical Capability | 0.1% | 1 |
| 669 | SVM | AI/ML Framework | 0.1% | 1 |
| 670 | STT | AI/ML Concept | 0.1% | 1 |
| 671 | STM32 | Embedded / Hardware | 0.1% | 1 |
| 672 | STAC | Protocol / API / Standard | 0.1% | 1 |
| 673 | SSO | Security / Networking | 0.1% | 1 |
| 674 | SSMs | AI/ML Concept | 0.1% | 1 |
| 675 | SRE | DevOps / CI/CD | 0.1% | 1 |
| 676 | SQLite | Database | 0.1% | 1 |
| 677 | SQLMesh | DevOps / CI/CD | 0.1% | 1 |
| 678 | SQL Programming | Language | 0.1% | 1 |
| 679 | SPSS | Developer Tool | 0.1% | 1 |
| 680 | SPI | Protocol / API / Standard | 0.1% | 1 |
| 681 | SPARQL | Protocol / API / Standard | 0.1% | 1 |
| 682 | SOAP services | Protocol / API / Standard | 0.1% | 1 |
| 683 | SOAP | Protocol / API / Standard | 0.1% | 1 |
| 684 | SNS | Cloud / Platform | 0.1% | 1 |
| 685 | SLAM | Technical Capability | 0.1% | 1 |
| 686 | SID | AI/ML Concept | 0.1% | 1 |
| 687 | SHAP | AI/ML Concept | 0.1% | 1 |
| 688 | SAR | Technical Capability | 0.1% | 1 |
| 689 | SAP IS-U | Cloud / Platform | 0.1% | 1 |
| 690 | SAFe | Methodology | 0.1% | 1 |
| 691 | S3Tables | Cloud / Platform | 0.1% | 1 |
| 692 | S/4HANA | Database | 0.1% | 1 |
| 693 | Rocky Linux | Operating System | 0.1% | 1 |
| 694 | Robotic process automation | Technical Capability | 0.1% | 1 |
| 695 | RoBERTa | AI/ML Framework | 0.1% | 1 |
| 696 | Red Hat Enterprise Linux | Operating System | 0.1% | 1 |
| 697 | Rasa | AI/ML Framework | 0.1% | 1 |
| 698 | Rancher | Containers / Orchestration | 0.1% | 1 |
| 699 | Rails | Framework / Library | 0.1% | 1 |
| 700 | RTOS | Embedded / Hardware | 0.1% | 1 |
| 701 | RT-DETR | AI/ML Framework | 0.1% | 1 |
| 702 | RPM | Developer Tool | 0.1% | 1 |
| 703 | REST Assured | Developer Tool | 0.1% | 1 |
| 704 | RDKit | Framework / Library | 0.1% | 1 |
| 705 | RDF | Protocol / API / Standard | 0.1% | 1 |
| 706 | RBAC | Security / Networking | 0.1% | 1 |
| 707 | RAPIDS | Framework / Library | 0.1% | 1 |
| 708 | RAGs | AI/ML Concept | 0.1% | 1 |
| 709 | RAG-architecturen | AI/ML Concept | 0.1% | 1 |
| 710 | R-Markdown | Other | 0.1% | 1 |
| 711 | Quantization-Aware Training | AI/ML Concept | 0.1% | 1 |
| 712 | Qiskit | Framework / Library | 0.1% | 1 |
| 713 | QLoRA | AI/ML Concept | 0.1% | 1 |
| 714 | Q-learning | AI/ML Concept | 0.1% | 1 |
| 715 | Python Flask | Framework / Library | 0.1% | 1 |
| 716 | Pydantic | Framework / Library | 0.1% | 1 |
| 717 | PyTorch-distributed | AI/ML Framework | 0.1% | 1 |
| 718 | PyMC | Framework / Library | 0.1% | 1 |
| 719 | PyArrow | Framework / Library | 0.1% | 1 |
| 720 | Protobuf | Protocol / API / Standard | 0.1% | 1 |
| 721 | Profinet | Security / Networking | 0.1% | 1 |
| 722 | Post-Training Quantization | AI/ML Concept | 0.1% | 1 |
| 723 | Pixi | Developer Tool | 0.1% | 1 |
| 724 | Pinecode | Database | 0.1% | 1 |
| 725 | Phoenix | Framework / Library | 0.1% | 1 |
| 726 | Packer | DevOps / CI/CD | 0.1% | 1 |
| 727 | PPO | AI/ML Concept | 0.1% | 1 |
| 728 | PMD | Developer Tool | 0.1% | 1 |
| 729 | PIL | Framework / Library | 0.1% | 1 |
| 730 | PID loops | Technical Capability | 0.1% | 1 |
| 731 | PECVD | Technical Capability | 0.1% | 1 |
| 732 | P&ID | Technical Capability | 0.1% | 1 |
| 733 | Oracle Database | Database | 0.1% | 1 |
| 734 | Opsgenie | Developer Tool | 0.1% | 1 |
| 735 | OpenVINO | Framework / Library | 0.1% | 1 |
| 736 | OpenTofu | DevOps / CI/CD | 0.1% | 1 |
| 737 | OpenMM | Framework / Library | 0.1% | 1 |
| 738 | OpenLLM | AI/ML Framework | 0.1% | 1 |
| 739 | OpenGL | Protocol / API / Standard | 0.1% | 1 |
| 740 | OpenCL | Developer Tool | 0.1% | 1 |
| 741 | OpenAPI3 | Protocol / API / Standard | 0.1% | 1 |
| 742 | OpenAI Whisper | AI/ML Framework | 0.1% | 1 |
| 743 | OpenACC | Framework / Library | 0.1% | 1 |
| 744 | Octave | Framework / Library | 0.1% | 1 |
| 745 | OWL | Protocol / API / Standard | 0.1% | 1 |
| 746 | OWASP | Security / Networking | 0.1% | 1 |
| 747 | OVHCloud | Cloud / Platform | 0.1% | 1 |
| 748 | OTel | Developer Tool | 0.1% | 1 |
| 749 | OMOP | Protocol / API / Standard | 0.1% | 1 |
| 750 | OIDC | Protocol / API / Standard | 0.1% | 1 |
| 751 | ODCS | Protocol / API / Standard | 0.1% | 1 |
| 752 | OCI | Cloud / Platform | 0.1% | 1 |
| 753 | Nvidia Jetson Orin | Developer Tool | 0.1% | 1 |
| 754 | Nordic nRF | Embedded / Hardware | 0.1% | 1 |
| 755 | Non-SQL | Database | 0.1% | 1 |
| 756 | Nifi | Data Platform | 0.1% | 1 |
| 757 | NiBabel | Framework / Library | 0.1% | 1 |
| 758 | Nginx | Framework / Library | 0.1% | 1 |
| 759 | Nexthink | Developer Tool | 0.1% | 1 |
| 760 | NestJS | Framework / Library | 0.1% | 1 |
| 761 | NeMo | AI/ML Framework | 0.1% | 1 |
| 762 | Natural Language Processing | AI/ML Concept | 0.1% | 1 |
| 763 | NVIDIA drivers | Operating System | 0.1% | 1 |
| 764 | NVIDIA NeMo | AI/ML Framework | 0.1% | 1 |
| 765 | NVIDIA CUDA | AI/ML Framework | 0.1% | 1 |
| 766 | NCCL | Protocol / API / Standard | 0.1% | 1 |
| 767 | NATS | Message Broker | 0.1% | 1 |
| 768 | Murex | Other | 0.1% | 1 |
| 769 | MoveNet | Framework / Library | 0.1% | 1 |
| 770 | Monte Carlo | Developer Tool | 0.1% | 1 |
| 771 | Mockito | Developer Tool | 0.1% | 1 |
| 772 | Mobile Apps | Technical Capability | 0.1% | 1 |
| 773 | MinIO | Database | 0.1% | 1 |
| 774 | Microsoft Foundry | Cloud / Platform | 0.1% | 1 |
| 775 | Microsoft Agent Framework | Framework / Library | 0.1% | 1 |
| 776 | Microsoft 365 | CMS / Web Platform | 0.1% | 1 |
| 777 | MetaFlow | Developer Tool | 0.1% | 1 |
| 778 | MediaPipe | Framework / Library | 0.1% | 1 |
| 779 | Matlab/Simulink | Developer Tool | 0.1% | 1 |
| 780 | Masked Autoencoders | AI/ML Concept | 0.1% | 1 |
| 781 | Mapbox | Framework / Library | 0.1% | 1 |
| 782 | MapReduce | Data Platform | 0.1% | 1 |
| 783 | Man-in-the-Middle (MITM) | Security / Networking | 0.1% | 1 |
| 784 | Make | Developer Tool | 0.1% | 1 |
| 785 | MUI | Framework / Library | 0.1% | 1 |
| 786 | MS SQL | Database | 0.1% | 1 |
| 787 | MPS/Metal | Framework / Library | 0.1% | 1 |
| 788 | MPI | Protocol / API / Standard | 0.1% | 1 |
| 789 | MONAI | Framework / Library | 0.1% | 1 |
| 790 | MLPs | AI/ML Concept | 0.1% | 1 |
| 791 | MLIR | Developer Tool | 0.1% | 1 |
| 792 | ML/AI techniques | AI/ML Concept | 0.1% | 1 |
| 793 | ML research | Domain Knowledge | 0.1% | 1 |
| 794 | ML Accelerators | Developer Tool | 0.1% | 1 |
| 795 | MIP/LP | AI/ML Concept | 0.1% | 1 |
| 796 | MCPs | Protocol / API / Standard | 0.1% | 1 |
| 797 | MAE | AI/ML Framework | 0.1% | 1 |
| 798 | Luigi | DevOps / CI/CD | 0.1% | 1 |
| 799 | Lucene | Framework / Library | 0.1% | 1 |
| 800 | Logstash | Developer Tool | 0.1% | 1 |
| 801 | Log Analytics | Developer Tool | 0.1% | 1 |
| 802 | LlamaStack | AI/ML Framework | 0.1% | 1 |
| 803 | LiteLLM | AI/ML Framework | 0.1% | 1 |
| 804 | Linux namespace | Operating System | 0.1% | 1 |
| 805 | Linux Debian | Operating System | 0.1% | 1 |
| 806 | LiDAR | Technical Capability | 0.1% | 1 |
| 807 | Lean Management | Methodology | 0.1% | 1 |
| 808 | Large-Scale Language Models | AI/ML Concept | 0.1% | 1 |
| 809 | LangChain Framework | AI/ML Framework | 0.1% | 1 |
| 810 | Lakeformation | Security / Networking | 0.1% | 1 |
| 811 | LakeFS | Data Platform | 0.1% | 1 |
| 812 | Labview | Developer Tool | 0.1% | 1 |
| 813 | LXD | Containers / Orchestration | 0.1% | 1 |
| 814 | LWC | Framework / Library | 0.1% | 1 |
| 815 | LSTM | AI/ML Concept | 0.1% | 1 |
| 816 | LOD generation | Domain Knowledge | 0.1% | 1 |
| 817 | LLVM | Developer Tool | 0.1% | 1 |
| 818 | LLM-APIs | AI/ML Concept | 0.1% | 1 |
| 819 | LLM APIs | Protocol / API / Standard | 0.1% | 1 |
| 820 | LIME | AI/ML Concept | 0.1% | 1 |
| 821 | Kustomize | Containers / Orchestration | 0.1% | 1 |
| 822 | Kryptographie | Security / Networking | 0.1% | 1 |
| 823 | Knative | Containers / Orchestration | 0.1% | 1 |
| 824 | KiCad | Developer Tool | 0.1% | 1 |
| 825 | KNIME | Developer Tool | 0.1% | 1 |
| 826 | JupyterHub | Developer Tool | 0.1% | 1 |
| 827 | Jira Service Management | Developer Tool | 0.1% | 1 |
| 828 | Jetpack Compose | Framework / Library | 0.1% | 1 |
| 829 | Jest | Developer Tool | 0.1% | 1 |
| 830 | JavaScript/TypeScript | Language | 0.1% | 1 |
| 831 | Java Spring Boot | Framework / Library | 0.1% | 1 |
| 832 | Java 17 | Language | 0.1% | 1 |
| 833 | Jakarta EE | Framework / Library | 0.1% | 1 |
| 834 | JSON-RPC | Protocol / API / Standard | 0.1% | 1 |
| 835 | Istio | Security / Networking | 0.1% | 1 |
| 836 | Isaac Sim | Developer Tool | 0.1% | 1 |
| 837 | Isaac Gym | Developer Tool | 0.1% | 1 |
| 838 | IntelliJ | Developer Tool | 0.1% | 1 |
| 839 | Intel Quartus | Developer Tool | 0.1% | 1 |
| 840 | Infrastructure as Code (IaC) | DevOps / CI/CD | 0.1% | 1 |
| 841 | Impala | Data Platform | 0.1% | 1 |
| 842 | Illustrator | Developer Tool | 0.1% | 1 |
| 843 | Ignition | Developer Tool | 0.1% | 1 |
| 844 | Identity & Access Management | Security / Networking | 0.1% | 1 |
| 845 | ITSM | Technical Capability | 0.1% | 1 |
| 846 | ISO 27001 | Compliance / Regulatory | 0.1% | 1 |
| 847 | IREE | Framework / Library | 0.1% | 1 |
| 848 | IP-based networks | Security / Networking | 0.1% | 1 |
| 849 | IP routing | Domain Knowledge | 0.1% | 1 |
| 850 | IBM WebSphere | Framework / Library | 0.1% | 1 |
| 851 | IA Generativa | AI/ML Concept | 0.1% | 1 |
| 852 | IA | AI/ML Concept | 0.1% | 1 |
| 853 | Human-Machine Interfaces (HMI) | Embedded / Hardware | 0.1% | 1 |
| 854 | Hugging Face Transformers | Framework / Library | 0.1% | 1 |
| 855 | Honeycomb | Developer Tool | 0.1% | 1 |
| 856 | Habitat | Developer Tool | 0.1% | 1 |
| 857 | HMI | Embedded / Hardware | 0.1% | 1 |
| 858 | HLS | Protocol / API / Standard | 0.1% | 1 |
| 859 | HDFS | Data Platform | 0.1% | 1 |
| 860 | HAZOP | Methodology | 0.1% | 1 |
| 861 | Gurobi | Framework / Library | 0.1% | 1 |
| 862 | Groovy | Language | 0.1% | 1 |
| 863 | Great Expectations | Developer Tool | 0.1% | 1 |
| 864 | GraphRAG | AI/ML Concept | 0.1% | 1 |
| 865 | Graph ML | AI/ML Concept | 0.1% | 1 |
| 866 | Grafana k6 | Developer Tool | 0.1% | 1 |
| 867 | Google Vertex AI | Cloud / Platform | 0.1% | 1 |
| 868 | Google Test | Framework / Library | 0.1% | 1 |
| 869 | Google Search Console | Developer Tool | 0.1% | 1 |
| 870 | Google RAG Engine | AI/ML Framework | 0.1% | 1 |
| 871 | Google Kubernetes Engine | Containers / Orchestration | 0.1% | 1 |
| 872 | Google Compute Vertex | Cloud / Platform | 0.1% | 1 |
| 873 | Google Colab | Developer Tool | 0.1% | 1 |
| 874 | Google Cloud Storage | Cloud / Platform | 0.1% | 1 |
| 875 | Google Cloud STT | Cloud / Platform | 0.1% | 1 |
| 876 | Google Cloud Platform (GCP) | Cloud / Platform | 0.1% | 1 |
| 877 | Google Agent Development Kit | AI/ML Framework | 0.1% | 1 |
| 878 | Google ADK | Framework / Library | 0.1% | 1 |
| 879 | Cloud / Platform | 0.1% | 1 | |
| 880 | GitHub Runners | DevOps / CI/CD | 0.1% | 1 |
| 881 | Git Actions | DevOps / CI/CD | 0.1% | 1 |
| 882 | GeoTIFF | Protocol / API / Standard | 0.1% | 1 |
| 883 | GeoPy | Framework / Library | 0.1% | 1 |
| 884 | GeoParquet | Protocol / API / Standard | 0.1% | 1 |
| 885 | GeoPandas | Framework / Library | 0.1% | 1 |
| 886 | GeoPackage | Protocol / API / Standard | 0.1% | 1 |
| 887 | GeoJSON | Protocol / API / Standard | 0.1% | 1 |
| 888 | GenAI/LLM | Protocol / API / Standard | 0.1% | 1 |
| 889 | GenAI tools | Framework / Library | 0.1% | 1 |
| 890 | Gemini APIs | Protocol / API / Standard | 0.1% | 1 |
| 891 | Gaussian splatting | AI/ML Concept | 0.1% | 1 |
| 892 | GRPO | AI/ML Concept | 0.1% | 1 |
| 893 | GPU-based computing | Technical Capability | 0.1% | 1 |
| 894 | GPU programming | Technical Capability | 0.1% | 1 |
| 895 | GPU based compute | Technical Capability | 0.1% | 1 |
| 896 | GPT-4o | AI/ML Concept | 0.1% | 1 |
| 897 | GPT | AI/ML Concept | 0.1% | 1 |
| 898 | GDPR | Compliance / Regulatory | 0.1% | 1 |
| 899 | GCP Vertex AI | Cloud / Platform | 0.1% | 1 |
| 900 | GCP Dataflow | Cloud / Platform | 0.1% | 1 |
| 901 | GATT | Protocol / API / Standard | 0.1% | 1 |
| 902 | Front Arena | Other | 0.1% | 1 |
| 903 | Fortran | Language | 0.1% | 1 |
| 904 | FluxCD | DevOps / CI/CD | 0.1% | 1 |
| 905 | Flux | DevOps / CI/CD | 0.1% | 1 |
| 906 | Firewall Manager | Security / Networking | 0.1% | 1 |
| 907 | Firestore | Database | 0.1% | 1 |
| 908 | Firebase | Cloud / Platform | 0.1% | 1 |
| 909 | Finite Element Analysis (FEA) | Technical Capability | 0.1% | 1 |
| 910 | Figma | Developer Tool | 0.1% | 1 |
| 911 | Fabrics | Data Platform | 0.1% | 1 |
| 912 | FPGA | Embedded / Hardware | 0.1% | 1 |
| 913 | FMEA | Methodology | 0.1% | 1 |
| 914 | FME | Developer Tool | 0.1% | 1 |
| 915 | FIS | Other | 0.1% | 1 |
| 916 | FAIR principles | Protocol / API / Standard | 0.1% | 1 |
| 917 | Ethernet/IP | Security / Networking | 0.1% | 1 |
| 918 | Erlang | Language | 0.1% | 1 |
| 919 | Electron | Framework / Library | 0.1% | 1 |
| 920 | ElastiCache | Database | 0.1% | 1 |
| 921 | Eclipse | Developer Tool | 0.1% | 1 |
| 922 | EVPN/L3VPN | Domain Knowledge | 0.1% | 1 |
| 923 | ETL pipelines | Data Platform | 0.1% | 1 |
| 924 | ESP32 | Embedded / Hardware | 0.1% | 1 |
| 925 | ELK stack | Developer Tool | 0.1% | 1 |
| 926 | EFS | Cloud / Platform | 0.1% | 1 |
| 927 | ECharts | Framework / Library | 0.1% | 1 |
| 928 | Django Rest Framework | Framework / Library | 0.1% | 1 |
| 929 | Detectron2 | AI/ML Framework | 0.1% | 1 |
| 930 | Deno | Language | 0.1% | 1 |
| 931 | Delta Live Tables | Data Platform | 0.1% | 1 |
| 932 | Delta | Database | 0.1% | 1 |
| 933 | Deep Neural Network Architectures | AI/ML Concept | 0.1% | 1 |
| 934 | Deck.gl | Framework / Library | 0.1% | 1 |
| 935 | Debian | Operating System | 0.1% | 1 |
| 936 | Datasets | Framework / Library | 0.1% | 1 |
| 937 | Dataproc | Cloud / Platform | 0.1% | 1 |
| 938 | Dataiku | Data Platform | 0.1% | 1 |
| 939 | Dataflow | Cloud / Platform | 0.1% | 1 |
| 940 | Databricks Workflows | DevOps / CI/CD | 0.1% | 1 |
| 941 | Databricks Repos | Developer Tool | 0.1% | 1 |
| 942 | Databricks Mosaic AI | Cloud / Platform | 0.1% | 1 |
| 943 | Databricks Model Serving | AI/ML Concept | 0.1% | 1 |
| 944 | Databricks ML | Data Platform | 0.1% | 1 |
| 945 | Databricks Genie | Developer Tool | 0.1% | 1 |
| 946 | Databricks Feature Store | Data Platform | 0.1% | 1 |
| 947 | DataFold | Developer Tool | 0.1% | 1 |
| 948 | Data Vault 2.0 | Technical Capability | 0.1% | 1 |
| 949 | Data Factory | DevOps / CI/CD | 0.1% | 1 |
| 950 | DWH | Database | 0.1% | 1 |
| 951 | DQL | Language | 0.1% | 1 |
| 952 | DPO | AI/ML Concept | 0.1% | 1 |
| 953 | DLT | Developer Tool | 0.1% | 1 |
| 954 | DINO | AI/ML Framework | 0.1% | 1 |
| 955 | DICOM | Protocol / API / Standard | 0.1% | 1 |
| 956 | DHCP | Security / Networking | 0.1% | 1 |
| 957 | DETR | AI/ML Framework | 0.1% | 1 |
| 958 | DDP | Framework / Library | 0.1% | 1 |
| 959 | DB2 | Database | 0.1% | 1 |
| 960 | D-Wave Leap/Ocean | Framework / Library | 0.1% | 1 |
| 961 | Cypher | Database | 0.1% | 1 |
| 962 | Cube | Framework / Library | 0.1% | 1 |
| 963 | Core Graphics | Domain Knowledge | 0.1% | 1 |
| 964 | Contrastive Learning | AI/ML Concept | 0.1% | 1 |
| 965 | Constitutional AI | AI/ML Concept | 0.1% | 1 |
| 966 | Compose | Containers / Orchestration | 0.1% | 1 |
| 967 | Comet | Developer Tool | 0.1% | 1 |
| 968 | CodePipeline | DevOps / CI/CD | 0.1% | 1 |
| 969 | CodeIgniter | Framework / Library | 0.1% | 1 |
| 970 | Cloudflare | Cloud / Platform | 0.1% | 1 |
| 971 | Cloud Storage | Cloud / Platform | 0.1% | 1 |
| 972 | Cloud Logging | Cloud / Platform | 0.1% | 1 |
| 973 | CircleCI | DevOps / CI/CD | 0.1% | 1 |
| 974 | CausalImpact | AI/ML Concept | 0.1% | 1 |
| 975 | CatiaV5 | Developer Tool | 0.1% | 1 |
| 976 | Caret | Framework / Library | 0.1% | 1 |
| 977 | Caffe | AI/ML Framework | 0.1% | 1 |
| 978 | CVAT | Developer Tool | 0.1% | 1 |
| 979 | CV | AI/ML Concept | 0.1% | 1 |
| 980 | CRIU | Containers / Orchestration | 0.1% | 1 |
| 981 | CMMS | Developer Tool | 0.1% | 1 |
| 982 | CMAF/HLS | Protocol / API / Standard | 0.1% | 1 |
| 983 | CLIP | AI/ML Framework | 0.1% | 1 |
| 984 | CI/CD-principes | DevOps / CI/CD | 0.1% | 1 |
| 985 | CI/CD ML | DevOps / CI/CD | 0.1% | 1 |
| 986 | CI + CD | DevOps / CI/CD | 0.1% | 1 |
| 987 | CI | DevOps / CI/CD | 0.1% | 1 |
| 988 | CFD | Technical Capability | 0.1% | 1 |
| 989 | CDN | Security / Networking | 0.1% | 1 |
| 990 | CATIA | Developer Tool | 0.1% | 1 |
| 991 | CAT-Tools | Developer Tool | 0.1% | 1 |
| 992 | C2S | Cloud / Platform | 0.1% | 1 |
| 993 | C* | Language | 0.1% | 1 |
| 994 | C#/.NET | Language | 0.1% | 1 |
| 995 | BusinessObjects | Data Platform | 0.1% | 1 |
| 996 | Buildroot | DevOps / CI/CD | 0.1% | 1 |
| 997 | Braintrust | Developer Tool | 0.1% | 1 |
| 998 | Boltz | AI/ML Framework | 0.1% | 1 |
| 999 | Bigtable | Database | 0.1% | 1 |
| 1000 | BigQuery SQL | Language | 0.1% | 1 |
| 1001 | BigQuery ML | Database | 0.1% | 1 |
| 1002 | Bedrock Agents | Framework / Library | 0.1% | 1 |
| 1003 | Bedrock | Cloud / Platform | 0.1% | 1 |
| 1004 | Bayesian optimization algorithm | AI/ML Concept | 0.1% | 1 |
| 1005 | Bash Shell | Language | 0.1% | 1 |
| 1006 | Bamboo | DevOps / CI/CD | 0.1% | 1 |
| 1007 | Backstage | Developer Tool | 0.1% | 1 |
| 1008 | Babel | Developer Tool | 0.1% | 1 |
| 1009 | BT 5.x | Protocol / API / Standard | 0.1% | 1 |
| 1010 | BLE | Protocol / API / Standard | 0.1% | 1 |
| 1011 | Azure Web Apps | Cloud / Platform | 0.1% | 1 |
| 1012 | Azure Synapse Analytics | Data Platform | 0.1% | 1 |
| 1013 | Azure Synapse | Data Platform | 0.1% | 1 |
| 1014 | Azure Python SDK | Cloud / Platform | 0.1% | 1 |
| 1015 | Azure ML Model Registry | Data Platform | 0.1% | 1 |
| 1016 | Azure ML Feature Store | Data Platform | 0.1% | 1 |
| 1017 | Azure Kubernetes Service | Containers / Orchestration | 0.1% | 1 |
| 1018 | Azure Key Vault | Security / Networking | 0.1% | 1 |
| 1019 | Azure IoT | Cloud / Platform | 0.1% | 1 |
| 1020 | Azure Entra ID | Security / Networking | 0.1% | 1 |
| 1021 | Azure Cosmos DB | Cloud / Platform | 0.1% | 1 |
| 1022 | Azure Container Registry | Containers / Orchestration | 0.1% | 1 |
| 1023 | Azure Cloud Services | Cloud / Platform | 0.1% | 1 |
| 1024 | Azure Cloud | Cloud / Platform | 0.1% | 1 |
| 1025 | Azure APIs | Cloud / Platform | 0.1% | 1 |
| 1026 | Azure AI SDK | Framework / Library | 0.1% | 1 |
| 1027 | AutoML | AI/ML Framework | 0.1% | 1 |
| 1028 | AutoGluon | Framework / Library | 0.1% | 1 |
| 1029 | Artifact Registry | DevOps / CI/CD | 0.1% | 1 |
| 1030 | ArcGIS Pro | Framework / Library | 0.1% | 1 |
| 1031 | ArcGIS Enterprise | Framework / Library | 0.1% | 1 |
| 1032 | ArcGIS | Developer Tool | 0.1% | 1 |
| 1033 | Application Programming Interface (APIs) | Protocol / API / Standard | 0.1% | 1 |
| 1034 | Application Insights | Cloud / Platform | 0.1% | 1 |
| 1035 | App Services | Cloud / Platform | 0.1% | 1 |
| 1036 | Apex | Language | 0.1% | 1 |
| 1037 | Apache Trino | Data Platform | 0.1% | 1 |
| 1038 | Apache Nifi | Data Platform | 0.1% | 1 |
| 1039 | Apache HTTP Server | Framework / Library | 0.1% | 1 |
| 1040 | Anthropic claude | AI/ML Framework | 0.1% | 1 |
| 1041 | Ansys | Developer Tool | 0.1% | 1 |
| 1042 | AngularJS | Framework / Library | 0.1% | 1 |
| 1043 | Android Studio | Developer Tool | 0.1% | 1 |
| 1044 | Amazon SageMaker | Cloud / Platform | 0.1% | 1 |
| 1045 | Amazon Q | AI/ML Framework | 0.1% | 1 |
| 1046 | Amazon ECS | Containers / Orchestration | 0.1% | 1 |
| 1047 | Altium | Developer Tool | 0.1% | 1 |
| 1048 | AgnosAI | Framework / Library | 0.1% | 1 |
| 1049 | Agentic AI | AI/ML Concept | 0.1% | 1 |
| 1050 | Agentforce | AI/ML Framework | 0.1% | 1 |
| 1051 | Agenta | Framework / Library | 0.1% | 1 |
| 1052 | AgentCore | Cloud / Platform | 0.1% | 1 |
| 1053 | Agent Engine | AI/ML Framework | 0.1% | 1 |
| 1054 | Agent Development Kit | Framework / Library | 0.1% | 1 |
| 1055 | Adobe XD | Developer Tool | 0.1% | 1 |
| 1056 | Active Directory | Security / Networking | 0.1% | 1 |
| 1057 | Accelerator | AI/ML Framework | 0.1% | 1 |
| 1058 | Accelerate | Framework / Library | 0.1% | 1 |
| 1059 | AWS Textract | Cloud / Platform | 0.1% | 1 |
| 1060 | AWS Step Functions | Cloud / Platform | 0.1% | 1 |
| 1061 | AWS S3 | Cloud / Platform | 0.1% | 1 |
| 1062 | AWS Lambda | Cloud / Platform | 0.1% | 1 |
| 1063 | AWS Cloud | Cloud / Platform | 0.1% | 1 |
| 1064 | AWS CDK | Developer Tool | 0.1% | 1 |
| 1065 | AWS AI/ML | Cloud / Platform | 0.1% | 1 |
| 1066 | AUTOSAR | Embedded / Hardware | 0.1% | 1 |
| 1067 | ASR | AI/ML Concept | 0.1% | 1 |
| 1068 | ASIC | Embedded / Hardware | 0.1% | 1 |
| 1069 | ARM templates | DevOps / CI/CD | 0.1% | 1 |
| 1070 | ARM | DevOps / CI/CD | 0.1% | 1 |
| 1071 | ARKit | Framework / Library | 0.1% | 1 |
| 1072 | APM | Technical Capability | 0.1% | 1 |
| 1073 | APIs | Protocol / API / Standard | 0.1% | 1 |
| 1074 | API-Security | Security / Networking | 0.1% | 1 |
| 1075 | API design | Architecture | 0.1% | 1 |
| 1076 | ANE | Cloud / Platform | 0.1% | 1 |
| 1077 | AI/ML‑plattformar | AI/ML Framework | 0.1% | 1 |
| 1078 | AI/LLM | AI/ML Concept | 0.1% | 1 |
| 1079 | ADF | DevOps / CI/CD | 0.1% | 1 |
| 1080 | AD | Security / Networking | 0.1% | 1 |
| 1081 | ABAP OO | Language | 0.1% | 1 |
| 1082 | 802.1X | Protocol / API / Standard | 0.1% | 1 |
| 1083 | .NET/C# | Language | 0.1% | 1 |
| 1084 | .NET 7 | Language | 0.1% | 1 |
Seniority
Top Countries
Sub-roles
| Sub-role | Jobs | |
|---|---|---|
| machine learning engineer | 349 | |
| data scientist | 114 | |
| software engineer | 103 | |
| ai/ml engineer | 76 | |
| data engineer | 67 | |
| platform engineer | 23 | |
| mlops engineer | 23 | |
| ai research engineer | 23 | |
| machine learning scientist | 13 | |
| intern | 11 | |
| product engineer | 10 | |
| full stack engineer | 9 | |
| cloud & ai developer | 9 | |
| genai engineer | 8 | |
| cloud engineer | 8 | |
| member of technical staff | 7 | |
| generative ai engineer | 7 | |
| solutions engineer | 6 | |
| identity ai / ml engineer | 6 | |
| applied ai engineer | 6 | |
| it support engineer | 5 | |
| site reliability engineer | 4 | |
| ml/ai engineer | 4 | |
| mechanical engineer | 4 | |
| industrial automation engineer | 4 | |
| engineering manager | 4 | |
| data science consultant | 4 | |
| ai engineer softwareentwicklung | 4 | |
| system engineer | 3 | |
| python engineer | 3 | |
| forward deployed ai engineer | 3 | |
| ekino | 3 | |
| alternance technicien / ingénieur en intelligence artificielle | 3 | |
| statistiker med inriktning mot datahantering/data science | 2 | |
| stage | 2 | |
| robotics engineer | 2 | |
| quantitative development | 2 | |
| python machine learning model developer | 2 | |
| prompt engineer/ai engineer | 2 | |
| pm and growth engineer | 2 | |
| palantir foundry engineer | 2 | |
| ml & embedded vision systems engineer | 2 | |
| medior ai consultant | 2 | |
| machine learning research internship | 2 | |
| machine learning operations trainee | 2 | |
| ingénieur système machine learning f/h | 2 | |
| ingénieur développement logiciel | 2 | |
| ingénieur devops f/h | 2 | |
| ingénieur data science | 2 | |
| inference ml runtime engineer | 2 | |
| geospatial analytics engineer | 2 | |
| devops engineer/ ai | 2 | |
| consultant ai engineering | 2 | |
| computer vision engineer for drone systems | 2 | |
| cloud infrastructure architect aws | 2 | |
| business intelligence engineer | 2 | |
| backend integration engineer | 2 | |
| artificial intelligence and machine learning graduate | 2 | |
| applied scientist | 2 | |
| alternance chef de projet seo-geo | 2 | |
| aerodynamics testing engineer | 2 | |
| working student simulation-based fine-tuning & benchmarking for vla-models | 1 | |
| vc investor | 1 | |
| unity developer | 1 | |
| technisch accountmanager lubrication | 1 | |
| technicien micro réseau h/f | 1 | |
| technical service operations lead | 1 | |
| technical program manager | 1 | |
| team manager r&d | 1 | |
| team lead ai & rd | 1 | |
| systeemarchitect | 1 | |
| svensklärare | 1 | |
| specialist/engineer ai/"intent-based netorking" | 1 | |
| software developer | 1 | |
| scientific business analyst- basel | 1 | |
| salesforce devops engineer | 1 | |
| safety engineer | 1 | |
| rnd project manager | 1 | |
| responsable support & accompagnement | 1 | |
| rapid prototyping engineer | 1 | |
| quantum engineer | 1 | |
| python-ai_ml-genai- senior engineer | 1 | |
| propulsion engineer | 1 | |
| program manager phygital h/f | 1 | |
| physicist | 1 | |
| operations project leader h/f | 1 | |
| on-site berlin: xr developer | 1 | |
| mobile engineer | 1 | |
| ml pipeline engineer | 1 | |
| ml infrastructure engineer | 1 | |
| ml engineer confirmé | 1 | |
| ml engineer at cosinesh | 1 | |
| ml application engineer | 1 | |
| mjukvaruarkitekt | 1 | |
| materials engineer | 1 | |
| manager infrastructure & plateforme bobbee | 1 | |
| manager devops | 1 | |
| machine learning/computer vision engineer | 1 | |
| llm / ai engineer predictive maintenance agent | 1 | |
| kreativ utvecklare eller webbutvecklare / api-specialist till tidy merch | 1 | |
| konsultchef inom ai & data | 1 | |
| ingénieur·e de recherche | 1 | |
| ingénieur systèmes embarqués | 1 | |
| ingénieur r&d en ia/machine learning/deep learning | 1 | |
| ingénieur ia en solution saas international | 1 | |
| ingénieur etudes amonts | 1 | |
| ingénieur en automatisation des tests en ia/machine learning /deep learning | 1 | |
| ingenieur de recherche en machine learning pour les simulations physiques | 1 | |
| information security officer | 1 | |
| incubation engineer | 1 | |
| in machine learning for antibody-antigen complex scoring | 1 | |
| image reinforcement learning expert | 1 | |
| fundamental equities nlp/ml engineer | 1 | |
| fullstackingenjör med ai-fokus | 1 | |
| full stack engineer: attribute enrichment | 1 | |
| frontend engineer | 1 | |
| formateur en réseaux et sécurité transmission sans fil | 1 | |
| finance digital transformation | 1 | |
| field test engineer / operator | 1 | |
| field service technician* | 1 | |
| eeg engineer at cibm chuv-unil | 1 | |
| devops h/f | 1 | |
| developer relations/ml engineer | 1 | |
| delivery consultant | 1 | |
| databricks specialist till knowit i göteborg! | 1 | |
| data science director | 1 | |
| data platform architect | 1 | |
| data & ai senior test manager / quality lead | 1 | |
| data & ai educator | 1 | |
| cq trainee programme | 1 | |
| computer vision/ml engineer | 1 | |
| computer scientist ⏤ onsite/remote | 1 | |
| co-founder | 1 | |
| chef de projet transformation digitale h/f | 1 | |
| chaos labs | 1 | |
| cdd 10 mois | 1 | |
| bsc/msc final year internship | 1 | |
| bioinformaticien | 1 | |
| bi-konsult | 1 | |
| autonomous engineer | 1 | |
| automationsstrateg med inriktning på ai | 1 | |
| archon labs | 1 | |
| architecte cloud aws | 1 | |
| architect geospatial technology | 1 | |
| applied ai specialist | 1 | |
| application consultant sap is-u | 1 | |
| alternance développeur cloud html5/java f/h | 1 | |
| aktiv problemlösare | 1 | |
| aiml | 1 | |
| ai4it development squad lead 80 | 1 | |
| ai/ml architect | 1 | |
| ai-engineer stellendam | 1 | |
| ai workflow engineer | 1 | |
| ai lead / architect | 1 | |
| ai lab | 1 | |
| ai engineer translation management | 1 | |
| ai engineer till sundsvall/umeå | 1 | |
| ai engineer till axfood it | 1 | |
| ai engineer new grad 2025-2026 | 1 | |
| ai enablement | 1 | |
| afstudeeropdrachten | 1 | |
| [permanent] ai engineer | 1 |