pytest Contract Job Trends in England

pytest
UK > England

The table below provides summary statistics and contractor rates for jobs advertised in England requiring pytest skills. It covers contract job vacancies from the 6 months leading up to 11 February 2026, with comparisons to the same periods in the previous two years.

6 months to
11 Feb 2026
Same period 2025 Same period 2024
Rank 438 419 508
Rank change year-on-year -19 +89 +69
Contract jobs citing pytest 112 66 45
As % of all contract jobs in England 0.33% 0.25% 0.12%
As % of the Libraries, Frameworks & Software Standards category 1.51% 1.14% 0.58%
Number of daily rates quoted 79 49 31
10th Percentile £354 £400 £406
25th Percentile £379 £413 £462
Median daily rate (50th Percentile) £450 £465 £513
Median % change year-on-year -3.23% -9.27% -13.87%
75th Percentile £500 £556 £675
90th Percentile £640 £675 £825
UK median daily rate £450 £470 £500
% change year-on-year -4.26% -6.00% -16.67%
Number of hourly rates quoted 0 1 0
Median hourly rate - £65.00 -
UK median hourly rate - £65.00 -

All Software Libraries and Frameworks
England

pytest falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring technical specification, industry standards, software libraries and framework skills in England.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 7,412 5,814 7,721
As % of all contract IT jobs advertised in England 21.88% 22.43% 20.40%
Number of daily rates quoted 4,961 3,755 5,548
10th Percentile £358 £363 £350
25th Percentile £416 £430 £431
Median daily rate (50th Percentile) £523 £550 £550
Median % change year-on-year -5.00% - -4.35%
75th Percentile £625 £663 £662
90th Percentile £738 £788 £763
UK median daily rate £513 £538 £534
% change year-on-year -4.65% +0.66% -7.13%
Number of hourly rates quoted 204 74 180
10th Percentile £33.60 £26.33 £23.88
25th Percentile £50.00 £45.44 £45.66
Median hourly rate £62.50 £62.50 £55.00
Median % change year-on-year - +13.64% -15.38%
75th Percentile £68.88 £67.06 £70.00
90th Percentile £78.55 £76.49 £77.50
UK median hourly rate £63.50 £62.50 £55.00
% change year-on-year +1.60% +13.64% -15.38%

pytest
Job Vacancy Trend in England

Historical trend showing the proportion of contract IT job postings citing pytest relative to all contract IT jobs advertised in England.

pytest job vacancy trend in England

pytest
Daily Rate Trend in England

Contractor daily rate distribution trend for jobs in England citing pytest.

Contractor daily rate distribution trend for jobs in England citing pytest

pytest
Daily Rate Histogram in England

Daily rate distribution for jobs citing pytest in England over the 6 months to 11 February 2026.

Daily rate histogram for pytest in England

pytest
Hourly Rate Trend in England

Contractor hourly rate distribution trend for jobs in England citing pytest.

Contractor hourly rate distribution trend for jobs in England citing pytest

pytest
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing pytest within the England region over the 6 months to 11 February 2026. 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
London -16 63 £440 +2.33% 14
Midlands -32 26 £480 -12.73%
West Midlands -30 19 £490 -10.91%
East Midlands - 7 £393 -
East of England -20 6 £350 -18.03% 2
North of England -63 6 £430 -20.00% 3
North West -26 5 £360 -34.55% 2
South East -37 2 £366 -16.29% 6
South West -22 1 - - 1
Yorkshire -60 1 £500 +1.01% 1
pytest
UK

pytest
Co-Occurring Skills & Capabilities in England 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 18 (16.07%) SAS
2 9 (8.04%) Apache Airflow
2 9 (8.04%) Apache Spark
3 8 (7.14%) Appian
4 5 (4.46%) Confluence
5 1 (0.89%) CMS
5 1 (0.89%) SharePoint
Applications
1 1 (0.89%) CPLEX
1 1 (0.89%) Trello
Business Applications
1 1 (0.89%) Oracle EBS
1 1 (0.89%) SAP BPC
Cloud Services
1 36 (32.14%) GitHub
2 34 (30.36%) AWS
3 24 (21.43%) Azure
4 21 (18.75%) GitHub Actions
5 18 (16.07%) GCP
6 17 (15.18%) OpenShift
7 11 (9.82%) Azure Data Factory
7 11 (9.82%) Serverless
8 10 (8.93%) Amazon S3
9 9 (8.04%) AWS Lambda
10 8 (7.14%) Anthropic Claude
10 8 (7.14%) Azure AI
10 8 (7.14%) Azure DevOps
10 8 (7.14%) Cloud Run
10 8 (7.14%) Power Automate
11 6 (5.36%) Amazon EC2
12 4 (3.57%) Google Kubernetes Engine
13 3 (2.68%) Amazon CloudWatch
13 3 (2.68%) Azure Key Vault
13 3 (2.68%) Azure Synapse Analytics
Database & Business Intelligence
1 11 (9.82%) SQL Server
2 10 (8.93%) NoSQL
3 9 (8.04%) PostgreSQL
4 8 (7.14%) Pinecone
5 7 (6.25%) Aerospike
5 7 (6.25%) Redis
6 6 (5.36%) Big Data
6 6 (5.36%) Oracle Database
6 6 (5.36%) SAS Enterprise Guide
7 5 (4.46%) BigQuery
7 5 (4.46%) DynamoDB
8 4 (3.57%) Amazon Redshift
9 3 (2.68%) Amazon RDS
9 3 (2.68%) Azure SQL Database
9 3 (2.68%) Data Warehouse
10 2 (1.79%) Power BI
10 2 (1.79%) Relational Database
10 2 (1.79%) SAS Visual Analytics
10 2 (1.79%) SQL Server Reporting Services
10 2 (1.79%) Tableau
Development Applications
1 54 (48.21%) Git
2 34 (30.36%) Jenkins
3 29 (25.89%) GitLab
4 27 (24.11%) Selenium
5 24 (21.43%) JUnit
6 12 (10.71%) JIRA
6 12 (10.71%) Postman
7 8 (7.14%) MLflow
8 6 (5.36%) Cypress.io
9 5 (4.46%) PyCharm
9 5 (4.46%) PyUnit
10 4 (3.57%) SonarQube
11 3 (2.68%) Cucumber
11 3 (2.68%) Robot Framework
11 3 (2.68%) Visual Studio Code
12 2 (1.79%) Android Studio
12 2 (1.79%) Appium
12 2 (1.79%) CircleCI
12 2 (1.79%) JMeter
12 2 (1.79%) Xcode
General
1 50 (44.64%) Social Skills
2 23 (20.54%) Finance
3 17 (15.18%) Pharmaceutical
4 8 (7.14%) Analytical Skills
5 7 (6.25%) Public Sector
6 5 (4.46%) Banking
7 2 (1.79%) Presentation Skills
8 1 (0.89%) Documentation Skills
Job Titles
1 31 (27.68%) Developer
2 22 (19.64%) Python Developer
3 17 (15.18%) Test Specialist
4 15 (13.39%) Full-Stack Developer
5 12 (10.71%) Automation Engineer
6 11 (9.82%) Artificial Intelligence Engineer
7 10 (8.93%) Full-Stack Python Developer
8 9 (8.04%) Data Engineer
8 9 (8.04%) Test Automation Specialist
9 8 (7.14%) Software Engineer
9 8 (7.14%) Test Engineer
9 8 (7.14%) Tester
10 7 (6.25%) Senior
11 6 (5.36%) Python Engineer
12 5 (4.46%) AWS Engineer
12 5 (4.46%) Lead
12 5 (4.46%) QA Engineer
12 5 (4.46%) React Developer
13 4 (3.57%) Automation Tester
13 4 (3.57%) AWS Data Engineer
Libraries, Frameworks & Software Standards
1 33 (29.46%) FastAPI
2 28 (25.00%) REST
3 24 (21.43%) RESTful
4 18 (16.07%) Playwright
5 17 (15.18%) Django
6 14 (12.50%) Flask
6 14 (12.50%) Jest
6 14 (12.50%) React
7 12 (10.71%) Kafka
7 12 (10.71%) Swagger
8 11 (9.82%) Next.js
8 11 (9.82%) NumPy
8 11 (9.82%) OAuth
8 11 (9.82%) OpenAPI
8 11 (9.82%) Pandas
8 11 (9.82%) PyTorch
8 11 (9.82%) scikit-learn
8 11 (9.82%) TensorFlow
9 9 (8.04%) Node.js
10 8 (7.14%) Hugging Face
Miscellaneous
1 17 (15.18%) Cloud Native
2 10 (8.93%) Genomics
3 9 (8.04%) Distributed Systems
3 9 (8.04%) Life Science
4 8 (7.14%) Legacy Systems
4 8 (7.14%) Low-Code
5 3 (2.68%) Product Ownership
5 3 (2.68%) Self-Motivation
6 2 (1.79%) AI Agents
6 2 (1.79%) Team-Oriented Environment
7 1 (0.89%) Algorithms
7 1 (0.89%) Data Protection Act
7 1 (0.89%) Data Structures
7 1 (0.89%) FMCG
7 1 (0.89%) NHS
7 1 (0.89%) Onboarding
Operating Systems
1 7 (6.25%) Android
2 5 (4.46%) Apple iOS
2 5 (4.46%) Linux
Processes & Methodologies
1 76 (67.86%) Test Automation
2 71 (63.39%) CI/CD
3 64 (57.14%) Agile
4 49 (43.75%) Containerisation
5 46 (41.07%) DevOps
5 46 (41.07%) Problem-Solving
6 39 (34.82%) Data Pipeline
7 35 (31.25%) AI
8 27 (24.11%) Machine Learning
9 25 (22.32%) Deployment Automation
9 25 (22.32%) Stakeholder Management
9 25 (22.32%) Unit Testing
10 24 (21.43%) Analytics
10 24 (21.43%) Code Quality
10 24 (21.43%) Data Engineering
11 23 (20.54%) Validation
12 21 (18.75%) Clean Code
12 21 (18.75%) Test Strategy
13 20 (17.86%) Natural Language Processing
13 20 (17.86%) Scrum
Programming Languages
1 100 (89.29%) Python
2 40 (35.71%) SQL
3 16 (14.29%) Java
4 12 (10.71%) JavaScript
5 11 (9.82%) TypeScript
6 6 (5.36%) Shell Script
7 5 (4.46%) C#
8 2 (1.79%) T-SQL
9 1 (0.89%) Bicep
9 1 (0.89%) Go
9 1 (0.89%) PowerShell
Qualifications
1 28 (25.00%) Security Cleared
2 27 (24.11%) SC Cleared
3 10 (8.93%) Degree
4 6 (5.36%) BPSS Clearance
5 2 (1.79%) Computer Science Degree
5 2 (1.79%) ISTQB
5 2 (1.79%) Master's Degree
6 1 (0.89%) AWS Certification
6 1 (0.89%) ISEB
Quality Assurance & Compliance
1 15 (13.39%) QA
2 10 (8.93%) Data Quality
3 3 (2.68%) Accessibility
4 2 (1.79%) GDPR
4 2 (1.79%) Sarbanes-Oxley
4 2 (1.79%) WCAG
System Software
1 57 (50.89%) Docker
Systems Management
1 43 (38.39%) Kubernetes
2 13 (11.61%) Terraform
3 4 (3.57%) Grafana
4 3 (2.68%) Kibana
4 3 (2.68%) Prometheus
5 2 (1.79%) Control-M
5 2 (1.79%) Rundeck
Vendors
1 14 (12.50%) Google
2 11 (9.82%) Databricks
3 10 (8.93%) Oracle
4 8 (7.14%) Automation Anywhere
4 8 (7.14%) OpenAI
4 8 (7.14%) UiPath
5 6 (5.36%) Microsoft
6 2 (1.79%) Atlassian
6 2 (1.79%) SAP
7 1 (0.89%) Okta
7 1 (0.89%) ServiceNow
7 1 (0.89%) Splunk