Synthetic Data Contract Job Trends

Synthetic Data
UK

The table below looks at the prevalence of the term Synthetic Data in contract job vacancies. Included is a benchmarking guide to the contractor rates 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 550 555 638
Rank change year-on-year +5 +83 +186
Contract jobs citing Synthetic Data 15 1 1
As % of all contract jobs in the UK 0.042% 0.003% 0.002%
As % of the Miscellaneous category 0.12% 0.009% 0.007%
Number of daily rates quoted 8 0 1
10th Percentile £463 - -
25th Percentile £500 - £613
Median daily rate (50th Percentile) £550 - £625
Median % change year-on-year - - +38.89%
75th Percentile £625 - £638
90th Percentile £705 - -
UK excluding London median daily rate £525 - -

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 contract job vacancies requiring generic IT skills.

Contract vacancies with a requirement for generic IT skills 12,729 11,350 14,899
As % of all contract IT jobs advertised in the UK 35.82% 30.93% 32.04%
Number of daily rates quoted 7,867 6,701 10,043
10th Percentile £276 £285 £275
25th Percentile £406 £409 £420
Median daily rate (50th Percentile) £511 £526 £550
Median % change year-on-year -2.85% -4.36% -
75th Percentile £638 £660 £668
90th Percentile £750 £788 £768
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 690 365 499
10th Percentile £13.50 £17.08 £16.83
25th Percentile £17.98 £22.50 £20.84
Median hourly rate £27.00 £37.50 £43.84
Median % change year-on-year -28.00% -14.45% +48.59%
75th Percentile £51.19 £68.75 £65.00
90th Percentile £72.50 £75.16 £77.50
UK excluding London median hourly rate £26.50 £40.00 £46.18
% change year-on-year -33.75% -13.38% +81.78%

Synthetic Data
Daily Rate Histogram

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

Daily rate histogram for Synthetic Data in the UK

Synthetic Data
Top 9 Contract Job Locations

The table below looks at the demand and provides a guide to the median contractor rates 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England -14 13 £550 - 20
UK excluding London - 11 £525 - 2
East of England - 4 - -
North West - 3 £655 - 1
South East - 3 £500 - 1
North of England - 3 £655 - 1
London +19 2 £550 - 18
South West - 1 £550 -
Work from Home - 1 - - 5

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:

Application Platforms
1 1 (6.67%) Jupyter
Applications
1 4 (26.67%) Microsoft Office
1 4 (26.67%) Simulink
1 4 (26.67%) Windchill
Business Applications
1 4 (26.67%) SAP PLM
Cloud Services
1 5 (33.33%) Tricentis Tosca
2 4 (26.67%) AWS
2 4 (26.67%) Azure
2 4 (26.67%) GCP
3 1 (6.67%) Amazon SageMaker
3 1 (6.67%) AWS Lambda
3 1 (6.67%) AWS Step Functions
3 1 (6.67%) Azure Machine Learning
3 1 (6.67%) Serverless
3 1 (6.67%) Vertex AI
Communications & Networking
1 1 (6.67%) HTTP
Database & Business Intelligence
1 1 (6.67%) Parquet
Development Applications
1 10 (66.67%) JIRA
2 8 (53.33%) GitLab
3 4 (26.67%) Rational DOORS
3 4 (26.67%) Rational Rhapsody
4 3 (20.00%) Jenkins
5 1 (6.67%) Postman
5 1 (6.67%) REST Assured
General
1 4 (26.67%) Law
2 3 (20.00%) Social Skills
3 2 (13.33%) Analytical Skills
4 1 (6.67%) Aerospace
4 1 (6.67%) Legal
Job Titles
1 5 (33.33%) QA Engineer
2 4 (26.67%) RF Engineer
3 3 (20.00%) Lead
3 3 (20.00%) QA Leader
4 2 (13.33%) Senior
4 2 (13.33%) Senior QA Engineer
5 1 (6.67%) Artificial Intelligence Consultant
5 1 (6.67%) Artificial Intelligence Engineer
5 1 (6.67%) Consultant
5 1 (6.67%) IT Manager
5 1 (6.67%) Machine Learning Engineer
5 1 (6.67%) Test Engineer
5 1 (6.67%) Testing Manager
Libraries, Frameworks & Software Standards
1 5 (33.33%) Oracle Fusion
2 3 (20.00%) PyTorch
2 3 (20.00%) TensorFlow
3 1 (6.67%) JSON
3 1 (6.67%) Matplotlib
3 1 (6.67%) NumPy
3 1 (6.67%) ONNX
3 1 (6.67%) OpenAPI
3 1 (6.67%) Pandas
3 1 (6.67%) pytest
3 1 (6.67%) REST
3 1 (6.67%) scikit-learn
3 1 (6.67%) Seaborn
3 1 (6.67%) Swagger
Miscellaneous
1 1 (6.67%) Algorithms
1 1 (6.67%) CUDA
1 1 (6.67%) Smart City
Processes & Methodologies
1 10 (66.67%) Test Automation
2 9 (60.00%) Acceptance Criteria
3 8 (53.33%) CI/CD
3 8 (53.33%) DevOps
4 7 (46.67%) Agile
5 6 (40.00%) Data Strategy
5 6 (40.00%) User Experience
5 6 (40.00%) Validation
6 5 (33.33%) Continuous Improvement
6 5 (33.33%) Data Management
6 5 (33.33%) Data Privacy
6 5 (33.33%) Digital Transformation Programme
6 5 (33.33%) ERP
6 5 (33.33%) Problem-Solving
6 5 (33.33%) QA Automation
6 5 (33.33%) Scenario Testing
7 4 (26.67%) Computer Science
7 4 (26.67%) PLM
7 4 (26.67%) User Acceptance Testing
7 4 (26.67%) User-Centered Design (UCD)
Programming Languages
1 5 (33.33%) PL/SQL
1 5 (33.33%) SQL
2 4 (26.67%) MATLAB
3 3 (20.00%) Python
4 1 (6.67%) C++
4 1 (6.67%) Java
Qualifications
1 5 (33.33%) Degree
1 5 (33.33%) OCA
1 5 (33.33%) Oracle Certification
2 3 (20.00%) Azure Certification
2 3 (20.00%) Computer Science Degree
3 1 (6.67%) AWS Certification
3 1 (6.67%) Master's Degree
Quality Assurance & Compliance
1 9 (60.00%) QA
2 5 (33.33%) GDPR
3 1 (6.67%) Data Quality
System Software
1 4 (26.67%) Firmware
Systems Management
1 3 (20.00%) Ansible
1 3 (20.00%) Terraform
Vendors
1 5 (33.33%) Oracle
2 4 (26.67%) SAP
3 1 (6.67%) NVIDIA
3 1 (6.67%) Progress