Market Intelligence
GeneratedWhere OppZen becomes a career advisor — live hiring, salary, and demand signals, personalized to your Career Vault.
Top Hiring Industries
AI / ML Infrastructure94%
Cloud Platforms88%
FinTech79%
Healthcare AI71%
Fastest Growing Skills
+52%Agents
+44%RAG
+33%MLOps
+18%Kubernetes
Top Hiring Companies
Geographic Demand
San Francisco Bay Area96%
Austin81%
New York78%
Remote (US)88%
Emerging Technologies
Agentic workflowsInference acceleratorsVector-native databasesModel routing
Hiring Slowdowns & Layoffs
- Generic data analyst roles
- On-prem-only infra teams
Down 12% QoQ in big tech; AI-infra hiring up 19%.
Remote
Remote postings for your target role up 14% this month.
Visa-Friendly
Seasonal
Q1 and early Q3 show the strongest ML platform hiring spikes.