Data & Analytics in London
Competitive benchmarks and talent pool analysis for Data & Analytics hiring in London.
695+
Jobs tracked
498+
Employers
January 2026
Latest period
Benchmarks & Analysis
London Data & Analytics -- Employer Benchmarks
ML Engineer and Data Engineer together account for 44% of tracked roles. AI has become the most scarce technology skill in the UK, with top candidates often receiving multiple offers (Harvey Nash, 202...
London Data & Analytics -- Employer Benchmarks
With 60% of tracked roles targeting Senior-level candidates and the Senior-to-Junior ratio at 7:1, employers are competing heavily for experienced hires. Consider whether some Senior-labeled roles cou...
AI Skills Are Reshaping London's Data Hiring Market
London's data job market is shifting toward AI-heavy roles. ML Engineer now accounts for 22% of tracked specializations, overtaking Data Engineer (20%) for the first time. AI appeared in 10% of skill mentions and LLMs in 6%, while Python and SQL remain the foundational pair at 34% and 31% respectively.
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.
Fill Rate Intelligence: How Long Does It Actually Take to Hire?
The median time to fill is 33 days across all roles. Project managers fill fastest at 30 days. ML engineers take longest at 36. These benchmarks exist, but most hiring managers operate without them.
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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