Data Augmentation Contract Job Trends

Data Augmentation
UK

The table below provides summary statistics and contractor rates for jobs requiring Data Augmentation skills. It covers contract job vacancies from the 6 months leading up to 13 December 2025, with comparisons to the same periods in the previous two years.

6 months to
13 Dec 2025
Same period 2024 Same period 2023
Rank 581 - -
Rank change year-on-year - - -
Contract jobs citing Data Augmentation 1 0 0
As % of all contract jobs in the UK 0.003% - -
As % of the Processes & Methodologies category 0.003% - -
Number of daily rates quoted 0 0 0
Median daily rate (50th Percentile) - - -
UK excluding London median daily rate - - -

All Process and Methodology Skills
UK

Data Augmentation falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 32,247 31,236 40,271
As % of all contract IT jobs advertised in the UK 88.88% 87.47% 88.55%
Number of daily rates quoted 20,285 18,990 26,947
10th Percentile £300 £308 £310
25th Percentile £405 £413 £425
Median daily rate (50th Percentile) £500 £525 £533
Median % change year-on-year -4.76% -1.50% -3.09%
75th Percentile £619 £638 £650
90th Percentile £725 £738 £745
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 2,090 1,084 1,559
10th Percentile £14.50 £15.25 £14.36
25th Percentile £17.50 £20.19 £18.94
Median hourly rate £25.13 £33.00 £42.50
Median % change year-on-year -23.86% -22.35% +21.43%
75th Percentile £45.46 £63.75 £65.00
90th Percentile £67.50 £74.00 £77.50
UK excluding London median hourly rate £22.63 £32.50 £42.50
% change year-on-year -30.37% -23.53% +30.77%

Data Augmentation
Job Vacancy Trend

Historical trend showing the proportion of contract IT job postings citing Data Augmentation relative to all contract IT jobs advertised.

Data Augmentation job vacancy trend in the UK

Data Augmentation
Daily Rate Trend

Contractor daily rate distribution trend for jobs in the UK citing Data Augmentation.

Contractor daily rate distribution trend for jobs in the UK citing Data Augmentation

Data Augmentation
Hourly Rate Trend

Contractor hourly rate distribution trend for jobs in the UK citing Data Augmentation.

Contractor hourly rate distribution trend for jobs in the UK citing Data Augmentation

Data Augmentation
Top 1 Contract Job Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Augmentation within the UK over the 6 months to 13 December 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
Work from Home - 1 - -

Data Augmentation
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 (100.00%) Jupyter
Cloud Services
1 1 (100.00%) Amazon SageMaker
1 1 (100.00%) AWS
1 1 (100.00%) AWS Lambda
1 1 (100.00%) AWS Step Functions
1 1 (100.00%) Azure
1 1 (100.00%) Azure Machine Learning
1 1 (100.00%) GCP
1 1 (100.00%) Serverless
1 1 (100.00%) Vertex AI
Communications & Networking
1 1 (100.00%) HTTP
Database & Business Intelligence
1 1 (100.00%) Parquet
Development Applications
1 1 (100.00%) JIRA
1 1 (100.00%) Postman
1 1 (100.00%) REST Assured
General
1 1 (100.00%) Analytical Skills
1 1 (100.00%) Social Skills
Job Titles
1 1 (100.00%) Artificial Intelligence Engineer
1 1 (100.00%) Test Engineer
Libraries, Frameworks & Software Standards
1 1 (100.00%) JSON
1 1 (100.00%) Matplotlib
1 1 (100.00%) NumPy
1 1 (100.00%) OpenAPI
1 1 (100.00%) Pandas
1 1 (100.00%) pytest
1 1 (100.00%) PyTorch
1 1 (100.00%) REST
1 1 (100.00%) scikit-learn
1 1 (100.00%) Seaborn
1 1 (100.00%) Swagger
1 1 (100.00%) TensorFlow
Miscellaneous
1 1 (100.00%) Synthetic Data
Processes & Methodologies
1 1 (100.00%) AI
1 1 (100.00%) API Testing
1 1 (100.00%) Component Testing
1 1 (100.00%) Computer Science
1 1 (100.00%) Data Analysis
1 1 (100.00%) Data Pipeline
1 1 (100.00%) Data Science
1 1 (100.00%) Machine Learning
1 1 (100.00%) Performance Testing
1 1 (100.00%) Problem-Solving
1 1 (100.00%) Scenario Testing
1 1 (100.00%) Software Engineering
1 1 (100.00%) Software Testing
1 1 (100.00%) Test Automation
1 1 (100.00%) Test Management
1 1 (100.00%) Test Scripting
1 1 (100.00%) Test Strategy
1 1 (100.00%) User Acceptance Testing
1 1 (100.00%) User Experience
1 1 (100.00%) Visualisation
Programming Languages
1 1 (100.00%) Java
1 1 (100.00%) Python
Qualifications
1 1 (100.00%) Degree
1 1 (100.00%) Master's Degree
Quality Assurance & Compliance
1 1 (100.00%) Data Quality
1 1 (100.00%) QA
Vendors
1 1 (100.00%) Progress