AI Obsolescence & Market Trends Radar
Live 2026 TelemetryLive intelligence extracted from 214+ verified tech roles across Greenhouse, Lever, Arbeitnow, and Remotive.
Scanned every 6 hrs from Greenhouse & Lever
44 borderless global positions
+180% Surge
Systems Architecture & AI Engineering
Market Velocity & Offer Timeline Intelligence
vs 38 days average for untailored apps
21% Pure Remote • 21% On-site
Unlocks 3.4x higher recruiter callback rate
68% of senior roles concentrated here
Top 15 Most Demanded Technical Skills
Frequency and market penetration across active engineering and product listings.
AI Automation & Career Resilience Index
Quantified vulnerability matrix measuring how susceptible roles are to LLM automation vs. strategic insulation.
Distributed Systems & AI Architecture
Complex system trade-offs, live hardware constraints, and autonomous agent orchestration cannot be replaced by text generation.
Cloud Security, SRE & Core Infrastructure
High liability, physical latency, disaster recovery, and regulatory compliance require human accountability and sign-off.
Full Stack & Strategic Product Engineering
Coding boilerplate is automated; engineers who translate messy business requirements into robust end-to-end architectures gain immense 10x leverage.
QA Testing & Test Automation
Manual click-testing is rapidly becoming obsolete. High resilience requires pivoting to AI evaluation harnesses and automated chaos engineering.
Routine Data Entry & Template Copywriting
Unspecialized copy generation and simple spreadsheet reconciliation are near 100% automated by off-the-shelf multimodal LLMs.
Interactive Career Pivot Recommender
Select your current background to calculate your highest-leverage career upgrade with minimum transition time.