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 26 September 2026, with comparisons to the same periods in the previous two years.

6 months to
26 Sep 2026
Same period 2025 Same period 2024
Rank 494 452 487
Rank change year-on-year -42 +35 +62
Contract jobs citing pytest 134 62 40
As % of all contract jobs in England 0.29% 0.22% 0.12%
As % of the Libraries, Frameworks & Software Standards category 1.35% 0.87% 0.49%
Number of daily rates quoted 95 47 28
10th Percentile £300 £370 £359
25th Percentile £400 £456 £444
Median daily rate (50th Percentile) £488 £550 £500
Median % change year-on-year -11.36% +10.00% -9.09%
75th Percentile £575 £725 £569
90th Percentile £649 £850 £698
UK median daily rate £500 £510 £500
% change year-on-year -1.96% +2.00% -3.61%
Number of hourly rates quoted 1 0 0
10th Percentile - - -
25th Percentile £56.25 - -
Median hourly rate £57.50 - -
75th Percentile £58.75 - -
90th Percentile - - -
UK median hourly rate £57.50 - -

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 9,900 7,138 8,121
As % of all contract IT jobs advertised in England 21.27% 25.55% 24.80%
Number of daily rates quoted 6,515 4,847 5,356
10th Percentile £380 £353 £363
25th Percentile £446 £413 £450
Median daily rate (50th Percentile) £535 £520 £550
Median % change year-on-year +2.88% -5.45% -1.35%
75th Percentile £638 £638 £669
90th Percentile £738 £738 £800
UK median daily rate £525 £513 £550
% change year-on-year +2.44% -6.82% -
Number of hourly rates quoted 265 173 180
10th Percentile £29.07 £31.32 £27.68
25th Percentile £51.25 £43.00 £43.00
Median hourly rate £65.00 £55.00 £62.93
Median % change year-on-year +18.18% -12.60% +4.88%
75th Percentile £77.00 £65.00 £70.00
90th Percentile £90.00 £70.00 £74.54
UK median hourly rate £65.00 £55.00 £61.60
% change year-on-year +18.18% -10.71% +2.67%

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 26 September 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 26 September 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 -44 85 £538 -19.78% 55
Yorkshire -27 19 £475 -5.00% 1
North of England -63 19 £475 -2.56% 6
South East -59 12 £358 -4.67% 15
East of England -26 9 £450 +9.09% 5
East Midlands -10 6 £300 - 1
Midlands -41 6 £300 -53.85% 5
South West - 2 £435 - 7
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 9 (6.72%) Apache Airflow
2 7 (5.22%) Confluence
3 5 (3.73%) OpenStack
4 3 (2.24%) Apache
5 2 (1.49%) Jupyter
5 2 (1.49%) Palantir Foundry
6 1 (0.75%) Apache Spark
Applications
1 6 (4.48%) CPLEX
Business Applications
1 2 (1.49%) SAP BPC
2 1 (0.75%) Aladdin
2 1 (0.75%) Oracle EBS
2 1 (0.75%) SAP Oil and Gas
Cloud Services
1 48 (35.82%) AWS
2 42 (31.34%) Azure
3 39 (29.10%) GitHub
4 29 (21.64%) GitHub Actions
5 21 (15.67%) GCP
6 17 (12.69%) Azure DevOps
6 17 (12.69%) Serverless
7 15 (11.19%) AWS Lambda
8 9 (6.72%) Azure Data Factory
8 9 (6.72%) Microsoft Copilot
9 8 (5.97%) Amazon SQS
10 7 (5.22%) AWS CloudFormation
10 7 (5.22%) Azure Synapse Analytics
11 6 (4.48%) Amazon Kinesis
12 5 (3.73%) Snowflake
13 4 (2.99%) Amazon EKS
13 4 (2.99%) Amazon S3
13 4 (2.99%) Apigee
13 4 (2.99%) Azure Functions
13 4 (2.99%) Microsoft Purview
Communications & Networking
1 14 (10.45%) Internet
2 5 (3.73%) 4G
2 5 (3.73%) 5G
2 5 (3.73%) DNS
2 5 (3.73%) HTTP
2 5 (3.73%) SSH
2 5 (3.73%) TCP/IP
3 2 (1.49%) DSL
4 1 (0.75%) Network Security
Database & Business Intelligence
1 26 (19.40%) PostgreSQL
2 20 (14.93%) MongoDB
3 15 (11.19%) MySQL
3 15 (11.19%) NoSQL
4 11 (8.21%) Redis
5 7 (5.22%) Neo4j
6 6 (4.48%) Amazon Redshift
6 6 (4.48%) Data Lake
7 4 (2.99%) Metadata
7 4 (2.99%) Spark SQL
7 4 (2.99%) SQL Server
8 3 (2.24%) Relational Database
9 2 (1.49%) Data Warehouse
9 2 (1.49%) Delta Lake
9 2 (1.49%) Snowflake Schema
10 1 (0.75%) Amazon Aurora
10 1 (0.75%) InfluxDB
10 1 (0.75%) Parquet
10 1 (0.75%) Power BI
10 1 (0.75%) TimescaleDB
Development Applications
1 49 (36.57%) Git
2 26 (19.40%) JIRA
3 24 (17.91%) GitLab
4 19 (14.18%) Jenkins
4 19 (14.18%) Selenium
5 9 (6.72%) Postman
6 7 (5.22%) SonarQube
6 7 (5.22%) Zephyr
7 6 (4.48%) Newman
8 5 (3.73%) JMeter
8 5 (3.73%) JUnit
8 5 (3.73%) Robot Framework
8 5 (3.73%) TestRail
9 3 (2.24%) REST Assured
10 2 (1.49%) Cypress.io
10 2 (1.49%) Gatling
10 2 (1.49%) NeoLoad
10 2 (1.49%) NUnit
11 1 (0.75%) Applitools
11 1 (0.75%) Cucumber
General
1 31 (23.13%) Finance
2 24 (17.91%) Social Skills
3 21 (15.67%) Analytical Skills
4 15 (11.19%) Banking
5 6 (4.48%) Telecoms
6 4 (2.99%) Public Sector
7 2 (1.49%) Aerospace
8 1 (0.75%) Automotive
8 1 (0.75%) Back Office
8 1 (0.75%) Documentation Skills
8 1 (0.75%) Front Office
8 1 (0.75%) Inclusion and Diversity
8 1 (0.75%) Investment Banking
8 1 (0.75%) Legal
8 1 (0.75%) Military
8 1 (0.75%) Retail Banking
Job Titles
1 34 (25.37%) Senior
2 31 (23.13%) Lead
3 24 (17.91%) Developer
4 22 (16.42%) Machine Learning Engineer
5 21 (15.67%) Python Developer
6 15 (11.19%) Test Automation Engineer
7 14 (10.45%) Data Engineer
7 14 (10.45%) Python Engineer
8 13 (9.70%) Test Engineer
9 10 (7.46%) QA Leader
10 7 (5.22%) QA Engineer
11 6 (4.48%) Full-Stack Developer
11 6 (4.48%) Lead Data Engineer
11 6 (4.48%) Senior Data Engineer
12 5 (3.73%) Automation Engineer
12 5 (3.73%) Databricks Data Engineer
12 5 (3.73%) Databricks Engineer
12 5 (3.73%) Full-Stack Python Developer
12 5 (3.73%) QA Automation Engineer
13 4 (2.99%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 32 (23.88%) FastAPI
2 31 (23.13%) Playwright
3 27 (20.15%) Terraform
4 22 (16.42%) Pandas
4 22 (16.42%) REST
4 22 (16.42%) RESTful
5 20 (14.93%) Kafka
6 18 (13.43%) Flask
7 16 (11.94%) Django
7 16 (11.94%) RabbitMQ
8 15 (11.19%) React
9 14 (10.45%) PySpark
10 11 (8.21%) NumPy
11 9 (6.72%) Great Expectations
12 8 (5.97%) CSS
12 8 (5.97%) HTML
12 8 (5.97%) Jinja
12 8 (5.97%) Swagger
13 7 (5.22%) OpenAPI
13 7 (5.22%) XML
Miscellaneous
1 25 (18.66%) Cloud Native
2 8 (5.97%) Distributed Systems
3 7 (5.22%) Algorithms
3 7 (5.22%) Data Structures
4 6 (4.48%) AI Agents
5 5 (3.73%) Product Ownership
6 4 (2.99%) Low-Code
7 3 (2.24%) Greenfield Project
7 3 (2.24%) Life Science
8 2 (1.49%) Enterprise Cloud
8 2 (1.49%) Onboarding
8 2 (1.49%) Public Cloud
8 2 (1.49%) Taxonomies
9 1 (0.75%) Data Protection Act
9 1 (0.75%) Distributed Applications
9 1 (0.75%) Distributed Computing
9 1 (0.75%) Equities
9 1 (0.75%) Fixed Income
9 1 (0.75%) Foreign Exchange (FX)
9 1 (0.75%) Reference Data
Operating Systems
1 12 (8.96%) Linux
2 1 (0.75%) Android
2 1 (0.75%) Apple iOS
Processes & Methodologies
1 87 (64.93%) CI/CD
2 73 (54.48%) DevOps
3 65 (48.51%) AI
4 56 (41.79%) Test Automation
5 48 (35.82%) Agile
6 44 (32.84%) Validation
7 39 (29.10%) OOP
8 36 (26.87%) LLM
9 35 (26.12%) Machine Learning
9 35 (26.12%) Software Engineering
10 31 (23.13%) Generative AI
10 31 (23.13%) Unit Testing
11 28 (20.90%) Problem-Solving
12 25 (18.66%) Containerisation
12 25 (18.66%) Scrum
13 24 (17.91%) Analytics
13 24 (17.91%) Clean Code
14 23 (17.16%) Design Patterns
14 23 (17.16%) Infrastructure as Code
14 23 (17.16%) TDD
Programming Languages
1 131 (97.76%) Python
2 49 (36.57%) SQL
3 15 (11.19%) TypeScript
4 11 (8.21%) Bash
4 11 (8.21%) JavaScript
5 10 (7.46%) Java
6 6 (4.48%) C#
7 4 (2.99%) Cypher
7 4 (2.99%) Data Analysis Expressions
7 4 (2.99%) Go
7 4 (2.99%) Shell Script
8 2 (1.49%) R
8 2 (1.49%) SHACL
9 1 (0.75%) Kusto Query Language
9 1 (0.75%) PowerShell
Qualifications
1 24 (17.91%) Security Cleared
2 21 (15.67%) SC Cleared
3 7 (5.22%) Computer Science Degree
3 7 (5.22%) Degree
4 4 (2.99%) Azure Certification
5 3 (2.24%) AWS Certification
5 3 (2.24%) DV Cleared
5 3 (2.24%) ISTQB
6 2 (1.49%) CISSP
6 2 (1.49%) ISTQB Foundation Certification
6 2 (1.49%) Microsoft Certified Professional
7 1 (0.75%) BPSS Clearance
7 1 (0.75%) CISA
7 1 (0.75%) CompTIA CySA+
7 1 (0.75%) GSEC
7 1 (0.75%) SSCP
Quality Assurance & Compliance
1 46 (34.33%) QA
2 14 (10.45%) Data Quality
3 3 (2.24%) GDPR
3 3 (2.24%) ISO/IEC 27001
3 3 (2.24%) NIST
4 2 (1.49%) Accessibility
4 2 (1.49%) Sarbanes-Oxley
System Software
1 70 (52.24%) Docker
2 1 (0.75%) Active Directory
Systems Management
1 54 (40.30%) Kubernetes
2 10 (7.46%) Grafana
3 8 (5.97%) Argo
4 7 (5.22%) Ansible
5 6 (4.48%) Prometheus
Vendors
1 19 (14.18%) Databricks
2 16 (11.94%) Microsoft
3 11 (8.21%) Google
4 3 (2.24%) Foundry
5 2 (1.49%) FactSet
5 2 (1.49%) OpenAI
5 2 (1.49%) Palantir
5 2 (1.49%) SAP
6 1 (0.75%) Oracle
6 1 (0.75%) OutSystems
6 1 (0.75%) Red Hat
6 1 (0.75%) SimCorp