JAX
UK

The table below provides summary statistics for permanent job vacancies requiring JAX skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited JAX over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 683 - 985
Rank change year-on-year - - -
Permanent jobs citing JAX 9 0 4
As % of all permanent jobs advertised in the UK 0.017% - 0.004%
As % of the Libraries, Frameworks & Software Standards category 0.11% - 0.013%
Number of salaries quoted 4 0 4
10th Percentile £69,357 - -
25th Percentile £80,393 - £68,750
Median annual salary (50th Percentile) £88,863 - £73,750
75th Percentile £93,401 - £76,250
90th Percentile £97,360 - -
UK excluding London median annual salary £64,000 - -

All Software Libraries and Frameworks
UK

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

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 8,460 21,099 31,393
As % of all permanent jobs advertised in the UK 16.26% 21.42% 30.21%
Number of salaries quoted 6,443 15,769 19,367
10th Percentile £38,750 £36,250 £41,117
25th Percentile £51,000 £45,000 £50,000
Median annual salary (50th Percentile) £65,000 £60,000 £67,500
Median % change year-on-year +8.33% -11.11% +8.00%
75th Percentile £87,500 £80,000 £87,500
90th Percentile £111,250 £100,000 £106,250
UK excluding London median annual salary £60,000 £55,000 £57,500
% change year-on-year +9.09% -4.35% +4.55%

JAX
Job Vacancy Trend

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

Job vacancy trend for JAX in the UK

JAX
Salary Trend

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

Salary trend for JAX in the UK

JAX
Salary Histogram

Salary distribution for jobs citing JAX over the 6 months to 1 May 2025.

Salary histogram for JAX in the UK

JAX
Top 6 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing JAX within the UK over the 6 months to 1 May 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England - 7 £88,863 - 36
London - 5 £88,863 - 26
UK excluding London - 4 £64,000 - 16
Work from Home - 2 £88,863 - 9
East of England - 2 £64,000 - 8
Scotland - 2 - -

JAX
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:

Cloud Services
1 6 (66.67%) AWS
2 4 (44.44%) Amazon SageMaker
3 3 (33.33%) GCP
4 2 (22.22%) GitHub
5 1 (11.11%) Azure
5 1 (11.11%) GitHub Actions
5 1 (11.11%) Serverless
Database & Business Intelligence
1 2 (22.22%) Big Data
2 1 (11.11%) PostgreSQL
Development Applications
1 5 (55.56%) Git
General
1 7 (77.78%) Finance
2 6 (66.67%) Social Skills
3 2 (22.22%) Banking
4 1 (11.11%) Front Office
Job Titles
1 5 (55.56%) Data Scientist
2 2 (22.22%) Data Manager
2 2 (22.22%) Data Science Manager
3 1 (11.11%) Artificial Intelligence Engineer
3 1 (11.11%) Data Engineer
3 1 (11.11%) DevOps Engineer
3 1 (11.11%) Research Scientist
Libraries, Frameworks & Software Standards
1 8 (88.89%) Google JAX
1 8 (88.89%) PyTorch
1 8 (88.89%) TensorFlow
2 6 (66.67%) NumPy
2 6 (66.67%) scikit-learn
3 2 (22.22%) Hugging Face
3 2 (22.22%) Pandas
4 1 (11.11%) AWS SAM
4 1 (11.11%) Dask
4 1 (11.11%) Ray
4 1 (11.11%) Serverless Framework
Miscellaneous
1 6 (66.67%) Algorithms
2 1 (11.11%) Cloud Native
2 1 (11.11%) Distributed Computing
2 1 (11.11%) Embedded Systems
2 1 (11.11%) Hedge funds
2 1 (11.11%) Robotics
Operating Systems
1 2 (22.22%) Linux
2 1 (11.11%) Android
Processes & Methodologies
1 8 (88.89%) Artificial Intelligence
1 8 (88.89%) LLM
1 8 (88.89%) Machine Learning
2 7 (77.78%) Data Science
3 5 (55.56%) Computer Science
3 5 (55.56%) Data Analysis
4 4 (44.44%) Analytics
4 4 (44.44%) Community of Practice
4 4 (44.44%) Cost Reduction
4 4 (44.44%) Customer Experience
4 4 (44.44%) Experimental Design
4 4 (44.44%) Exploratory Data Analysis
4 4 (44.44%) Mathematics
4 4 (44.44%) Physics
4 4 (44.44%) Project Delivery
4 4 (44.44%) Software Engineering
4 4 (44.44%) Statistical Modelling
4 4 (44.44%) Time Series Forecasting
5 3 (33.33%) Deep Learning
6 2 (22.22%) Data Engineering
Programming Languages
1 9 (100.00%) Python
2 2 (22.22%) C++
3 1 (11.11%) C
3 1 (11.11%) Java
Qualifications
1 5 (55.56%) Degree
1 5 (55.56%) PhD
2 4 (44.44%) Master's Degree
System Software
1 1 (11.11%) Docker
Systems Management
1 1 (11.11%) Argo
1 1 (11.11%) Kubernetes
1 1 (11.11%) Packer