Insights
For Job Seekers
Denver Product Management -- Job Seeker Guide
With 62% remote availability, Denver-based roles offer access to talent nationwide. Position yourself for remote-first companies if location flexibility matters.
London Product Management -- Job Seeker Guide
With fintech and financial services together representing roughly 46% of classified product roles among tracked employers, candidates with domain knowledge in payments, lending, or compliance-driven p...
New York Product Management -- Job Seeker Guide
AI leads the skills demand chart at 22% among tracked roles, and AI/ML PM postings grew 6 percentage points month-over-month. Demonstrating hands-on experience with AI/ML product lifecycles, model eva...
San Francisco Product Management -- Job Seeker Guide
With AI appearing in 25% of job requirements - the highest of any tracked city - demonstrating AI product experience or coursework may differentiate your application.
Singapore Product Management -- Job Seeker Guide
Combined 30% of postings come from financial sector employers. Position experience with payments, compliance, or financial products prominently.
From Core PM to AI/ML PM: Two Ways AI Is Changing Product Management
AI already appears in 21% of core PM postings. But AI/ML PM roles require a deeper layer: understanding LLMs, model evaluation, and build-versus-buy decisions for AI infrastructure.
Emerging Skills Radar: What Companies Are Actually Hiring For
The gap between what the AI conversation emphasises and what hiring managers actually screen for is wider than most people assume. LLM appears in 16% of descriptions while context engineering barely registers.
Hidden Job Families: The Roles Nobody Talks About
Project and programme managers together account for 4,229 postings -- 37% of all tracked roles. Analytics engineering, growth PM, and platform PM are substantial markets with distinct profiles that rarely feature in career advice.
Monthly Market Pulse: January-February 2026
Delivery management is surging while data and product roles cool. Project manager postings nearly doubled (+95%), while technical PM dropped 65% and data engineering fell 47%.
The Seniority Skills Ladder: How Skill Requirements Change as You Level Up
Leveling up is defined as much by what drops off your requirements as by what gets added. SQL drops 9 points from junior to senior. AI climbs 5 points. Seniority is a move from tools to judgment.
For Employers
Denver Product Management -- Employer Benchmarks
With 62% of tracked roles offering remote work, in-office requirements may meaningfully limit your candidate pool.
London Product Management -- Employer Benchmarks
With 58% of tracked roles targeting senior-level candidates, the market for experienced PMs is crowded on the employer side. Consider differentiating your offer with clear career progression, compelli...
New York Product Management -- Employer Benchmarks
AI/ML PM roles now represent 16% of tracked postings, up 6 percentage points month-over-month based on a single month's movement. With AI topping the skills chart at 22%, competition for candidates wi...
San Francisco Product Management -- Employer Benchmarks
With 25% of roles seeking AI/ML PMs, expect competition for this talent. Consider competitive compensation or emphasizing AI-adjacent projects for candidates transitioning into the space.
Singapore Product Management -- Employer Benchmarks
Senior roles dropped 14 percentage points while Director+ rose 6 points. Mid-level candidates may offer better value for senior-adjacent responsibilities.
Competitive Hiring Benchmarks: Is Your Job Spec Aligned with the Market?
If your data engineer posting lists 20 required skills, the market median is 11. If you're offering onsite-only for an ML role, 74% of competing postings offer remote or hybrid.
Emerging Skills Radar: What Companies Are Actually Hiring For
The gap between what the AI conversation emphasises and what hiring managers actually screen for is wider than most people assume. LLM appears in 16% of descriptions while context engineering barely registers.
Hidden Job Families: The Roles Nobody Talks About
Project and programme managers together account for 4,229 postings -- 37% of all tracked roles. Analytics engineering, growth PM, and platform PM are substantial markets with distinct profiles that rarely feature in career advice.
Monthly Market Pulse: January-February 2026
Delivery management is surging while data and product roles cool. Project manager postings nearly doubled (+95%), while technical PM dropped 65% and data engineering fell 47%.
The Seniority Skills Ladder: How Skill Requirements Change as You Level Up
Leveling up is defined as much by what drops off your requirements as by what gets added. SQL drops 9 points from junior to senior. AI climbs 5 points. Seniority is a move from tools to judgment.
Skills Inflation Tracker: Are Employers Asking for More Than They Used To?
The skills inflation narrative is overstated. Average skills per posting held steady at 9.4-9.6 across all roles. AI skill demands have stabilised at roughly a third of all postings.
Talent Pool Sizing: Where the Demand Is and Who's Driving It
Google alone accounts for 9.4% of all programme manager postings. The data engineer market is so fragmented that no employer holds more than 2.1%. These concentration patterns shape hiring strategy.
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