Synthetic Data Job Trends

Synthetic Data
UK

The table below looks at the prevalence of the term Synthetic Data in permanent job vacancies. Included is a benchmarking guide to the salaries offered in vacancies that cited Synthetic Data over the 6 months leading up to 14 November 2025, comparing them to the same period in the previous two years.

6 months to
14 Nov 2025
Same period 2024 Same period 2023
Rank 659 753 -
Rank change year-on-year +94 - -
Permanent jobs citing Synthetic Data 4 1 0
As % of all permanent jobs in the UK 0.008% 0.001% -
As % of the Miscellaneous category 0.020% 0.005% -
Number of salaries quoted 3 1 0
10th Percentile £45,693 - -
25th Percentile £56,182 £75,000 -
Median annual salary (50th Percentile) £75,603 £80,000 -
Median % change year-on-year -5.50% - -
75th Percentile £82,521 £85,000 -
90th Percentile £85,508 - -
UK excluding London median annual salary £85,000 - -

All Generic Skills
UK

Synthetic Data falls under the General and Transferable Skills category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring generic IT skills.

Permanent vacancies with a requirement for generic IT skills 19,890 22,220 20,399
As % of all permanent jobs advertised in the UK 37.55% 32.69% 38.73%
Number of salaries quoted 10,756 10,761 15,210
10th Percentile £27,750 £33,750 £34,000
25th Percentile £36,000 £45,000 £45,000
Median annual salary (50th Percentile) £53,500 £60,000 £62,500
Median % change year-on-year -10.83% -4.00% -
75th Percentile £77,500 £83,750 £84,056
90th Percentile £102,500 £110,000 £106,289
UK excluding London median annual salary £45,000 £54,000 £55,000
% change year-on-year -16.67% -1.82% -

Synthetic Data
Salary Histogram

Salary distribution for jobs citing Synthetic Data over the 6 months to 14 November 2025.

Salary histogram for Synthetic Data in the UK

Synthetic Data
Top 4 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Synthetic Data within the UK over the 6 months to 14 November 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +101 2 £61,850 -22.69% 20
London +61 1 £38,700 -51.63% 18
South West - 1 £85,000 -
UK excluding London - 1 £85,000 - 2

Synthetic Data
Co-Occurring Skills & Capabilities by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Cloud Services
1 1 (25.00%) AWS
1 1 (25.00%) Azure
1 1 (25.00%) Cloud Computing
Database & Business Intelligence
1 1 (25.00%) Tableau
General
1 1 (25.00%) Aerospace
1 1 (25.00%) Analytical Skills
1 1 (25.00%) Banking
1 1 (25.00%) Finance
1 1 (25.00%) Social Skills
Job Titles
1 2 (50.00%) Architect
1 2 (50.00%) Technical Architect
2 1 (25.00%) Analyst
2 1 (25.00%) Business Analyst
2 1 (25.00%) Lead
2 1 (25.00%) Lead Architect
2 1 (25.00%) Machine Learning Engineer
2 1 (25.00%) Senior
2 1 (25.00%) Senior Architect
2 1 (25.00%) Senior Technical Architect
2 1 (25.00%) SOC Analyst
2 1 (25.00%) Technical Leader
Libraries, Frameworks & Software Standards
1 1 (25.00%) PyTorch
1 1 (25.00%) TensorFlow
Miscellaneous
1 1 (25.00%) Algorithms
1 1 (25.00%) Blockchain
1 1 (25.00%) Hackathon
1 1 (25.00%) Product Ownership
1 1 (25.00%) Self-Motivation
Processes & Methodologies
1 4 (100.00%) AI
2 2 (50.00%) Agile
2 2 (50.00%) Analytics
2 2 (50.00%) Decision-Making
2 2 (50.00%) User-Centered Design (UCD)
2 2 (50.00%) Validation
3 1 (25.00%) Backlog Prioritisation
3 1 (25.00%) Business Case
3 1 (25.00%) Collaborative Culture
3 1 (25.00%) Culture Change
3 1 (25.00%) Data Analysis
3 1 (25.00%) Due Diligence
3 1 (25.00%) Edge Computing
3 1 (25.00%) MLOps
3 1 (25.00%) Model Validation
3 1 (25.00%) Problem-Solving
3 1 (25.00%) Roadmaps
3 1 (25.00%) Scrum
3 1 (25.00%) Thought Leadership
3 1 (25.00%) User Research
Programming Languages
1 2 (50.00%) Python
2 1 (25.00%) SQL
Qualifications
1 2 (50.00%) Degree
2 1 (25.00%) PhD
Vendors
1 2 (50.00%) YouTube
2 1 (25.00%) Google