pytest
UK

The following table provides summary statistics for permanent job vacancies with a requirement for pytest skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited pytest over the 6 months to 20 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 855 908 1049
Rank change year-on-year +53 +141 -214
Permanent jobs citing pytest 29 67 194
As % of all permanent jobs advertised in the UK 0.029% 0.067% 0.12%
As % of the Libraries, Frameworks & Software Standards category 0.14% 0.22% 0.29%
Number of salaries quoted 19 56 58
10th Percentile £51,250 £38,750 £49,250
25th Percentile £55,140 £53,750 £50,000
Median annual salary (50th Percentile) £67,500 £67,500 £60,000
Median % change year-on-year - +12.50% -20.00%
75th Percentile £80,000 £81,563 £72,500
90th Percentile £97,500 £88,750 £85,500
UK excluding London median annual salary £63,750 £57,500 £60,000
% change year-on-year +10.87% -4.17% -

All Software Libraries and Frameworks
UK

pytest is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 21,099 30,098 66,714
As % of all permanent jobs advertised in the UK 21.12% 30.26% 40.98%
Number of salaries quoted 15,738 18,568 30,087
10th Percentile £36,250 £40,853 £37,500
25th Percentile £45,000 £50,939 £47,500
Median annual salary (50th Percentile) £60,000 £67,500 £63,750
Median % change year-on-year -11.11% +5.88% +15.91%
75th Percentile £78,750 £87,500 £82,500
90th Percentile £100,000 £106,250 £100,000
UK excluding London median annual salary £55,000 £57,500 £55,000
% change year-on-year -4.35% +4.55% +10.00%

pytest
Job Vacancy Trend

Job postings citing pytest as a proportion of all IT jobs advertised.

Job vacancy trend for pytest in the UK

pytest
Salary Trend

3-month moving average salary quoted in jobs citing pytest.

Salary trend for pytest in the UK

pytest
Salary Histogram

Salary distribution for jobs citing pytest over the 6 months to 20 May 2024.

Salary histogram for pytest in the UK

pytest
Top 8 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing pytest within the UK over the 6 months to 20 May 2024. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +51 25 £75,000 +1.69% 20
London +89 16 £75,000 -6.25% 11
UK excluding London -29 11 £63,750 +10.87% 9
South West - 9 £60,000 - 1
Work from Home +60 8 £75,000 +15.38% 7
Yorkshire +66 1 £67,500 +58.82% 2
North of England +14 1 £67,500 +30.43% 3
Scotland -71 1 - -

pytest
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 2 (6.90%) Apache
1 2 (6.90%) Apache Airflow
1 2 (6.90%) Apache Spark
Applications
1 8 (27.59%) Microsoft Office
2 3 (10.34%) Microsoft Excel
3 1 (3.45%) Simulink
Cloud Services
1 11 (37.93%) AWS
2 10 (34.48%) GitHub
3 7 (24.14%) Azure
4 6 (20.69%) GCP
5 3 (10.34%) Serverless
6 2 (6.90%) AWS Lambda
6 2 (6.90%) Azure DevOps
6 2 (6.90%) Cloud Composer
6 2 (6.90%) SaaS
7 1 (3.45%) Amazon Cognito
7 1 (3.45%) Amazon ECS
7 1 (3.45%) Amazon SQS
7 1 (3.45%) Azure Cosmos DB
7 1 (3.45%) Azure Functions
7 1 (3.45%) Azure Synapse Analytics
Database & Business Intelligence
1 3 (10.34%) MS Access
2 2 (6.90%) Data Warehouse
2 2 (6.90%) NoSQL
2 2 (6.90%) SQL Server
3 1 (3.45%) Big Data
3 1 (3.45%) Geospatial Data
3 1 (3.45%) PostgreSQL
Development Applications
1 16 (55.17%) Git
2 8 (27.59%) LabVIEW
3 4 (13.79%) JIRA
3 4 (13.79%) Selenium
4 3 (10.34%) Cucumber
5 2 (6.90%) Appium
5 2 (6.90%) CircleCI
5 2 (6.90%) Cypress.io
5 2 (6.90%) Jenkins
5 2 (6.90%) TestComplete
6 1 (3.45%) Bitbucket
6 1 (3.45%) MSTest
6 1 (3.45%) Octopus Deploy
6 1 (3.45%) Redmine
6 1 (3.45%) SpecFlow
General
1 11 (37.93%) Presentation Skills
2 10 (34.48%) Analytical Skills
3 3 (10.34%) Social Skills
4 2 (6.90%) Publishing
4 2 (6.90%) Tech for Good
5 1 (3.45%) Back Office
5 1 (3.45%) Finance
5 1 (3.45%) Law
5 1 (3.45%) Legal
5 1 (3.45%) Manufacturing
5 1 (3.45%) Marketing
Job Titles
1 14 (48.28%) Python Engineer
2 12 (41.38%) Test Engineer
3 8 (27.59%) Product Engineer
3 8 (27.59%) Product Test Engineer
3 8 (27.59%) Senior
3 8 (27.59%) Verification Engineer
4 6 (20.69%) Developer
5 5 (17.24%) Data Engineer
5 5 (17.24%) Python Developer
6 4 (13.79%) Test Automation Engineer
7 3 (10.34%) Senior Data Engineer
7 3 (10.34%) Senior Test Engineer
8 2 (6.90%) Python Software Engineer
8 2 (6.90%) QA Engineer
8 2 (6.90%) Senior Test Automation Engineer
8 2 (6.90%) Software Engineer
9 1 (3.45%) Development Engineer
9 1 (3.45%) QA Automation Engineer
9 1 (3.45%) Senior Development Engineer
9 1 (3.45%) Senior Software Test Engineer
Libraries, Frameworks & Software Standards
1 6 (20.69%) Pandas
2 5 (17.24%) React
3 3 (10.34%) AngularJS
4 2 (6.90%) React Native
5 1 (3.45%) CSS
5 1 (3.45%) Gherkin
5 1 (3.45%) HTML
5 1 (3.45%) Jest
5 1 (3.45%) Lambda Expressions
5 1 (3.45%) OpenAPI
5 1 (3.45%) Playwright
5 1 (3.45%) PySpark
5 1 (3.45%) RESTful
5 1 (3.45%) Web Services
Miscellaneous
1 9 (31.03%) Self-Motivation
2 3 (10.34%) Reinsurance
3 2 (6.90%) Marketing Technology
3 2 (6.90%) Product Ownership
4 1 (3.45%) Algorithms
4 1 (3.45%) Bitcoin
4 1 (3.45%) Data Structures
4 1 (3.45%) Derivative
4 1 (3.45%) Greenfield Project
Operating Systems
1 11 (37.93%) Unix
2 8 (27.59%) Windows
3 1 (3.45%) Linux
Processes & Methodologies
1 13 (44.83%) Test Automation
2 10 (34.48%) Agile
2 10 (34.48%) Problem-Solving
3 8 (27.59%) B2B
3 8 (27.59%) Kalman Filter
4 7 (24.14%) CI/CD
4 7 (24.14%) DevOps
5 6 (20.69%) Containerisation
5 6 (20.69%) SDET
6 5 (17.24%) Computer Science
6 5 (17.24%) ETL
6 5 (17.24%) Software Engineering
7 4 (13.79%) Data Analysis
7 4 (13.79%) Data Science
7 4 (13.79%) Scrum
8 3 (10.34%) Data Management
8 3 (10.34%) Data Pipeline
8 3 (10.34%) Insurtech
8 3 (10.34%) Unit Testing
8 3 (10.34%) Visualisation
Programming Languages
1 29 (100.00%) Python
2 9 (31.03%) SQL
3 8 (27.59%) MATLAB
4 6 (20.69%) JavaScript
5 3 (10.34%) VBA
6 2 (6.90%) C++
6 2 (6.90%) Swift
7 1 (3.45%) Bash
7 1 (3.45%) C
7 1 (3.45%) C#
7 1 (3.45%) Groovy
7 1 (3.45%) Java
7 1 (3.45%) PowerShell
7 1 (3.45%) TypeScript
Qualifications
1 13 (44.83%) Degree
2 8 (27.59%) HND
3 2 (6.90%) Master's Degree
3 2 (6.90%) SC Cleared
3 2 (6.90%) Security Cleared
4 1 (3.45%) Computer Science Degree
4 1 (3.45%) DV Cleared
4 1 (3.45%) Numerate Degree
4 1 (3.45%) Postgraduate
Quality Assurance & Compliance
1 4 (13.79%) QA
2 2 (6.90%) Accessibility
System Software
1 7 (24.14%) Docker
Systems Management
1 3 (10.34%) Kubernetes
1 3 (10.34%) Terraform
2 2 (6.90%) Marathon
2 2 (6.90%) Mesos
3 1 (3.45%) Ansible
Vendors
1 3 (10.34%) Google
2 2 (6.90%) Microsoft
3 1 (3.45%) Databricks
3 1 (3.45%) ESRI
3 1 (3.45%) Mapbox
3 1 (3.45%) SaltStack