JAX Job Trends in England

JAX
UK > England

The table below provides summary statistics and salary benchmarking for jobs advertised in England requiring JAX skills. It covers permanent job vacancies from the 6 months leading up to 4 January 2026, with comparisons to the same periods in the previous two years.

6 months to
4 Jan 2026
Same period 2025 Same period 2024
Rank 579 674 -
Rank change year-on-year +95 - -
Permanent jobs citing JAX 14 9 0
As % of all permanent jobs in England 0.027% 0.018% -
As % of the Libraries, Frameworks & Software Standards category 0.23% 0.086% -
Number of salaries quoted 6 5 0
10th Percentile £46,939 - -
25th Percentile £50,204 £86,525 -
Median annual salary (50th Percentile) £67,500 £100,000 -
Median % change year-on-year -32.50% - -
75th Percentile £91,875 - -
90th Percentile £161,250 - -
UK median annual salary £67,500 £100,000 -
% change year-on-year -32.50% - -

All Software Libraries and Frameworks
England

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 in England.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 6,194 10,482 11,562
As % of all permanent jobs advertised in England 11.92% 21.45% 24.82%
Number of salaries quoted 4,762 6,174 9,671
10th Percentile £35,854 £40,004 £41,250
25th Percentile £48,863 £50,000 £50,000
Median annual salary (50th Percentile) £65,000 £65,000 £65,000
Median % change year-on-year - - -3.70%
75th Percentile £85,000 £86,250 £85,750
90th Percentile £110,000 £110,000 £110,000
UK median annual salary £65,000 £65,000 £65,000
% change year-on-year - - -3.70%

JAX
Job Vacancy Trend in England

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

JAX job vacancy trend in England

JAX
Salary Trend in England

Salary distribution trend for jobs in England citing JAX.

Salary distribution trend for jobs in England citing JAX

JAX
Salary Histogram in England

Salary distribution for jobs citing JAX in England over the 6 months to 4 January 2026.

Salary histogram for JAX in England

JAX
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing JAX within the England region over the 6 months to 4 January 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
London +59 7 £67,500 -32.50% 16
East of England - 7 - - 1
JAX
UK

JAX
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 3 (21.43%) Apache Airflow
1 3 (21.43%) Apache Spark
2 1 (7.14%) Jupyter
Cloud Services
1 3 (21.43%) AWS
1 3 (21.43%) Azure
1 3 (21.43%) GCP
1 3 (21.43%) Prefect
2 1 (7.14%) Amazon SageMaker
2 1 (7.14%) Azure Machine Learning
Database & Business Intelligence
1 1 (7.14%) Data Lake
1 1 (7.14%) NoSQL
Development Applications
1 3 (21.43%) MLflow
2 1 (7.14%) Git
General
1 4 (28.57%) Social Skills
2 2 (14.29%) Finance
2 2 (14.29%) Inclusion and Diversity
3 1 (7.14%) Analytical Skills
3 1 (7.14%) Documentation Skills
Job Titles
1 7 (50.00%) Consultant
1 7 (50.00%) Machine Learning Consultant
2 2 (14.29%) Artificial Intelligence Engineer
2 2 (14.29%) Data Scientist
2 2 (14.29%) Python Engineer
3 1 (7.14%) Developer
3 1 (7.14%) Head of AI
3 1 (7.14%) Python Developer
3 1 (7.14%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 14 (100.00%) Google JAX
1 14 (100.00%) PyTorch
2 13 (92.86%) TensorFlow
3 3 (21.43%) Hugging Face
3 3 (21.43%) Kafka
3 3 (21.43%) scikit-learn
4 2 (14.29%) EDI
5 1 (7.14%) NumPy
5 1 (7.14%) ONNX
5 1 (7.14%) Pandas
5 1 (7.14%) XGBoost
Miscellaneous
1 7 (50.00%) CUDA
2 4 (28.57%) Cyber Threat
3 3 (21.43%) Distributed Systems
4 1 (7.14%) Algorithms
4 1 (7.14%) Blockchain
4 1 (7.14%) Data Structures
4 1 (7.14%) Robotics
4 1 (7.14%) SystemC
Processes & Methodologies
1 12 (85.71%) Machine Learning
2 10 (71.43%) Computer Vision
2 10 (71.43%) Prototyping
2 10 (71.43%) Rapid Prototyping
3 9 (64.29%) AI
3 9 (64.29%) Computer Science
4 8 (57.14%) Physics
5 7 (50.00%) Mathematics
6 6 (42.86%) Problem-Solving
7 5 (35.71%) Deep Learning
7 5 (35.71%) Software Engineering
8 4 (28.57%) LLM
8 4 (28.57%) Open Source
8 4 (28.57%) Test Automation
9 3 (21.43%) Containerisation
9 3 (21.43%) Data Science
9 3 (21.43%) DevOps
9 3 (21.43%) Edge AI
9 3 (21.43%) Low Latency
9 3 (21.43%) MLOps
Programming Languages
1 14 (100.00%) Python
2 3 (21.43%) SQL
3 2 (14.29%) Bash
4 1 (7.14%) C++
Qualifications
1 8 (57.14%) Degree
2 5 (35.71%) Security Cleared
3 4 (28.57%) Numerate Degree
3 4 (28.57%) PhD
4 3 (21.43%) Computer Science Degree
5 2 (14.29%) Master's Degree
5 2 (14.29%) SC Cleared
Quality Assurance & Compliance
1 1 (7.14%) Data Quality
System Software
1 3 (21.43%) Docker
Systems Management
1 3 (21.43%) Kubeflow
1 3 (21.43%) Kubernetes