One playbook no longer works. Find your side of the bifurcated market and run the right moves this week.
2026 market navigator
Precision wins. Fewer, better, referred applications.
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Demand by role · 2026
ML / AI Engineer
Hot+59% vs 2020 baseline, +163% YoY postings
Remote median $145,000
Data Engineer
HotCore to AI pipelines, sustained demand
Remote median $128,000
Security Engineer
Hot66.8k postings 2025, +124% YoY
Remote median $130,000
DevOps / Platform Engineer
HotAI ops + platform gaps at 57% of orgs
Remote median $122,000
Backend Engineer
StableSelective hiring, bar raised
Remote median $120,000
Data Scientist
StableAI-adjacent holds value with prod skills
Remote median $128,000
Cloud Architect
StableModernization budgets protect senior roles
Remote median $150,000
Product Manager (AI)
StableAI PM holds; general PM crowded
Remote median $120,000
General Software Engineer
Cold-49% vs 2020 baseline, deep pool
Remote median $124,000
Frontend Developer
ColdMost crowded, pickiest screens
Remote median $112,000
QA Engineer
ColdAutomation-first only
Remote median $98,000
Support / IT Admin
Cold0.4% unemployment for sysadmin but narrow scope
Remote median $98,000
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