Hybrid/Remote Data Augmentation Contract Job Trends

Data Augmentation
UK > Work from Home

The table below provides summary statistics and contractor rates for remote or hybrid contract work requiring Data Augmentation skills. It covers contract job vacancies from the 6 months leading up to 14 November 2025, with comparisons to the same periods in the previous two years.

6 months to
14 Nov 2025
Same period 2024 Same period 2023
Rank 313 - -
Rank change year-on-year - - -
Contract jobs citing Data Augmentation 1 0 0
As % of all contract jobs with remote/hybrid work options 0.010% - -
As % of the Processes & Methodologies category 0.011% - -
Number of daily rates quoted 0 0 0
Median daily rate (50th Percentile) - - -
UK median daily rate - - -

All Process and Methodology Skills
Work from Home

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 with remote or hybrid options requiring process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 9,391 10,726 16,283
As % of all contract jobs with a WFH option 91.72% 87.81% 88.77%
Number of daily rates quoted 6,240 6,701 11,357
10th Percentile £325 £325 £340
25th Percentile £413 £413 £425
Median daily rate (50th Percentile) £513 £525 £525
Median % change year-on-year -2.38% - -4.55%
75th Percentile £625 £638 £644
90th Percentile £725 £748 £740
UK median daily rate £500 £525 £533
% change year-on-year -4.76% -1.41% -3.18%
Number of hourly rates quoted 332 215 402
10th Percentile £15.01 £17.50 £18.58
25th Percentile £20.47 £22.25 £26.24
Median hourly rate £37.50 £39.00 £51.75
Median % change year-on-year -3.85% -24.64% -1.43%
75th Percentile £65.00 £65.50 £70.00
90th Percentile £68.68 £74.50 £86.50
UK median hourly rate £25.15 £35.00 £43.50
% change year-on-year -28.14% -19.54% +24.29%

Data Augmentation
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of contract IT job postings citing Data Augmentation and offering remote or hybrid work options relative to all contract IT jobs advertised.

Data Augmentation job vacancy trend for remote/hybrid jobs

Data Augmentation
Daily Rate Trend for Remote/Hybrid Jobs

Contractor daily rate distribution trend for jobs with remote/hybrid work options citing Data Augmentation.

Contractor daily rate distribution trend for jobs with remote/hybrid work options citing Data Augmentation

Data Augmentation
Co-Occurring Skills & Capabilities in Remote/Hybrid Jobs 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