observed market
Data & AI jobs and hiring requirements
Data engineering, analytics, machine learning, and AI research. Counts are derived from employer-published vacancies; current roles use a 30-day observation window and older still-published listings are shown separately.
What this role market shows
Freshness
36%
of still-published listings are in the current observation window
Most visible technology
AI
75 current vacancy mentions
Leading location
United States
36 current role mentions
Evidence mix
Top technologies by requirement tier
Counts are mentions in current vacancies. One vacancy may mention several technologies.
Requirement evidence
Technologies employers ask for in Data & AI
AI
75 current roles
Machine Learning
67 current roles
Python
62 current roles
Data Science
48 current roles
SQL
44 current roles
Cloud
32 current roles
Scalability
32 current roles
Statistics
32 current roles
Algorithms
22 current roles
PyTorch
20 current roles
AWS
17 current roles
GCP
17 current roles
Current market
Latest current vacancies
מהנדס.ת אלגוריתמי משימה ניווט והטסה
Rafael Advanced Defense Systems · South District
Data Science and Analytics Specialist
Google · Singapore
Data Lead
Simply · Tel Aviv, Israel
Platform Delivery Lead (Data & AI)
Sigma Software · Europe, Czech Republic, Prague
PhD Researcher, AI Research
Autodesk · Toronto, ON, Canada
Lead Researcher, Verification Experience
Wise · London, United Kingdom
Senior Data Modeler - AI & Advanced Analytics
DXC Luxoft · Bengaluru, India
Senior Data Modeler - AI & Advanced Analytics
DXC Luxoft · Chennai, Indiana, United States
Senior Data Modeler - AI & Advanced Analytics
DXC Luxoft · Gurugram, India
מהנדס.ת אלגוריתמיקה
Rafael Advanced Defense Systems · North District
Work formats
Seniority
Evidence route
How this role market is assembled
Employer-published vacancies are classified by specialty. Current demand is kept apart from older still-published listings; employer, technology and location views come from that same cached role snapshot.
Illustrative process diagram. The charts above show the actual counts for Data & AI.
Still published by employers
Long-running source-active roles
These listings remain on their publishers’ career sites but are older than the current-market window. They remain discoverable without inflating fresh-demand totals.
Senior Research Lead - Grow
Wise · London, United Kingdom
Creative Tech Researcher 4
Netflix · Los Angeles, California, United States
Analyst II, Credit
Affirm · Remote — United Kingdom
Threat intelligence Analyst
KELA · KELA Israel
Investigator
Stripe · Remote — United States
Payment Integrations Analyst
Justt · Justt TLV
Graph-linked family