Insights
For Job Seekers
London Data & Analytics -- Job Seeker Guide
AI appears in 15% of tracked roles as a skill requirement, and AI and Machine Learning is the fastest-growing industry segment (+3.0pp). Pairing Python (35%) and SQL (33%) with AI/ML capabilities posi...
London Data & Analytics -- Job Seeker Guide
Python (34%) and SQL (31%) remain the two most requested skills among tracked roles, and the Python + SQL pair appears in 21% of postings. Ensure these are front and center on your CV, with concrete p...
London Project & Delivery -- Job Seeker Guide
Programme manager roles account for 45% of tracked delivery postings, overtaking project manager at 42%. Candidates with experience coordinating multiple workstreams or managing portfolio-level delive...
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...
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.
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.
From Data Analyst to Data Engineer: Consumer to Producer
A third of data engineering skills overlap with analyst roles, but the other two-thirds are almost entirely infrastructure. Here's what the market data shows about making the transition.
From Data Scientist to ML Engineer: When SQL Stops Being the Point
SQL appears in 85% of data scientist roles and 19% of ML engineer postings. The transition is fundamentally about moving from the analytical layer to the systems layer.
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%.
From Project Manager to Programme Manager: Same Skills, Bigger Canvas
Ten of fifteen top skills overlap between project and programme managers. The transition is about scope and seniority, not new technical skills, with a 33% salary premium.
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
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...
London Project & Delivery -- Employer Benchmarks
With programme manager roles at 45% of tracked postings and the APM reporting that 56% of businesses anticipate difficulty attracting project management talent, competition for experienced programme m...
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...
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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