Roles / AI Engineer

AI Engineer

813 jobs · 191 sub-roles · 21 countries

Top Skills

Sub-role

% of postings mentioning each skill

#	Skill	Category	Prevalence	Jobs
1	Python	Language	51.9%	422
2	SQL	Database	13.7%	111
3	LangChain	AI/ML Framework	13.3%	108
4	JavaScript	Language	11.3%	92
5	AWS	Cloud / Platform	11.3%	92
6	LLMs	AI/ML Concept	10.5%	85
7	Azure	Cloud / Platform	10.3%	84
8	Docker	Containers / Orchestration	10.2%	83
9	PyTorch	AI/ML Framework	9.8%	80
10	Kubernetes	Containers / Orchestration	9.5%	77
11	RAG	AI/ML Concept	9.3%	76
12	TypeScript	Language	9.1%	74
13	GCP	Cloud / Platform	7.4%	60
14	TensorFlow	AI/ML Framework	7.1%	58
15	C++	Language	7.0%	57
16	C#	Language	6.4%	52
17	Java	Language	6.0%	49
18	CI/CD	DevOps / CI/CD	6.0%	49
19	Git	Developer Tool	5.8%	47
20	React	Framework / Library	5.3%	43
21	Terraform	DevOps / CI/CD	5.2%	42
22	prompt engineering	AI/ML Concept	4.3%	35
23	HTML	Protocol / API / Standard	4.1%	33
24	PostgreSQL	Database	3.9%	32
25	LlamaIndex	AI/ML Framework	3.7%	30
26	LangGraph	Framework / Library	3.7%	30
27	FastAPI	Framework / Library	3.7%	30
28	Go	Language	3.6%	29
29	Claude Code	AI/ML Framework	3.6%	29
30	Swift	Language	3.4%	28
31	Node.js	Language	3.4%	28
32	REST APIs	Protocol / API / Standard	3.1%	25
33	Pinecone	Database	3.1%	25
34	n8n	Developer Tool	3.0%	24
35	REST	Protocol / API / Standard	3.0%	24
36	Linux	Operating System	3.0%	24
37	Hugging Face	AI/ML Framework	2.8%	23
38	scikit-learn	AI/ML Framework	2.7%	22
39	retrieval-augmented generation (RAG)	AI/ML Concept	2.7%	22
40	data structures	Technical Capability	2.6%	21
41	algorithms	Technical Capability	2.6%	21
42	Rust	Language	2.6%	21
43	vector databases	Database	2.3%	19
44	FAISS	Database	2.3%	19
45	Airflow	DevOps / CI/CD	2.3%	19
46	Playwright	Developer Tool	2.2%	18
47	Large Language Models	AI/ML Concept	2.2%	18
48	Weaviate	Database	2.1%	17
49	RLHF	AI/ML Concept	2.1%	17
50	MLflow	DevOps / CI/CD	2.1%	17
51	GitHub Copilot	Developer Tool	2.1%	17
52	GitHub Actions	DevOps / CI/CD	2.1%	17
53	Databricks	Data Platform	2.1%	17
54	Azure OpenAI	Cloud / Platform	2.1%	17
55	Pandas	Framework / Library	2.0%	16
56	Google Cloud Platform	Cloud / Platform	2.0%	16
57	ChatGPT	AI/ML Framework	2.0%	16
58	Ansible	DevOps / CI/CD	2.0%	16
59	MLOps	DevOps / CI/CD	1.8%	15
60	Next.js	Framework / Library	1.7%	14
61	NLP	AI/ML Concept	1.7%	14
62	.NET	Framework / Library	1.7%	14
63	machine learning	AI/ML Concept	1.6%	13
64	DevOps	DevOps / CI/CD	1.6%	13
65	Angular	Framework / Library	1.6%	13
66	Semantic Kernel	Framework / Library	1.5%	12
67	OpenAI	Cloud / Platform	1.5%	12
68	NumPy	Framework / Library	1.5%	12
69	Gemini	AI/ML Framework	1.5%	12
70	Elasticsearch	Database	1.5%	12
71	Cursor	Developer Tool	1.5%	12
72	Azure DevOps	DevOps / CI/CD	1.5%	12
73	Vertex AI	Cloud / Platform	1.4%	11
74	Transformers	AI/ML Framework	1.4%	11
75	R	Language	1.4%	11
76	Streamlit	Framework / Library	1.2%	10
77	Spark	Data Platform	1.2%	10
78	Snowflake	Data Platform	1.2%	10
79	Selenium	Developer Tool	1.2%	10
80	Power BI	Developer Tool	1.2%	10
81	Microsoft Azure	Cloud / Platform	1.2%	10
82	Microsoft 365	CMS / Web Platform	1.2%	10
83	MATLAB	Language	1.2%	10
84	Kafka	Message Broker	1.2%	10
85	Jira	Developer Tool	1.2%	10
86	GitHub	Developer Tool	1.2%	10
87	Generative AI	AI/ML Concept	1.2%	10
88	CrewAI	Framework / Library	1.2%	10
89	debugging workflows	Technical Capability	1.1%	9
90	PySpark	Framework / Library	1.1%	9
91	MongoDB	Database	1.1%	9
92	Jenkins	DevOps / CI/CD	1.1%	9
93	GraphQL	Protocol / API / Standard	1.1%	9
94	Grafana	Developer Tool	1.1%	9
95	Flask	Framework / Library	1.1%	9
96	Bash	Language	1.1%	9
97	AWS Bedrock	AI/ML Framework	1.1%	9
98	pgvector	Database	1.0%	8
99	debugging	Technical Capability	1.0%	8
100	Zapier	DevOps / CI/CD	1.0%	8
101	Qdrant	Database	1.0%	8
102	Prometheus	Developer Tool	1.0%	8
103	Postman	Developer Tool	1.0%	8
104	PHP	Language	1.0%	8
105	OpenSearch	Database	1.0%	8
106	Make	Developer Tool	1.0%	8
107	Large Language Models (LLMs)	AI/ML Concept	1.0%	8
108	Langfuse	Developer Tool	1.0%	8
109	LangSmith	Framework / Library	1.0%	8
110	Azure AI Foundry	Cloud / Platform	1.0%	8
111	API	Protocol / API / Standard	1.0%	8
112	microservices	Architecture	0.9%	7
113	dbt	Developer Tool	0.9%	7
114	Supabase	Database	0.9%	7
115	Scrum	Methodology	0.9%	7
116	SQL Server	Database	0.9%	7
117	Power Platform	Developer Tool	0.9%	7
118	MySQL	Database	0.9%	7
119	Model Context Protocol	Protocol / API / Standard	0.9%	7
120	Milvus	Database	0.9%	7
121	Microsoft Copilot	Developer Tool	0.9%	7
122	MCP	Protocol / API / Standard	0.9%	7
123	LLM APIs	Protocol / API / Standard	0.9%	7
124	JSON	Protocol / API / Standard	0.9%	7
125	Golang	Language	0.9%	7
126	Cypress	Developer Tool	0.9%	7
127	C	Language	0.9%	7
128	Azure Data Factory	Data Platform	0.9%	7
129	AutoCAD	Developer Tool	0.9%	7
130	Agile	Methodology	0.9%	7
131	AI	AI/ML Concept	0.9%	7
132	Vue.js	Framework / Library	0.7%	6
133	SageMaker	Cloud / Platform	0.7%	6
134	SAML	Protocol / API / Standard	0.7%	6
135	Pytest	Framework / Library	0.7%	6
136	OpenAI API	AI/ML Framework	0.7%	6
137	Kotlin	Language	0.7%	6
138	JAX	Framework / Library	0.7%	6
139	GitLab CI	DevOps / CI/CD	0.7%	6
140	Copilot Studio	AI/ML Framework	0.7%	6
141	Chroma	Database	0.7%	6
142	BigQuery	Database	0.7%	6
143	AutoGen	Framework / Library	0.7%	6
144	Anthropic	AI/ML Framework	0.7%	6
145	AI agents	AI/ML Concept	0.7%	6
146	gRPC	Protocol / API / Standard	0.6%	5
147	fine-tuning	AI/ML Concept	0.6%	5
148	few-shot prompting	AI/ML Concept	0.6%	5
149	XML	Protocol / API / Standard	0.6%	5
150	XGBoost	Framework / Library	0.6%	5
151	Windows	Operating System	0.6%	5
152	Weights & Biases	Developer Tool	0.6%	5
153	Unix	Operating System	0.6%	5
154	Spring Boot	Framework / Library	0.6%	5
155	Redis	Database	0.6%	5
156	RESTful APIs	Protocol / API / Standard	0.6%	5
157	PowerShell	Language	0.6%	5
158	Power Automate	Developer Tool	0.6%	5
159	PLC	Embedded / Hardware	0.6%	5
160	OpenTelemetry	Developer Tool	0.6%	5
161	OpenCV	AI/ML Framework	0.6%	5
162	NestJS	Framework / Library	0.6%	5
163	LoRA	AI/ML Concept	0.6%	5
164	Laravel	Framework / Library	0.6%	5
165	JMeter	Developer Tool	0.6%	5
166	Haystack	AI/ML Framework	0.6%	5
167	Ethernet	Protocol / API / Standard	0.6%	5
168	DeepSpeed	Framework / Library	0.6%	5
169	DSPy	AI/ML Framework	0.6%	5
170	CSS	Language	0.6%	5
171	CI/CD pipelines	DevOps / CI/CD	0.6%	5
172	CAN	Protocol / API / Standard	0.6%	5
173	Azure Functions	Cloud / Platform	0.6%	5
174	Azure AI Search	Cloud / Platform	0.6%	5
175	vLLM	Framework / Library	0.5%	4
176	natural language processing	AI/ML Concept	0.5%	4
177	computer vision	AI/ML Concept	0.5%	4
178	agentic architectures	Architecture	0.5%	4
179	UVM	Framework / Library	0.5%	4
180	SystemVerilog	Language	0.5%	4
181	ServiceNow	Cloud / Platform	0.5%	4
182	Scala	Language	0.5%	4
183	Redshift	Database	0.5%	4
184	React.js	Framework / Library	0.5%	4
185	Ray	Framework / Library	0.5%	4
186	REST Assured	Framework / Library	0.5%	4
187	ONNX	AI/ML Framework	0.5%	4
188	OCR	Technical Capability	0.5%	4
189	OAuth	Protocol / API / Standard	0.5%	4
190	NoSQL	Database	0.5%	4
191	Mistral	AI/ML Framework	0.5%	4
192	Microsoft Project	Developer Tool	0.5%	4
193	Kubeflow	DevOps / CI/CD	0.5%	4
194	GitLab	DevOps / CI/CD	0.5%	4
195	Django	Framework / Library	0.5%	4
196	DeepEval	Framework / Library	0.5%	4
197	Confluence	Developer Tool	0.5%	4
198	Codex	Developer Tool	0.5%	4
199	C/C++	Language	0.5%	4
200	Agentic AI	AI/ML Concept	0.5%	4
201	webhooks	Protocol / API / Standard	0.4%	3
202	spaCy	AI/ML Framework	0.4%	3
203	prompt chaining	AI/ML Concept	0.4%	3
204	project controls	Technical Capability	0.4%	3
205	embeddings	AI/ML Concept	0.4%	3
206	deep learning	AI/ML Concept	0.4%	3
207	Zero Trust	Compliance / Regulatory	0.4%	3
208	UiPath	Developer Tool	0.4%	3
209	UPS Systems	Security / Networking	0.4%	3
210	Triton	AI/ML Framework	0.4%	3
211	TensorRT	AI/ML Framework	0.4%	3
212	Temporal	Developer Tool	0.4%	3
213	TCP/IP	Protocol / API / Standard	0.4%	3
214	Symfony	Framework / Library	0.4%	3
215	Splunk	Developer Tool	0.4%	3
216	Shell	Language	0.4%	3
217	Sentry	Developer Tool	0.4%	3
218	SSIS	Data Platform	0.4%	3
219	SPI	Protocol / API / Standard	0.4%	3
220	SAP	Cloud / Platform	0.4%	3
221	Robot Framework	Developer Tool	0.4%	3
222	React Native	Framework / Library	0.4%	3
223	Ragas	Framework / Library	0.4%	3
224	Pydantic	Framework / Library	0.4%	3
225	Power Apps	Developer Tool	0.4%	3
226	OpenShift	Containers / Orchestration	0.4%	3
227	Open Telekom Cloud	Cloud / Platform	0.4%	3
228	OAuth 2.0	Protocol / API / Standard	0.4%	3
229	Neo4j	Database	0.4%	3
230	Midjourney	Developer Tool	0.4%	3
231	Make.com	Developer Tool	0.4%	3
232	ML	Technical Capability	0.4%	3
233	Keras	Framework / Library	0.4%	3
234	ISO 27001	Compliance / Regulatory	0.4%	3
235	IAM	Security / Networking	0.4%	3
236	HVAC	Security / Networking	0.4%	3
237	Gradio	Framework / Library	0.4%	3
238	GenAI	AI/ML Concept	0.4%	3
239	GDPR	Compliance / Regulatory	0.4%	3
240	GD&T	Technical Capability	0.4%	3
241	GCP Vertex AI	Cloud / Platform	0.4%	3
242	Datadog	Developer Tool	0.4%	3
243	Chain of Thought	AI/ML Concept	0.4%	3
244	CUDA	AI/ML Framework	0.4%	3
245	CAFM	Developer Tool	0.4%	3
246	Azure ML	Cloud / Platform	0.4%	3
247	Azure Cloud	Cloud / Platform	0.4%	3
248	ArgoCD	DevOps / CI/CD	0.4%	3
249	ALM	Developer Tool	0.4%	3
250	vector search	Database	0.2%	2
251	static code analysis	Technical Capability	0.2%	2
252	reinforcement learning	AI/ML Concept	0.2%	2
253	project management	Technical Capability	0.2%	2
254	process control	Technical Capability	0.2%	2
255	networking	Security / Networking	0.2%	2
256	microservices architecture	Architecture	0.2%	2
257	mechatronica	Technical Capability	0.2%	2
258	mTLS	Security / Networking	0.2%	2
259	kserve	AI/ML Framework	0.2%	2
260	imitation learning	AI/ML Concept	0.2%	2
261	distributed systems	Architecture	0.2%	2
262	chain-of-thought	AI/ML Concept	0.2%	2
263	automated testing	Technical Capability	0.2%	2
264	asyncio	Framework / Library	0.2%	2
265	Yarn	Developer Tool	0.2%	2
266	Word	Developer Tool	0.2%	2
267	Webpack	Developer Tool	0.2%	2
268	WCAG	Protocol / API / Standard	0.2%	2
269	WAF	Security / Networking	0.2%	2
270	Visual Studio	Developer Tool	0.2%	2
271	Vercel	Cloud / Platform	0.2%	2
272	V0	Developer Tool	0.2%	2
273	Typesense	Database	0.2%	2
274	Trigger.dev	Developer Tool	0.2%	2
275	Talend	Data Platform	0.2%	2
276	Tailwind	Framework / Library	0.2%	2
277	Tableau	Data Platform	0.2%	2
278	Slack	Developer Tool	0.2%	2
279	Shopify	CMS / Web Platform	0.2%	2
280	SharePoint	CMS / Web Platform	0.2%	2
281	Serverless	Architecture	0.2%	2
282	SciPy	Framework / Library	0.2%	2
283	Salesforce	Developer Tool	0.2%	2
284	SaaS	Cloud / Platform	0.2%	2
285	STL	Framework / Library	0.2%	2
286	SSRS	Developer Tool	0.2%	2
287	SSO	Security / Networking	0.2%	2
288	SSAS	Developer Tool	0.2%	2
289	SOC 2	Compliance / Regulatory	0.2%	2
290	SIEM	Security / Networking	0.2%	2
291	SGLang	Framework / Library	0.2%	2
292	Root Cause Analysis	Methodology	0.2%	2
293	Rasa	Framework / Library	0.2%	2
294	RS232	Protocol / API / Standard	0.2%	2
295	RCM	Methodology	0.2%	2
296	RBAC	Security / Networking	0.2%	2
297	RAG pipelines	AI/ML Concept	0.2%	2
298	QLoRA	AI/ML Concept	0.2%	2
299	QGIS	Developer Tool	0.2%	2
300	PydanticAI	Framework / Library	0.2%	2
301	Puppeteer	Developer Tool	0.2%	2
302	Pulumi	DevOps / CI/CD	0.2%	2
303	Pulsar	Message Broker	0.2%	2
304	Prisma	Framework / Library	0.2%	2
305	Perl	Language	0.2%	2
306	PLCs	Embedded / Hardware	0.2%	2
307	PEFT	AI/ML Concept	0.2%	2
308	PCI-DSS	Compliance / Regulatory	0.2%	2
309	Oracle	Data Platform	0.2%	2
310	OpenFOAM	Developer Tool	0.2%	2
311	OpenClaw	Framework / Library	0.2%	2
312	Office 365	Developer Tool	0.2%	2
313	OIDC	Protocol / API / Standard	0.2%	2
314	Nx	Developer Tool	0.2%	2
315	NIST	Compliance / Regulatory	0.2%	2
316	MongoDB Vector DB	Database	0.2%	2
317	Microsoft Sentinel	Security / Networking	0.2%	2
318	Megatron-LM	Framework / Library	0.2%	2
319	Matplotlib	Framework / Library	0.2%	2
320	Matlab/Simulink	Developer Tool	0.2%	2
321	MS SQL	Database	0.2%	2
322	MRO	Domain Knowledge	0.2%	2
323	Lambda	Cloud / Platform	0.2%	2
324	LLaMA	Framework / Library	0.2%	2
325	LLM-as-a-judge	AI/ML Concept	0.2%	2
326	LLM orchestration frameworks	Technical Capability	0.2%	2
327	LLM	AI/ML Framework	0.2%	2
328	Kibana	Developer Tool	0.2%	2
329	Kanban	Methodology	0.2%	2
330	K8s	Containers / Orchestration	0.2%	2
331	Jest	Developer Tool	0.2%	2
332	JS	Language	0.2%	2
333	IoT	Embedded / Hardware	0.2%	2
334	Infrastructure as Code	DevOps / CI/CD	0.2%	2
335	IDS/IPS	Security / Networking	0.2%	2
336	Hugging Face Transformers	AI/ML Framework	0.2%	2
337	Helm	DevOps / CI/CD	0.2%	2
338	Hadoop	Data Platform	0.2%	2
339	GxP	Compliance / Regulatory	0.2%	2
340	GraphRAG	AI/ML Concept	0.2%	2
341	Google	AI/ML Framework	0.2%	2
342	Gin	Framework / Library	0.2%	2
343	Flutter	Framework / Library	0.2%	2
344	FlashAttention	Framework / Library	0.2%	2
345	Fabric	Data Platform	0.2%	2
346	Excel	Developer Tool	0.2%	2
347	Electrical/Electronic Engineering	Domain Knowledge	0.2%	2
348	Echo	Framework / Library	0.2%	2
349	ETL/ELT	Data Platform	0.2%	2
350	ETL	Data Platform	0.2%	2
351	EPA source test methods	Technical Capability	0.2%	2
352	ELK	Developer Tool	0.2%	2
353	ECS	Containers / Orchestration	0.2%	2
354	EC2	Cloud / Platform	0.2%	2
355	Dialogflow	Framework / Library	0.2%	2
356	Delta Lake	Data Platform	0.2%	2
357	Dataiku	Developer Tool	0.2%	2
358	Data Lake	Data Platform	0.2%	2
359	DVC	Developer Tool	0.2%	2
360	DNS	Security / Networking	0.2%	2
361	DASH	Framework / Library	0.2%	2
362	Cypher	Language	0.2%	2
363	Contentful	CMS / Web Platform	0.2%	2
364	Computerised Maintenance Management System	Technical Capability	0.2%	2
365	Computer Aided Design (CAD)	Technical Capability	0.2%	2
366	Cohere	Cloud / Platform	0.2%	2
367	Clay	Developer Tool	0.2%	2
368	Celery	Framework / Library	0.2%	2
369	Cassandra	Database	0.2%	2
370	CMMS	Developer Tool	0.2%	2
371	CMM	Developer Tool	0.2%	2
372	CAMO	Domain Knowledge	0.2%	2
373	BSI IT-Grundschutz	Protocol / API / Standard	0.2%	2
374	BMS	Security / Networking	0.2%	2
375	BDD	Methodology	0.2%	2
376	Azure AI	Cloud / Platform	0.2%	2
377	AutoML	AI/ML Framework	0.2%	2
378	AutoGPT	AI/ML Framework	0.2%	2
379	Argo Workflows	DevOps / CI/CD	0.2%	2
380	Apache Iceberg	Data Platform	0.2%	2
381	Android	Operating System	0.2%	2
382	Amazon Lex	Framework / Library	0.2%	2
383	Airtable	Developer Tool	0.2%	2
384	AWS S3	Cloud / Platform	0.2%	2
385	API Platform	Framework / Library	0.2%	2
386	AKS	Containers / Orchestration	0.2%	2
387	18th Edition	Technical Capability	0.2%	2
388	.NET Core	Framework / Library	0.2%	2
389	électrotechnique	Domain Knowledge	0.1%	1
390	weld	Technical Capability	0.1%	1
391	webhttp	Protocol / API / Standard	0.1%	1
392	vision	Technical Capability	0.1%	1
393	vector stores	AI/ML Concept	0.1%	1
394	variable speed drives	Technical Capability	0.1%	1
395	uvicorn	Framework / Library	0.1%	1
396	unit and integration testing	Technical Capability	0.1%	1
397	trl	Framework / Library	0.1%	1
398	total station	Developer Tool	0.1%	1
399	tokenisation	AI/ML Concept	0.1%	1
400	test-driven development	Methodology	0.1%	1
401	test automation	Methodology	0.1%	1
402	templating languages	Language	0.1%	1
403	tRPC	Framework / Library	0.1%	1
404	syslog	Protocol / API / Standard	0.1%	1
405	surveying	Technical Capability	0.1%	1
406	sonar/imagery systems	Domain Knowledge	0.1%	1
407	soil testing	Technical Capability	0.1%	1
408	software development	Technical Capability	0.1%	1
409	shell scripting	Language	0.1%	1
410	shadcn	Framework / Library	0.1%	1
411	servo control systems	Embedded / Hardware	0.1%	1
412	semantic + hybrid search	AI/ML Concept	0.1%	1
413	schematic capture	Developer Tool	0.1%	1
414	robotica	Technical Capability	0.1%	1
415	regex	Technical Capability	0.1%	1
416	red teaming	Technical Capability	0.1%	1
417	radio frequency	Domain Knowledge	0.1%	1
418	quality assurance project plans (QAPPs)	Technical Capability	0.1%	1
419	prompt injection	Security / Networking	0.1%	1
420	pneumatics	Technical Capability	0.1%	1
421	physics	Technical Capability	0.1%	1
422	penetration tests	Technical Capability	0.1%	1
423	optique/photonique	Technical Capability	0.1%	1
424	métrologie	Technical Capability	0.1%	1
425	municipal engineering	Domain Knowledge	0.1%	1
426	multimodality	Domain Knowledge	0.1%	1
427	multi-agent-system	AI/ML Concept	0.1%	1
428	modelling/simulation	Technical Capability	0.1%	1
429	model-based systems engineering (MBSE)	Methodology	0.1%	1
430	mechanical systems	Technical Capability	0.1%	1
431	mechanical engineering	Domain Knowledge	0.1%	1
432	maritime vehicles (AUV/USV)	Domain Knowledge	0.1%	1
433	marine diesels	Technical Capability	0.1%	1
434	machine learning fundamentals	AI/ML Concept	0.1%	1
435	macOS	Operating System	0.1%	1
436	low-code	Technical Capability	0.1%	1
437	lm-eval-harness	Framework / Library	0.1%	1
438	land development engineering	Domain Knowledge	0.1%	1
439	jQuery	Framework / Library	0.1%	1
440	intelligence artificielle	AI/ML Concept	0.1%	1
441	instrumentation électronique	Technical Capability	0.1%	1
442	infrastructure for distributed systems	Architecture	0.1%	1
443	inertial navigation	Domain Knowledge	0.1%	1
444	iOS	Operating System	0.1%	1
445	hls.js	Framework / Library	0.1%	1
446	graph databases	Database	0.1%	1
447	geoserver	Framework / Library	0.1%	1
448	genAI frameworks	AI/ML Framework	0.1%	1
449	first aid/CPR	Technical Capability	0.1%	1
450	firewalls	Security / Networking	0.1%	1
451	finance domain	Domain Knowledge	0.1%	1
452	few-shot learning	AI/ML Concept	0.1%	1
453	few-shot	AI/ML Concept	0.1%	1
454	event-driven architectures	Architecture	0.1%	1
455	embedded software	Embedded / Hardware	0.1%	1
456	email automation	Domain Knowledge	0.1%	1
457	electronics	Technical Capability	0.1%	1
458	electronic control unit	Technical Capability	0.1%	1
459	electrical systems	Technical Capability	0.1%	1
460	edge AI	Technical Capability	0.1%	1
461	document extraction	AI/ML Concept	0.1%	1
462	document AI	AI/ML Concept	0.1%	1
463	distributed training	Technical Capability	0.1%	1
464	distributed architectures	Architecture	0.1%	1
465	diffusion models	AI/ML Framework	0.1%	1
466	defense-in-depth	Technical Capability	0.1%	1
467	deep learning frameworks	AI/ML Concept	0.1%	1
468	data science	Technical Capability	0.1%	1
469	data modeling	Technical Capability	0.1%	1
470	curl	Developer Tool	0.1%	1
471	conversational AI	Technical Capability	0.1%	1
472	continuous integration	DevOps / CI/CD	0.1%	1
473	containerization	Containers / Orchestration	0.1%	1
474	cloud platforms	Cloud / Platform	0.1%	1
475	cloud infrastructure	Cloud / Platform	0.1%	1
476	chain-of-thought prompting	AI/ML Concept	0.1%	1
477	cables & connector	Technical Capability	0.1%	1
478	automation	Technical Capability	0.1%	1
479	artificial intelligence	Technical Capability	0.1%	1
480	apprentissage par renforcement	AI/ML Concept	0.1%	1
481	antenna	Technical Capability	0.1%	1
482	air quality simulation modeling	Technical Capability	0.1%	1
483	air quality or emissions monitoring equipment	Technical Capability	0.1%	1
484	agilem Arbeiten	Methodology	0.1%	1
485	agile development methodologies	Methodology	0.1%	1
486	agents	AI/ML Concept	0.1%	1
487	agentic workflows	AI/ML Concept	0.1%	1
488	agent orchestration	Containers / Orchestration	0.1%	1
489	Zscaler Private Access	Security / Networking	0.1%	1
490	Zscaler Internet Access	Security / Networking	0.1%	1
491	Zero-Trust Architekturen	Security / Networking	0.1%	1
492	Zero Trust Architecture	Architecture	0.1%	1
493	Zephyr	Developer Tool	0.1%	1
494	Zendesk	Developer Tool	0.1%	1
495	Zabbix	Developer Tool	0.1%	1
496	ZPA	Security / Networking	0.1%	1
497	ZIA	Security / Networking	0.1%	1
498	Yocto	Embedded / Hardware	0.1%	1
499	YAML	Protocol / API / Standard	0.1%	1
500	XLIFF	Protocol / API / Standard	0.1%	1
501	XAML	Protocol / API / Standard	0.1%	1
502	Windsurf	Developer Tool	0.1%	1
503	Windows Server 2022	Operating System	0.1%	1
504	Windows Server	Operating System	0.1%	1
505	Wi-Fi	Security / Networking	0.1%	1
506	WebSockets	Protocol / API / Standard	0.1%	1
507	WebGL	Framework / Library	0.1%	1
508	Web Application Firewalls	Security / Networking	0.1%	1
509	Weavy	Framework / Library	0.1%	1
510	WPF	Framework / Library	0.1%	1
511	Vue.js 3	Framework / Library	0.1%	1
512	Vitis AI	Developer Tool	0.1%	1
513	Vite	Developer Tool	0.1%	1
514	Visual Basic	Language	0.1%	1
515	Vision Transformers	AI/ML Concept	0.1%	1
516	Vertex AI Pipelines	Cloud / Platform	0.1%	1
517	Verilog	Language	0.1%	1
518	Vercel AI SDK	Framework / Library	0.1%	1
519	Vektordatenbanken	Database	0.1%	1
520	Vault	Security / Networking	0.1%	1
521	Valkey	Database	0.1%	1
522	Vacon	Developer Tool	0.1%	1
523	VPN	Security / Networking	0.1%	1
524	VMware	Cloud / Platform	0.1%	1
525	VIPRE	Framework / Library	0.1%	1
526	VHDL	Language	0.1%	1
527	VCA-certificering	Other	0.1%	1
528	User Acceptance Testing	Methodology	0.1%	1
529	Unsloth	AI/ML Framework	0.1%	1
530	Unreal	Framework / Library	0.1%	1
531	Unity Catalog	Data Platform	0.1%	1
532	Unity	Framework / Library	0.1%	1
533	UniRx	Framework / Library	0.1%	1
534	UPF	Protocol / API / Standard	0.1%	1
535	UFT	Developer Tool	0.1%	1
536	UDP	Protocol / API / Standard	0.1%	1
537	UART	Protocol / API / Standard	0.1%	1
538	Traxxall	Developer Tool	0.1%	1
539	Tosca	Developer Tool	0.1%	1
540	TorchTitan	Framework / Library	0.1%	1
541	Tomcat	Framework / Library	0.1%	1
542	Tokio	Framework / Library	0.1%	1
543	TestRail	Developer Tool	0.1%	1
544	TestComplete	Developer Tool	0.1%	1
545	TestCafe	Framework / Library	0.1%	1
546	TensorRT-LLM	Developer Tool	0.1%	1
547	TensorFlow/Keras	AI/ML Framework	0.1%	1
548	Tekla	Developer Tool	0.1%	1
549	Teamcenter	Developer Tool	0.1%	1
550	Tcl	Language	0.1%	1
551	TMAP	Technical Capability	0.1%	1
552	TDD	Methodology	0.1%	1
553	T-SQL	Database	0.1%	1
554	SystemD	Operating System	0.1%	1
555	SysML	Protocol / API / Standard	0.1%	1
556	Synapse	Data Platform	0.1%	1
557	SwiftUI	Framework / Library	0.1%	1
558	Swagger	Developer Tool	0.1%	1
559	Strapi	Data Platform	0.1%	1
560	Strands	AI/ML Framework	0.1%	1
561	Storm Water Pollution Prevention Plan	Technical Capability	0.1%	1
562	Statsig	Developer Tool	0.1%	1
563	Statistical Process Control	Technical Capability	0.1%	1
564	Stambia	Developer Tool	0.1%	1
565	StackAI	Developer Tool	0.1%	1
566	Sprachmodelle	AI/ML Concept	0.1%	1
567	Spark ML	AI/ML Framework	0.1%	1
568	Sora	AI/ML Framework	0.1%	1
569	SonarQube	Developer Tool	0.1%	1
570	Solr	Database	0.1%	1
571	SoapUI	Developer Tool	0.1%	1
572	Sklearn	AI/ML Framework	0.1%	1
573	SketchUp	Developer Tool	0.1%	1
574	Six Sigma	Methodology	0.1%	1
575	Shaka	Framework / Library	0.1%	1
576	Serial	Security / Networking	0.1%	1
577	Serde	Framework / Library	0.1%	1
578	Seaborn	Framework / Library	0.1%	1
579	Schema.org	Protocol / API / Standard	0.1%	1
580	Sanity	Data Platform	0.1%	1
581	Salesforce GPT	AI/ML Framework	0.1%	1
582	SageMaker Pipelines	AI/ML Concept	0.1%	1
583	STT	AI/ML Concept	0.1%	1
584	STCW	Protocol / API / Standard	0.1%	1
585	STAR-CCM+	Developer Tool	0.1%	1
586	SSAI	Protocol / API / Standard	0.1%	1
587	SRE	Technical Capability	0.1%	1
588	SPC	Technical Capability	0.1%	1
589	SPARQL	Protocol / API / Standard	0.1%	1
590	SOAP	Protocol / API / Standard	0.1%	1
591	SIL/HIL	Technical Capability	0.1%	1
592	SFT	AI/ML Concept	0.1%	1
593	SDL-Studio	Developer Tool	0.1%	1
594	SD-WAN	Security / Networking	0.1%	1
595	SCIM	Security / Networking	0.1%	1
596	SCA/SAST/DAST	DevOps / CI/CD	0.1%	1
597	SCA	Security / Networking	0.1%	1
598	SAST	Security / Networking	0.1%	1
599	SAP PowerDesigner	Developer Tool	0.1%	1
600	SAP 2000	Developer Tool	0.1%	1
601	S3	Cloud / Platform	0.1%	1
602	Réalité Virtuelle	Technical Capability	0.1%	1
603	Réalité Augmentée	Technical Capability	0.1%	1
604	Runway ML	AI/ML Framework	0.1%	1
605	Ruby	Language	0.1%	1
606	Routing/Switching	Security / Networking	0.1%	1
607	RocksDB	Database	0.1%	1
608	RocketMQ	Data Platform	0.1%	1
609	Robotic process automation	Developer Tool	0.1%	1
610	Robot Operating System	Framework / Library	0.1%	1
611	Risk Management	Technical Capability	0.1%	1
612	Risk Assessment	Technical Capability	0.1%	1
613	Revit	Developer Tool	0.1%	1
614	Retool	Developer Tool	0.1%	1
615	Render	Cloud / Platform	0.1%	1
616	Reflect	Framework / Library	0.1%	1
617	Redux	Framework / Library	0.1%	1
618	Rational Rhapsody	Developer Tool	0.1%	1
619	Radix	Framework / Library	0.1%	1
620	RabbitMQ	Message Broker	0.1%	1
621	RS485	Protocol / API / Standard	0.1%	1
622	ROS	Embedded / Hardware	0.1%	1
623	RLS	Security / Networking	0.1%	1
624	RL	AI/ML Concept	0.1%	1
625	RESTful ABAP Programming Model ("RAP")	Architecture	0.1%	1
626	REST- API	Protocol / API / Standard	0.1%	1
627	RELAP	Framework / Library	0.1%	1
628	RDS	Database	0.1%	1
629	RDF	Protocol / API / Standard	0.1%	1
630	RAG-Systemen	AI/ML Concept	0.1%	1
631	Qwen	AI/ML Framework	0.1%	1
632	Qt	Framework / Library	0.1%	1
633	Qlik Sense	Data Platform	0.1%	1
634	Qlik	Data Platform	0.1%	1
635	Qase	Developer Tool	0.1%	1
636	Puppet	DevOps / CI/CD	0.1%	1
637	Pub/Sub	Message Broker	0.1%	1
638	Promptflow	Developer Tool	0.1%	1
639	Prefect	DevOps / CI/CD	0.1%	1
640	PowerPoint	Developer Tool	0.1%	1
641	PostGIS	Technical Capability	0.1%	1
642	Poetry	Developer Tool	0.1%	1
643	Pig	Other	0.1%	1
644	Performer	Framework / Library	0.1%	1
645	Pega	Framework / Library	0.1%	1
646	Payload	Data Platform	0.1%	1
647	Part 145	Domain Knowledge	0.1%	1
648	PagedAttention	Framework / Library	0.1%	1
649	PTS	Domain Knowledge	0.1%	1
650	PTC Integrity Modeller	Developer Tool	0.1%	1
651	PSQL	Database	0.1%	1
652	PSD2	Protocol / API / Standard	0.1%	1
653	PPM	Technical Capability	0.1%	1
654	POM	Architecture	0.1%	1
655	PL/SQL	Language	0.1%	1
656	PHPStan	Developer Tool	0.1%	1
657	PDA	Developer Tool	0.1%	1
658	PCS	Technical Capability	0.1%	1
659	PCIe	Protocol / API / Standard	0.1%	1
660	PCB layout	Technical Capability	0.1%	1
661	PACS/RIS	Domain Knowledge	0.1%	1
662	P&ID	Technical Capability	0.1%	1
663	Outlook	Developer Tool	0.1%	1
664	Oracle Data Integrator	Developer Tool	0.1%	1
665	OpenVINO	AI/ML Framework	0.1%	1
666	OpenStack	Cloud / Platform	0.1%	1
667	OpenLLM	Framework / Library	0.1%	1
668	OpenGL	Framework / Library	0.1%	1
669	Open API	AI/ML Framework	0.1%	1
670	OneLake	Data Platform	0.1%	1
671	Okta Workflows	DevOps / CI/CD	0.1%	1
672	OWL	Protocol / API / Standard	0.1%	1
673	ONNX Runtime	Developer Tool	0.1%	1
674	ONC	Technical Capability	0.1%	1
675	OData	Protocol / API / Standard	0.1%	1
676	ODI	Developer Tool	0.1%	1
677	OCP – OpenShift Container Platform	Containers / Orchestration	0.1%	1
678	NotebookLM	AI/ML Framework	0.1%	1
679	Neuron AI	Framework / Library	0.1%	1
680	NetBackup	Developer Tool	0.1%	1
681	NVQ Level 3	Technical Capability	0.1%	1
682	NLU	AI/ML Concept	0.1%	1
683	NLTK	Framework / Library	0.1%	1
684	NIS 2	Protocol / API / Standard	0.1%	1
685	NERC Reliability Standards	Compliance / Regulatory	0.1%	1
686	NATS	Message Broker	0.1%	1
687	MxTest	Developer Tool	0.1%	1
688	Murex	Technical Capability	0.1%	1
689	Modbus	Protocol / API / Standard	0.1%	1
690	Microsoft Teams	Cloud / Platform	0.1%	1
691	Microsoft Power BI	Data Platform	0.1%	1
692	Microsoft Office	Developer Tool	0.1%	1
693	Microsoft Graph	Protocol / API / Standard	0.1%	1
694	Microsoft Fabric	Cloud / Platform	0.1%	1
695	Microsoft Dynamics 365	Technical Capability	0.1%	1
696	Microsoft Defender	Security / Networking	0.1%	1
697	Microsoft Bot Framework	Framework / Library	0.1%	1
698	Microsoft Azure AI Foundry	Cloud / Platform	0.1%	1
699	Microsoft Agent Framework	Framework / Library	0.1%	1
700	Mendix	Framework / Library	0.1%	1
701	Media3	Framework / Library	0.1%	1
702	Maven	Developer Tool	0.1%	1
703	Mathcad	Developer Tool	0.1%	1
704	Markitwire	Protocol / API / Standard	0.1%	1
705	Marketing Cloud	Data Platform	0.1%	1
706	MariaDB	Database	0.1%	1
707	Mapbox	Framework / Library	0.1%	1
708	Manhattan	Data Platform	0.1%	1
709	MS Word	Developer Tool	0.1%	1
710	MS SQL Server	Database	0.1%	1
711	MS Excel	Developer Tool	0.1%	1
712	MQTT	Protocol / API / Standard	0.1%	1
713	MMPRS	Developer Tool	0.1%	1
714	MFA	Security / Networking	0.1%	1
715	MCP-servrar	Protocol / API / Standard	0.1%	1
716	MCP servers	Technical Capability	0.1%	1
717	MCP protocols	Protocol / API / Standard	0.1%	1
718	MCP Compass	Developer Tool	0.1%	1
719	MAUI	Framework / Library	0.1%	1
720	Looker	Data Platform	0.1%	1
721	Logic Apps	Cloud / Platform	0.1%	1
722	LoadRunner Enterprise	Developer Tool	0.1%	1
723	LlamaParse	Framework / Library	0.1%	1
724	LiteLLM	Framework / Library	0.1%	1
725	Lightning Web Components	Framework / Library	0.1%	1
726	LiDAR	Technical Capability	0.1%	1
727	LevelDB	Database	0.1%	1
728	Legal AI	Domain Knowledge	0.1%	1
729	Lean Manufacturing	Methodology	0.1%	1
730	Lean	Methodology	0.1%	1
731	Lauterbach	Developer Tool	0.1%	1
732	LangFlow	Framework / Library	0.1%	1
733	Lakehouse	Data Platform	0.1%	1
734	LabsConnect	Other	0.1%	1
735	Labelbox	Developer Tool	0.1%	1
736	LaTeX	Protocol / API / Standard	0.1%	1
737	LLMOps	DevOps / CI/CD	0.1%	1
738	LLM-modeller	AI/ML Concept	0.1%	1
739	LLM-integrationer	AI/ML Concept	0.1%	1
740	LIN	Protocol / API / Standard	0.1%	1
741	LIMS	Domain Knowledge	0.1%	1
742	LDAP	Protocol / API / Standard	0.1%	1
743	L8 Legionella ACOP	Domain Knowledge	0.1%	1
744	Kimball-methodiek	Methodology	0.1%	1
745	KVM	Cloud / Platform	0.1%	1
746	KUSTO	Language	0.1%	1
747	KQL	Protocol / API / Standard	0.1%	1
748	Jupyter	Developer Tool	0.1%	1
749	Jira Software	Developer Tool	0.1%	1
750	Jira Service Management	Developer Tool	0.1%	1
751	JasperGold	Developer Tool	0.1%	1
752	Jamf	Developer Tool	0.1%	1
753	JWT	Protocol / API / Standard	0.1%	1
754	JBoss	Framework / Library	0.1%	1
755	IntelliJ	Developer Tool	0.1%	1
756	Infrastructure as Code (IaC)	DevOps / CI/CD	0.1%	1
757	Infraestructura como Código	DevOps / CI/CD	0.1%	1
758	ITIL	Methodology	0.1%	1
759	ISTQB Foundation	Technical Capability	0.1%	1
760	ISTQB	Technical Capability	0.1%	1
761	ISO 27001/27701	Protocol / API / Standard	0.1%	1
762	ISO 26262	Protocol / API / Standard	0.1%	1
763	IP routing	Security / Networking	0.1%	1
764	IIS Administration	Technical Capability	0.1%	1
765	IHE	Protocol / API / Standard	0.1%	1
766	IET 17th or 18th edition	Domain Knowledge	0.1%	1
767	IBM Watson	Framework / Library	0.1%	1
768	IA Generativa	AI/ML Concept	0.1%	1
769	I2C/I3C	Protocol / API / Standard	0.1%	1
770	I2C	Protocol / API / Standard	0.1%	1
771	Hudi	Data Platform	0.1%	1
772	HubSpot	Developer Tool	0.1%	1
773	Hive	Database	0.1%	1
774	Hajk	Framework / Library	0.1%	1
775	HTTPS	Protocol / API / Standard	0.1%	1
776	HTTP	Protocol / API / Standard	0.1%	1
777	HSM	Security / Networking	0.1%	1
778	HLS	Protocol / API / Standard	0.1%	1
779	HL7	Protocol / API / Standard	0.1%	1
780	HIPAA	Compliance / Regulatory	0.1%	1
781	HELIX	Other	0.1%	1
782	HBase	Database	0.1%	1
783	HBM Memory	Technical Capability	0.1%	1
784	HAZWOPER	Technical Capability	0.1%	1
785	HACCP	Domain Knowledge	0.1%	1
786	Great Expectations	Framework / Library	0.1%	1
787	Graylog	Developer Tool	0.1%	1
788	Graph ML	AI/ML Concept	0.1%	1
789	Google Vertex AI	Cloud / Platform	0.1%	1
790	Google Tag Manager	Developer Tool	0.1%	1
791	Google Search Console	Developer Tool	0.1%	1
792	Google Earth Engine	Data Platform	0.1%	1
793	Google Apps Script	Developer Tool	0.1%	1
794	Google Analytics	Data Platform	0.1%	1
795	Google ADK	Framework / Library	0.1%	1
796	Glue	Cloud / Platform	0.1%	1
797	GitOps	DevOps / CI/CD	0.1%	1
798	GitHub Issues	Developer Tool	0.1%	1
799	Git-based workflows	DevOps / CI/CD	0.1%	1
800	Geographic Information Systems (GIS)	Technical Capability	0.1%	1
801	Gemini Enterprise	AI/ML Framework	0.1%	1
802	Gemini APIs	Protocol / API / Standard	0.1%	1
803	Galileo	Developer Tool	0.1%	1
804	GPT-x	AI/ML Framework	0.1%	1
805	GPS	Technical Capability	0.1%	1
806	GPIB	Protocol / API / Standard	0.1%	1
807	GOTHIC	Framework / Library	0.1%	1
808	GNNs	AI/ML Framework	0.1%	1
809	GMP	Compliance / Regulatory	0.1%	1
810	GLiNER	AI/ML Framework	0.1%	1
811	GKE	Cloud / Platform	0.1%	1
812	GCP Vertex	Cloud / Platform	0.1%	1
813	Framer Motion	Framework / Library	0.1%	1
814	Foundry	Data Platform	0.1%	1
815	Foundation	Framework / Library	0.1%	1
816	Fortinet	Security / Networking	0.1%	1
817	Formal Property Verification	Technical Capability	0.1%	1
818	Formal Coverage Analysis	Technical Capability	0.1%	1
819	Flink	Data Platform	0.1%	1
820	Firebase	Cloud / Platform	0.1%	1
821	Finite Element Analysis (FEA)	Technical Capability	0.1%	1
822	FinOps	Methodology	0.1%	1
823	Figma	Developer Tool	0.1%	1
824	Fiddler	Developer Tool	0.1%	1
825	FME	Developer Tool	0.1%	1
826	FLOMASTER	Framework / Library	0.1%	1
827	F5 SPK	Security / Networking	0.1%	1
828	Express.js	Framework / Library	0.1%	1
829	ExoPlayer	Framework / Library	0.1%	1
830	EtherCAT	Security / Networking	0.1%	1
831	Engineer-in-Training (EIT)	Technical Capability	0.1%	1
832	Eclipse ABAP Development Tools ("ADT")	Developer Tool	0.1%	1
833	ECS/EKS	Containers / Orchestration	0.1%	1
834	EASA/EMAR Part M	Compliance / Regulatory	0.1%	1
835	EASA regulations	Compliance / Regulatory	0.1%	1
836	Dynamics 365	CMS / Web Platform	0.1%	1
837	Dust	Framework / Library	0.1%	1
838	Drupal	CMS / Web Platform	0.1%	1
839	Druid	Database	0.1%	1
840	Drizzle	Framework / Library	0.1%	1
841	Domain-Driven Design	Architecture	0.1%	1
842	Distributed Control System	Technical Capability	0.1%	1
843	Design of Experiments	Technical Capability	0.1%	1
844	Dataverse	Database	0.1%	1
845	Databricks Model Serving	Data Platform	0.1%	1
846	DataJoint	Database	0.1%	1
847	Data360	Data Platform	0.1%	1
848	Data Activator	Cloud / Platform	0.1%	1
849	Dask	Framework / Library	0.1%	1
850	Dapr	Framework / Library	0.1%	1
851	Dagster	Developer Tool	0.1%	1
852	DRM	Security / Networking	0.1%	1
853	DRAM	Technical Capability	0.1%	1
854	DORA	Protocol / API / Standard	0.1%	1
855	DOORS	Developer Tool	0.1%	1
856	DMS	Technical Capability	0.1%	1
857	DICOM	Protocol / API / Standard	0.1%	1
858	DDR	Protocol / API / Standard	0.1%	1
859	DCS	Embedded / Hardware	0.1%	1
860	DCIM	Developer Tool	0.1%	1
861	DAST	Security / Networking	0.1%	1
862	DALL·E	AI/ML Framework	0.1%	1
863	Cyber Security	Security / Networking	0.1%	1
864	Crossplane	DevOps / CI/CD	0.1%	1
865	Critical Infrastructure Protection (CIP)	Security / Networking	0.1%	1
866	CopilotKit	Framework / Library	0.1%	1
867	Copilot-agenter	AI/ML Framework	0.1%	1
868	Convolutional Neural Network	AI/ML Concept	0.1%	1
869	Context 7	Developer Tool	0.1%	1
870	Configuration Management	Technical Capability	0.1%	1
871	Comprehend	AI/ML Framework	0.1%	1
872	CompTIA Security+	Security / Networking	0.1%	1
873	CompEx	Technical Capability	0.1%	1
874	ComfyUI	Developer Tool	0.1%	1
875	ColdFusion	Language	0.1%	1
876	Cognigy	Framework / Library	0.1%	1
877	CodeRabbit	Developer Tool	0.1%	1
878	CloudFormation	DevOps / CI/CD	0.1%	1
879	Cloud Storage	Cloud / Platform	0.1%	1
880	Cloud Run	Cloud / Platform	0.1%	1
881	Cloud Functions	Cloud / Platform	0.1%	1
882	Cline	Developer Tool	0.1%	1
883	ClickUp	Developer Tool	0.1%	1
884	Civil 3D	Developer Tool	0.1%	1
885	City& Guilds Part 3	Technical Capability	0.1%	1
886	Chain-of-Thought (CoT)	AI/ML Concept	0.1%	1
887	Cesium	Framework / Library	0.1%	1
888	Ceph	Database	0.1%	1
889	Capital Improvement Program (CIP)	Domain Knowledge	0.1%	1
890	CWNA	Other	0.1%	1
891	CTF	Framework / Library	0.1%	1
892	CSAI	Protocol / API / Standard	0.1%	1
893	CQRS	Architecture	0.1%	1
894	CKMS	Security / Networking	0.1%	1
895	CISSP	Technical Capability	0.1%	1
896	CIS	Protocol / API / Standard	0.1%	1
897	CICD	DevOps / CI/CD	0.1%	1
898	CFD	Technical Capability	0.1%	1
899	CDP	Data Platform	0.1%	1
900	CDISC	Protocol / API / Standard	0.1%	1
901	CCNP	Technical Capability	0.1%	1
902	CCNA	Other	0.1%	1
903	CCAI	AI/ML Framework	0.1%	1
904	CATIA	Developer Tool	0.1%	1
905	CAFM system	Developer Tool	0.1%	1
906	C4I Systems	Domain Knowledge	0.1%	1
907	C#/.Net Core	Language	0.1%	1
908	Business Intelligence	Data Platform	0.1%	1
909	Bun	Framework / Library	0.1%	1
910	Building Management Systems	Technical Capability	0.1%	1
911	Building Information Modelling	Technical Capability	0.1%	1
912	BugBug	Framework / Library	0.1%	1
913	Bubble.io	Developer Tool	0.1%	1
914	BrowserStack	Developer Tool	0.1%	1
915	Botpress	Framework / Library	0.1%	1
916	Blue Yonder	Data Platform	0.1%	1
917	Blender	Developer Tool	0.1%	1
918	Biomedical Engineering	Technical Capability	0.1%	1
919	BigQuery ML	Data Platform	0.1%	1
920	Bicep	DevOps / CI/CD	0.1%	1
921	Behavior-Driven Development (BDD)	Methodology	0.1%	1
922	Bedrock Agents	AI/ML Framework	0.1%	1
923	BM25	AI/ML Concept	0.1%	1
924	Azure Machine Learning	AI/ML Framework	0.1%	1
925	Azure Gov	Cloud / Platform	0.1%	1
926	Azure DevOps Server	DevOps / CI/CD	0.1%	1
927	Azure DevOps Pipelines	DevOps / CI/CD	0.1%	1
928	Azure Dataverse	Database	0.1%	1
929	Azure Container Apps	Containers / Orchestration	0.1%	1
930	Azure Backup	Cloud / Platform	0.1%	1
931	Autotrain	AI/ML Framework	0.1%	1
932	Atlassian Jira Align	Developer Tool	0.1%	1
933	Arm Compute Library	Developer Tool	0.1%	1
934	Arize	Developer Tool	0.1%	1
935	ArcGIS	Developer Tool	0.1%	1
936	Application Insights	Developer Tool	0.1%	1
937	Appium	Framework / Library	0.1%	1
938	AppDynamics	Developer Tool	0.1%	1
939	App Services	Cloud / Platform	0.1%	1
940	Apollo	Developer Tool	0.1%	1
941	Apache TVM	Developer Tool	0.1%	1
942	Apache Paimon	Data Platform	0.1%	1
943	Apache Kafka	Message Broker	0.1%	1
944	Apache Fluss	Data Platform	0.1%	1
945	Apache	Framework / Library	0.1%	1
946	Anyscale	Cloud / Platform	0.1%	1
947	Amazon Web Services	Cloud / Platform	0.1%	1
948	Amazon Q	AI/ML Framework	0.1%	1
949	Allen Bradley	Developer Tool	0.1%	1
950	Aider	Developer Tool	0.1%	1
951	Agile/Scrum	Methodology	0.1%	1
952	Agentforce	AI/ML Framework	0.1%	1
953	AgentOps	DevOps / CI/CD	0.1%	1
954	AgentCore	AI/ML Framework	0.1%	1
955	Agent2Agent	Protocol / API / Standard	0.1%	1
956	Actix	Framework / Library	0.1%	1
957	Active Directory	Security / Networking	0.1%	1
958	Across	Developer Tool	0.1%	1
959	AWS Textract	AI/ML Framework	0.1%	1
960	AWS SageMaker	Cloud / Platform	0.1%	1
961	AWS GovCloud	Cloud / Platform	0.1%	1
962	AWS Certified Solutions Architect – Professional	Other	0.1%	1
963	AWS CDK	DevOps / CI/CD	0.1%	1
964	AWQ	AI/ML Concept	0.1%	1
965	AVALONIA	Framework / Library	0.1%	1
966	ATLAS	Developer Tool	0.1%	1
967	AR/VR	Technical Capability	0.1%	1
968	API’s	Protocol / API / Standard	0.1%	1
969	API-testing	Technical Capability	0.1%	1
970	API-Security	Technical Capability	0.1%	1
971	API integration	Protocol / API / Standard	0.1%	1
972	API design	Architecture	0.1%	1
973	API Management	Developer Tool	0.1%	1
974	AOSP	Operating System	0.1%	1
975	ANSYS Fluent	Developer Tool	0.1%	1
976	AMBA AXI	Protocol / API / Standard	0.1%	1
977	AIOps	DevOps / CI/CD	0.1%	1
978	AI/ML‑plattformar	Cloud / Platform	0.1%	1
979	AI/ML	Technical Capability	0.1%	1
980	AI-assisted development	Technical Capability	0.1%	1
981	AI tools	Technical Capability	0.1%	1
982	AI CRM	Domain Knowledge	0.1%	1
983	AI Act	Protocol / API / Standard	0.1%	1
984	AI / ML	AI/ML Concept	0.1%	1
985	AI & Machine Learning	AI/ML Concept	0.1%	1
986	AC/DC motors	Technical Capability	0.1%	1
987	A2A	Protocol / API / Standard	0.1%	1
988	6σ	Methodology	0.1%	1
989	6s	Methodology	0.1%	1
990	525kV HVDC	Domain Knowledge	0.1%	1
991	3D vision	AI/ML Concept	0.1%	1
992	3D and 2D Drafting	Technical Capability	0.1%	1
993	3D CAD software	Developer Tool	0.1%	1
994	3D	Technical Capability	0.1%	1
995	3 phase electrics	Technical Capability	0.1%	1
996	2D	Technical Capability	0.1%	1
997	.NET Aspire	Framework / Library	0.1%	1
998	.NET 8	Language	0.1%	1

Seniority

Top Countries

Sub-roles

Sub-role	Jobs
prompt engineer	194
software engineer	50
engineering	40
data & ai engineer	30
test automation engineer	22
machine learning engineer	17
ingénieur ia	16
python developer	14
ai/ml engineer	14
specialist	13
research engineer	12
applied ai engineer	11
quality engineer	10
genai engineer	9
cloud engineer	9
platform engineer	8
llm deployment engineer	8
generative ai engineer	8
data scientist	8
ai architect	8
technical support engineer	7
security engineer	7
ai engineer / consultant	7
maintenance tech	6
devops engineer	6
backend engineer	6
ai systems engineer	6
scheduling engineer	5
rust engineer	5
member of technical staff	5
full stack engineer	5
frontend engineer	5
ai solutions engineer	5
verification & validation engineer	4
technician	4
mechanical & physical engineer	4
forward deployed engineer	4
field application engineer	4
engineers/scientists/chemists/technicians	4
electrical electronic engineer	4
computer science engineer	4
chemical materials & process engineer	4
artificial intelligence engineer	4
applied ai scientist	4
solution engineer zscaler	3
software developer	3
multi skilled engineer	3
data product owner	3
customer success engineer	3
conversational ai designer	3
civil infrastructure engineer	3
ai- & agentic workflow engineer *	3
ai product engineer	3
ai / llm agent engineer	3
working student	2
thermofluids modelling engineer	2
techlead genai	2
systems & senior systems integration engineers	2
site reliability engineer	2
shift electrician	2
responsable practice data / ia	2
ml/llm engineer / python	2
legal engineer	2
ingenjörer till comatec sweden	2
growth team ai & automations lead	2
golang/go developer llm	2
full stack llm development associate manager	2
field service engineer	2
dutch speaker	2
digital	2
cdi	2
camo / mro engineer	2
business systems support engineer-tier	2
alternance développeur ia f/h	2
ai-enabled fullstack developer	2
ai video marketing internship	2
ai solutions architect/ai integration consultant	2
ai senior fullstack engineer	2
ai agents developer	2
agentic ai lead	2
young graduate	1
works coordinator	1
werkstudent*in ki prompting / prompt-engineer	1
vill du jobba i den nya basindustrin?	1
vikarierande gis-ingenjör	1
vacature: user researcher nn l&p services	1
utvecklare inom området ai	1
traineeship data & ai practitioner	1
test gear design engineer	1
technical content developer	1
tech power bi h/f/nb	1
tech lead	1
team: tjänstedesigner & ux-expert	1
team lead software development & ai	1
talent pool: simulator engineer	1
system design and development engineer	1
summer internship	1
studentmedarbetare till global product management & heartbeat ai	1
stagiaire	1
stage: edge ai vision engineer	1
smart industry trainee	1
shift supervisor	1
servicespecialist w	1
service commercial and technical operations manager	1
security researcher	1
security operations consultant	1
rust developer-ai training	1
rust developer	1
qca	1
python / react full stack-entwickler	1
projektledare	1
projectmanager china	1
project manager recruitment delivery	1
power platform und ki entwickler in laupheim	1
performance test engineer	1
openam	1
network engineer	1
multi skilled joiner / supervisor	1
msc/phd data scientists & engineers	1
modernization mechanic	1
ml/ai engineer	1
mid-senior qa engineer	1
meewerkstage data science	1
medior/senior onderzoeker intelligent systems	1
mechatronica monteur / engineer machinebouw	1
manual test engineer	1
machine learning scientist	1
logic and reasoning	1
lms functional tester	1
llm interaction engineer	1
inside sales engineer industriële automatisering	1
ingénieure iot et ia	1
graduate program data & generative ai	1
graduate land	1
gezocht: ai-native engineer	1
generative ai intelligence analyst	1
general interest application	1
gen ai implementation consultant	1
gcp ai trainer	1
full-stack developer intern	1
facilities systems coordinator	1
expert ia f/h	1
european graduate development program	1
enterprise-ai application developer	1
engineer officer	1
engineer at konduit	1
engenheiros	1
engenheiro/a de turno	1
embedded attention	1
doctorant	1
directeur de projets	1
developpeur informatique en vision par ordinateur	1
developpeur informatique en robotique d' emballage	1
data processing consultant	1
cto co-fondateur associé start-up ia pour batteries	1
crowdstrike charlotte ai engineer	1
copilot studio engineer	1
contingent engineer	1
computer vision and machine learning researcher	1
career opportunities: process engineer	1
business process improvement	1
berater für digitale transformation & ki	1
backend engineer- ai agents/workflows	1
assistant / associate engineer	1
artificial intelligence/ machine learning developer	1
approved service partner	1
android os engineer	1
ai/ml developer	1
ai/llm developer/engineer	1
ai-utvecklare/data engineer till sogeti uppsala	1
ai-utvecklare	1
ai specialist/ai developer	1
ai prototype engineer 50	1
ai prompt designer	1
ai orchestration lead	1
ai language engineer	1
ai implementation engineer	1
ai engineer\| zurich	1
ai engineer till avanzas ai-plattformsteam	1
ai engineer softwareentwicklung	1
ai enablement	1
ai developer_basel area	1
ai developer tooling engineer	1
ai business engineer	1
ai automation lead	1
ai applied researcher	1
adversarial prompt expert	1
[engineering positions] register of interest_seuk-cl	1
2026 off-cycle internship	1
1007	1
/ senior associate	1