Data Engineer
178 jobs · 4 sub-roles · 16 countries
Top Skills
% of postings mentioning each skill
| # | Skill | Category | Prevalence | Jobs |
|---|---|---|---|---|
| 1 | Python | Language | 79.2% | 141 |
| 2 | SQL | Language | 78.1% | 139 |
| 3 | Snowflake | Database | 29.2% | 52 |
| 4 | Airflow | DevOps / CI/CD | 26.4% | 47 |
| 5 | Spark | Framework / Library | 22.5% | 40 |
| 6 | AWS | Cloud / Platform | 22.5% | 40 |
| 7 | dbt | Framework / Library | 20.8% | 37 |
| 8 | Databricks | Data Platform | 19.7% | 35 |
| 9 | Azure | Cloud / Platform | 19.7% | 35 |
| 10 | Scala | Language | 18.5% | 33 |
| 11 | Java | Language | 17.4% | 31 |
| 12 | PySpark | Framework / Library | 15.2% | 27 |
| 13 | Kafka | Message Broker | 14.6% | 26 |
| 14 | BigQuery | Database | 14.6% | 26 |
| 15 | Git | Developer Tool | 12.9% | 23 |
| 16 | GCP | Cloud / Platform | 12.4% | 22 |
| 17 | Terraform | DevOps / CI/CD | 10.7% | 19 |
| 18 | Power BI | Developer Tool | 10.7% | 19 |
| 19 | Redshift | Database | 10.1% | 18 |
| 20 | Kubernetes | Containers / Orchestration | 10.1% | 18 |
| 21 | Tableau | Data Platform | 9.6% | 17 |
| 22 | CI/CD | DevOps / CI/CD | 7.9% | 14 |
| 23 | Azure Data Factory | Cloud / Platform | 7.3% | 13 |
| 24 | Docker | Containers / Orchestration | 6.7% | 12 |
| 25 | REST APIs | Protocol / API / Standard | 6.2% | 11 |
| 26 | Flink | Data Platform | 6.2% | 11 |
| 27 | Fivetran | Developer Tool | 5.6% | 10 |
| 28 | C# | Language | 5.6% | 10 |
| 29 | S3 | Cloud / Platform | 5.1% | 9 |
| 30 | Glue | Cloud / Platform | 5.1% | 9 |
| 31 | Delta Lake | Database | 5.1% | 9 |
| 32 | PyTorch | AI/ML Framework | 4.5% | 8 |
| 33 | Pandas | Framework / Library | 4.5% | 8 |
| 34 | Looker | Data Platform | 4.5% | 8 |
| 35 | JavaScript | Language | 4.5% | 8 |
| 36 | Hive | Database | 4.5% | 8 |
| 37 | Hadoop | Data Platform | 4.5% | 8 |
| 38 | GitLab | DevOps / CI/CD | 4.5% | 8 |
| 39 | ETL | Data Platform | 4.5% | 8 |
| 40 | TensorFlow | AI/ML Framework | 3.9% | 7 |
| 41 | Azure DevOps | DevOps / CI/CD | 3.9% | 7 |
| 42 | Synapse | Cloud / Platform | 3.4% | 6 |
| 43 | R | Language | 3.4% | 6 |
| 44 | NumPy | Framework / Library | 3.4% | 6 |
| 45 | NoSQL | Database | 3.4% | 6 |
| 46 | LangChain | AI/ML Framework | 3.4% | 6 |
| 47 | Dagster | DevOps / CI/CD | 3.4% | 6 |
| 48 | C++ | Language | 3.4% | 6 |
| 49 | scikit-learn | AI/ML Framework | 2.8% | 5 |
| 50 | Salesforce | Cloud / Platform | 2.8% | 5 |
| 51 | PostgreSQL | Database | 2.8% | 5 |
| 52 | Linux | Operating System | 2.8% | 5 |
| 53 | Lambda | Cloud / Platform | 2.8% | 5 |
| 54 | Jenkins | DevOps / CI/CD | 2.8% | 5 |
| 55 | Google Cloud Platform | Cloud / Platform | 2.8% | 5 |
| 56 | DevOps | DevOps / CI/CD | 2.8% | 5 |
| 57 | ClickHouse | Database | 2.8% | 5 |
| 58 | Azure SQL | Cloud / Platform | 2.8% | 5 |
| 59 | Apache Iceberg | Database | 2.8% | 5 |
| 60 | Agile | Methodology | 2.8% | 5 |
| 61 | TypeScript | Language | 2.2% | 4 |
| 62 | Statsmodels | Framework / Library | 2.2% | 4 |
| 63 | SciPy | Framework / Library | 2.2% | 4 |
| 64 | SQL Server | Database | 2.2% | 4 |
| 65 | REST | Protocol / API / Standard | 2.2% | 4 |
| 66 | Pub/Sub | Message Broker | 2.2% | 4 |
| 67 | Prefect | Developer Tool | 2.2% | 4 |
| 68 | Oracle | Database | 2.2% | 4 |
| 69 | Hex | Data Platform | 2.2% | 4 |
| 70 | HDFS | Database | 2.2% | 4 |
| 71 | GitHub Actions | DevOps / CI/CD | 2.2% | 4 |
| 72 | GitHub | Developer Tool | 2.2% | 4 |
| 73 | Cloud Storage | Cloud / Platform | 2.2% | 4 |
| 74 | Athena | Cloud / Platform | 2.2% | 4 |
| 75 | machine learning | AI/ML Concept | 1.7% | 3 |
| 76 | dbt Cloud | Developer Tool | 1.7% | 3 |
| 77 | Vertex AI | Cloud / Platform | 1.7% | 3 |
| 78 | Talend | Developer Tool | 1.7% | 3 |
| 79 | Spark Streaming | Framework / Library | 1.7% | 3 |
| 80 | SSIS | Data Platform | 1.7% | 3 |
| 81 | Presto | Framework / Library | 1.7% | 3 |
| 82 | PowerShell | Language | 1.7% | 3 |
| 83 | Parquet | Protocol / API / Standard | 1.7% | 3 |
| 84 | MySQL | Database | 1.7% | 3 |
| 85 | Microsoft Fabric | Data Platform | 1.7% | 3 |
| 86 | MapReduce | Framework / Library | 1.7% | 3 |
| 87 | MLOps | DevOps / CI/CD | 1.7% | 3 |
| 88 | Kinesis | Message Broker | 1.7% | 3 |
| 89 | JAX | AI/ML Framework | 1.7% | 3 |
| 90 | Great Expectations | Developer Tool | 1.7% | 3 |
| 91 | Excel | Developer Tool | 1.7% | 3 |
| 92 | ETL/ELT | Data Platform | 1.7% | 3 |
| 93 | EMR | Cloud / Platform | 1.7% | 3 |
| 94 | Dataflow | DevOps / CI/CD | 1.7% | 3 |
| 95 | Data Factory | DevOps / CI/CD | 1.7% | 3 |
| 96 | C/C++ | Language | 1.7% | 3 |
| 97 | Bash | Language | 1.7% | 3 |
| 98 | Azure Synapse Analytics | Cloud / Platform | 1.7% | 3 |
| 99 | Azure Functions | Cloud / Platform | 1.7% | 3 |
| 100 | Apache Kafka | Message Broker | 1.7% | 3 |
| 101 | Apache Beam | Framework / Library | 1.7% | 3 |
| 102 | data warehousing | Architecture | 1.1% | 2 |
| 103 | data modeling | Technical Capability | 1.1% | 2 |
| 104 | Yarn | Containers / Orchestration | 1.1% | 2 |
| 105 | Unix | Operating System | 1.1% | 2 |
| 106 | Unity Catalog | Data Platform | 1.1% | 2 |
| 107 | Torch | AI/ML Framework | 1.1% | 2 |
| 108 | TFX | AI/ML Framework | 1.1% | 2 |
| 109 | Seaborn | Framework / Library | 1.1% | 2 |
| 110 | SageMaker | AI/ML Framework | 1.1% | 2 |
| 111 | SQL Server Integration Services | Developer Tool | 1.1% | 2 |
| 112 | SQL Server Analysis Services | Developer Tool | 1.1% | 2 |
| 113 | React | Framework / Library | 1.1% | 2 |
| 114 | Pulumi | DevOps / CI/CD | 1.1% | 2 |
| 115 | Power Automate | Developer Tool | 1.1% | 2 |
| 116 | PostHog | Developer Tool | 1.1% | 2 |
| 117 | ODBC | Protocol / API / Standard | 1.1% | 2 |
| 118 | Nifi | DevOps / CI/CD | 1.1% | 2 |
| 119 | MuleSoft | Developer Tool | 1.1% | 2 |
| 120 | MongoDB | Database | 1.1% | 2 |
| 121 | Mixpanel | Developer Tool | 1.1% | 2 |
| 122 | Maven | Developer Tool | 1.1% | 2 |
| 123 | Matplotlib | Framework / Library | 1.1% | 2 |
| 124 | LLMs | AI/ML Concept | 1.1% | 2 |
| 125 | Jupyter | Developer Tool | 1.1% | 2 |
| 126 | Jira | Developer Tool | 1.1% | 2 |
| 127 | HubSpot | Developer Tool | 1.1% | 2 |
| 128 | HTML | Language | 1.1% | 2 |
| 129 | Google Cloud | Cloud / Platform | 1.1% | 2 |
| 130 | GenAI | AI/ML Concept | 1.1% | 2 |
| 131 | Dataform | Framework / Library | 1.1% | 2 |
| 132 | Datadog | Developer Tool | 1.1% | 2 |
| 133 | DataStage | Data Platform | 1.1% | 2 |
| 134 | CloudFormation | DevOps / CI/CD | 1.1% | 2 |
| 135 | Cloud Composer | DevOps / CI/CD | 1.1% | 2 |
| 136 | ChatGPT | AI/ML Concept | 1.1% | 2 |
| 137 | CSS | Language | 1.1% | 2 |
| 138 | CI/CD pipelines | DevOps / CI/CD | 1.1% | 2 |
| 139 | Bitbucket | Developer Tool | 1.1% | 2 |
| 140 | Azure Event Hubs | Cloud / Platform | 1.1% | 2 |
| 141 | Azure AI Foundry | Cloud / Platform | 1.1% | 2 |
| 142 | Amplitude | Developer Tool | 1.1% | 2 |
| 143 | Airbyte | Developer Tool | 1.1% | 2 |
| 144 | vector databases | Database | 0.6% | 1 |
| 145 | survival analysis | AI/ML Concept | 0.6% | 1 |
| 146 | shell scripting | Language | 0.6% | 1 |
| 147 | sequence models | AI/ML Concept | 0.6% | 1 |
| 148 | reverse ETL | Methodology | 0.6% | 1 |
| 149 | prompt engineering | AI/ML Concept | 0.6% | 1 |
| 150 | jooq | Framework / Library | 0.6% | 1 |
| 151 | distributed data processing | Technical Capability | 0.6% | 1 |
| 152 | anomaly detection | AI/ML Concept | 0.6% | 1 |
| 153 | Workato | Developer Tool | 0.6% | 1 |
| 154 | Vue.js | Framework / Library | 0.6% | 1 |
| 155 | VBA | Language | 0.6% | 1 |
| 156 | Trino | Database | 0.6% | 1 |
| 157 | Teradata | Data Platform | 0.6% | 1 |
| 158 | Temporal | DevOps / CI/CD | 0.6% | 1 |
| 159 | TIBCO BusinessWorks 6 | Framework / Library | 0.6% | 1 |
| 160 | Streamlit | Framework / Library | 0.6% | 1 |
| 161 | Stream Analytics | Technical Capability | 0.6% | 1 |
| 162 | Starburst | Database | 0.6% | 1 |
| 163 | Stambia | Developer Tool | 0.6% | 1 |
| 164 | Spring Boot | Framework / Library | 0.6% | 1 |
| 165 | Spring | Framework / Library | 0.6% | 1 |
| 166 | Spotfire | Developer Tool | 0.6% | 1 |
| 167 | Spark Structured Streaming | Framework / Library | 0.6% | 1 |
| 168 | Spark SQL | Protocol / API / Standard | 0.6% | 1 |
| 169 | Spanner | Database | 0.6% | 1 |
| 170 | Snowflake Scripting | Language | 0.6% | 1 |
| 171 | SSMs | Developer Tool | 0.6% | 1 |
| 172 | SSAS Tabular | Data Platform | 0.6% | 1 |
| 173 | SQL Server Reporting Services (SSRS) | Developer Tool | 0.6% | 1 |
| 174 | SQL Management Studio | Developer Tool | 0.6% | 1 |
| 175 | SOAP | Protocol / API / Standard | 0.6% | 1 |
| 176 | SIEM | Security / Networking | 0.6% | 1 |
| 177 | SFTP | Protocol / API / Standard | 0.6% | 1 |
| 178 | Rust | Language | 0.6% | 1 |
| 179 | Redpanda | Framework / Library | 0.6% | 1 |
| 180 | RabbitMQ | Message Broker | 0.6% | 1 |
| 181 | RDS | Database | 0.6% | 1 |
| 182 | RAG | AI/ML Concept | 0.6% | 1 |
| 183 | Qlik Sense | Developer Tool | 0.6% | 1 |
| 184 | Qlik Data Integration Suite | Data Platform | 0.6% | 1 |
| 185 | Pytest | Developer Tool | 0.6% | 1 |
| 186 | PySql | Language | 0.6% | 1 |
| 187 | Pulsar | Message Broker | 0.6% | 1 |
| 188 | Protobuf | Protocol / API / Standard | 0.6% | 1 |
| 189 | Prometheus | Developer Tool | 0.6% | 1 |
| 190 | PowerQuery | Developer Tool | 0.6% | 1 |
| 191 | Power Apps | Developer Tool | 0.6% | 1 |
| 192 | PostGIS | Technical Capability | 0.6% | 1 |
| 193 | Polars | Framework / Library | 0.6% | 1 |
| 194 | Palantir | Technical Capability | 0.6% | 1 |
| 195 | Pair Programming | Protocol / API / Standard | 0.6% | 1 |
| 196 | PaaS | Architecture | 0.6% | 1 |
| 197 | Outreach | Data Platform | 0.6% | 1 |
| 198 | Oracle Data Integrator | Developer Tool | 0.6% | 1 |
| 199 | OpenTofu | DevOps / CI/CD | 0.6% | 1 |
| 200 | Oozie | Developer Tool | 0.6% | 1 |
| 201 | OLAP | Technical Capability | 0.6% | 1 |
| 202 | OAuth | Protocol / API / Standard | 0.6% | 1 |
| 203 | Neo4j | Database | 0.6% | 1 |
| 204 | Monte Carlo | Developer Tool | 0.6% | 1 |
| 205 | Microsoft Office | Developer Tool | 0.6% | 1 |
| 206 | Microsoft Azure | Cloud / Platform | 0.6% | 1 |
| 207 | MettleCI | DevOps / CI/CD | 0.6% | 1 |
| 208 | Metabase | Data Platform | 0.6% | 1 |
| 209 | Matillion | DevOps / CI/CD | 0.6% | 1 |
| 210 | MS SQL Server | Database | 0.6% | 1 |
| 211 | MS SQL | Database | 0.6% | 1 |
| 212 | MPP | Architecture | 0.6% | 1 |
| 213 | LookML | Framework / Library | 0.6% | 1 |
| 214 | Logic Apps | Cloud / Platform | 0.6% | 1 |
| 215 | LlamaIndex | AI/ML Framework | 0.6% | 1 |
| 216 | Landa | Cloud / Platform | 0.6% | 1 |
| 217 | Lakeformation | Cloud / Platform | 0.6% | 1 |
| 218 | Kubernetes (K8s) | Containers / Orchestration | 0.6% | 1 |
| 219 | Kotlin | Language | 0.6% | 1 |
| 220 | Kafka Streams | Framework / Library | 0.6% | 1 |
| 221 | Jupyter Notebooks | Developer Tool | 0.6% | 1 |
| 222 | Jira Software | Developer Tool | 0.6% | 1 |
| 223 | JSON | Protocol / API / Standard | 0.6% | 1 |
| 224 | JS | Language | 0.6% | 1 |
| 225 | JMS | Protocol / API / Standard | 0.6% | 1 |
| 226 | JDBC | Protocol / API / Standard | 0.6% | 1 |
| 227 | Infrastructure as Code | DevOps / CI/CD | 0.6% | 1 |
| 228 | Informatica Intelligent Data Management Cloud (IDMC) | Developer Tool | 0.6% | 1 |
| 229 | Informatica | Developer Tool | 0.6% | 1 |
| 230 | IBM CloudPak (CP4D) | Cloud / Platform | 0.6% | 1 |
| 231 | Hugging Face | AI/ML Framework | 0.6% | 1 |
| 232 | Hightouch | DevOps / CI/CD | 0.6% | 1 |
| 233 | Helm | DevOps / CI/CD | 0.6% | 1 |
| 234 | HTML/CSS | Language | 0.6% | 1 |
| 235 | GxP | Compliance / Regulatory | 0.6% | 1 |
| 236 | Gremlin | Database | 0.6% | 1 |
| 237 | Grafana | Developer Tool | 0.6% | 1 |
| 238 | Gradle | Developer Tool | 0.6% | 1 |
| 239 | Google Sheets | Developer Tool | 0.6% | 1 |
| 240 | Google Analytics 360 | Developer Tool | 0.6% | 1 |
| 241 | Gong | Data Platform | 0.6% | 1 |
| 242 | Golang | Language | 0.6% | 1 |
| 243 | Gainsight | Data Platform | 0.6% | 1 |
| 244 | GA4 | Developer Tool | 0.6% | 1 |
| 245 | Elasticsearch | Database | 0.6% | 1 |
| 246 | ECS | Containers / Orchestration | 0.6% | 1 |
| 247 | DynamoDB | Database | 0.6% | 1 |
| 248 | DuckDB | Database | 0.6% | 1 |
| 249 | Docker Containers | Containers / Orchestration | 0.6% | 1 |
| 250 | Delta Live Tables | Data Platform | 0.6% | 1 |
| 251 | Delta | Framework / Library | 0.6% | 1 |
| 252 | Debezium | Message Broker | 0.6% | 1 |
| 253 | Dataiku | AI/ML Framework | 0.6% | 1 |
| 254 | Dataflow/Beam | Cloud / Platform | 0.6% | 1 |
| 255 | Databricks Asset Bundles | Framework / Library | 0.6% | 1 |
| 256 | Data Warehouse | Architecture | 0.6% | 1 |
| 257 | Dask | Data Platform | 0.6% | 1 |
| 258 | DAX | Language | 0.6% | 1 |
| 259 | D3.js | Framework / Library | 0.6% | 1 |
| 260 | Cube | Framework / Library | 0.6% | 1 |
| 261 | Confluence | Developer Tool | 0.6% | 1 |
| 262 | Collibra | Developer Tool | 0.6% | 1 |
| 263 | Cognite Data Fusion® | Data Platform | 0.6% | 1 |
| 264 | Clustering | AI/ML Concept | 0.6% | 1 |
| 265 | Cloud Run | Cloud / Platform | 0.6% | 1 |
| 266 | Cloud Functions | Cloud / Platform | 0.6% | 1 |
| 267 | Claude Code | AI/ML Framework | 0.6% | 1 |
| 268 | ChatGPT API | AI/ML Framework | 0.6% | 1 |
| 269 | CI pipelines | DevOps / CI/CD | 0.6% | 1 |
| 270 | CI / CD | DevOps / CI/CD | 0.6% | 1 |
| 271 | C | Language | 0.6% | 1 |
| 272 | Boomi | Framework / Library | 0.6% | 1 |
| 273 | BigQuery SQL | Database | 0.6% | 1 |
| 274 | BigQuery GIS | Technical Capability | 0.6% | 1 |
| 275 | Bicep | Developer Tool | 0.6% | 1 |
| 276 | Batch | Technical Capability | 0.6% | 1 |
| 277 | Bamboo | DevOps / CI/CD | 0.6% | 1 |
| 278 | Azure Synapse | Cloud / Platform | 0.6% | 1 |
| 279 | Azure Machine Learning | Cloud / Platform | 0.6% | 1 |
| 280 | Azure Data Lake Storage (ADLS) | Cloud / Platform | 0.6% | 1 |
| 281 | Azure Data Lake Storage | Database | 0.6% | 1 |
| 282 | Azure Data Lake | Cloud / Platform | 0.6% | 1 |
| 283 | Azure Cloud Services | Cloud / Platform | 0.6% | 1 |
| 284 | AtScale | Framework / Library | 0.6% | 1 |
| 285 | Apache Superset | Developer Tool | 0.6% | 1 |
| 286 | Apache Nifi | Developer Tool | 0.6% | 1 |
| 287 | Angular | Framework / Library | 0.6% | 1 |
| 288 | Anaconda | Developer Tool | 0.6% | 1 |
| 289 | Amazon Redshift | Database | 0.6% | 1 |
| 290 | Amazon RDS | Cloud / Platform | 0.6% | 1 |
| 291 | Amazon Quicksight | Data Platform | 0.6% | 1 |
| 292 | Alteryx | Developer Tool | 0.6% | 1 |
| 293 | Airtable | Data Platform | 0.6% | 1 |
| 294 | Ab Initio | Developer Tool | 0.6% | 1 |
| 295 | AWS Step Functions | Cloud / Platform | 0.6% | 1 |
| 296 | AWS MSK Connect | Cloud / Platform | 0.6% | 1 |
| 297 | API Gateway | Protocol / API / Standard | 0.6% | 1 |
| 298 | API | Protocol / API / Standard | 0.6% | 1 |
| 299 | AI/ML | AI/ML Concept | 0.6% | 1 |
| 300 | AI | AI/ML Concept | 0.6% | 1 |
| 301 | ADLS Gen2 | Cloud / Platform | 0.6% | 1 |
Seniority
Top Countries
Sub-roles
| Sub-role | Jobs | |
|---|---|---|
| data engineer | 174 | |
| software engineer | 2 | |
| python/data engineer | 1 | |
| alternance | 1 |