NumPy Jobs in the East of England

NumPy
England > East of England

The table below provides summary statistics for permanent job vacancies advertised in the East of England requiring NumPy skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited NumPy over the 6 months leading up to 4 August 2025, comparing them to the same period in the previous two years.

6 months to
4 Aug 2025
Same period 2024 Same period 2023
Rank 176 169 166
Rank change year-on-year -7 -3 +122
Permanent jobs citing NumPy 13 7 3
As % of all permanent jobs advertised in the East of England 0.34% 0.15% 0.088%
As % of the Libraries, Frameworks & Software Standards category 2.34% 1.13% 0.51%
Number of salaries quoted 1 7 3
10th Percentile - - -
25th Percentile £38,750 £62,500 £47,500
Median annual salary (50th Percentile) £42,500 £70,000 £55,000
Median % change year-on-year -39.29% +27.27% -34.52%
75th Percentile £46,250 £72,500 £70,000
90th Percentile - - £74,500
England median annual salary £110,000 £135,000 £75,000
% change year-on-year -18.52% +80.00% -16.67%

All Software Libraries and Frameworks
East of England

NumPy 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 the East of England.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 555 622 590
As % of all permanent jobs advertised in the East of England 14.37% 13.18% 17.22%
Number of salaries quoted 346 506 391
10th Percentile £27,250 £31,875 £36,250
25th Percentile £42,500 £41,250 £42,500
Median annual salary (50th Percentile) £55,000 £55,000 £60,000
Median % change year-on-year - -8.33% +9.09%
75th Percentile £66,254 £72,500 £71,250
90th Percentile £79,500 £78,750 £81,250
England median annual salary £67,500 £62,500 £67,500
% change year-on-year +8.00% -7.41% +3.85%

NumPy
Job Vacancy Trend in the East of England

Job postings citing NumPy as a proportion of all IT jobs advertised in the East of England.

Job vacancy trend for NumPy in the East of England

NumPy
Salary Trend in the East of England

3-month moving average salary quoted in jobs citing NumPy in the East of England.

Salary trend for NumPy in the East of England

NumPy
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NumPy within the East of England region over the 6 months to 4 August 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
Cambridgeshire +21 12 £42,500 -39.29% 4
Suffolk - 1 - -
NumPy
England

NumPy
Co-occurring Skills and Capabilities in the East of England 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 (15.38%) Apache Spark
Business Applications
1 1 (7.69%) Dynamics CRM
Cloud Services
1 12 (92.31%) AWS
2 10 (76.92%) Amazon SageMaker
3 2 (15.38%) Amazon EKS
3 2 (15.38%) Amazon ELB
3 2 (15.38%) Amazon S3
3 2 (15.38%) SaaS
4 1 (7.69%) Azure
4 1 (7.69%) Azure DevOps
4 1 (7.69%) Azure Machine Learning
4 1 (7.69%) dbt
4 1 (7.69%) Dynamics 365
4 1 (7.69%) Fivetran
4 1 (7.69%) GCP
4 1 (7.69%) GitHub
4 1 (7.69%) GitHub Actions
4 1 (7.69%) Google Data Studio
4 1 (7.69%) Power Platform
4 1 (7.69%) Snowflake
Database & Business Intelligence
1 2 (15.38%) Delta Lake
1 2 (15.38%) DynamoDB
1 2 (15.38%) Metadata
1 2 (15.38%) Spark SQL
2 1 (7.69%) Amazon Redshift
2 1 (7.69%) BigQuery
2 1 (7.69%) Data Warehouse
2 1 (7.69%) Looker
2 1 (7.69%) Power BI
2 1 (7.69%) SQL Server
2 1 (7.69%) Tableau
Development Applications
1 2 (15.38%) MLflow
2 1 (7.69%) Git
General
1 9 (69.23%) Manufacturing
1 9 (69.23%) Pharmaceutical
2 3 (23.08%) Social Skills
3 1 (7.69%) Finance
3 1 (7.69%) Inclusion and Diversity
3 1 (7.69%) Marketing
3 1 (7.69%) Retail
Job Titles
1 3 (23.08%) Machine Learning Engineer
2 2 (15.38%) Operations Engineer
3 1 (7.69%) Analyst
3 1 (7.69%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 13 (100.00%) scikit-learn
2 12 (92.31%) Keras
2 12 (92.31%) PyTorch
2 12 (92.31%) TensorFlow
3 4 (30.77%) Pandas
4 2 (15.38%) Lambda Expressions
4 2 (15.38%) Metaflow
4 2 (15.38%) PySpark
4 2 (15.38%) YAML
5 1 (7.69%) Flask
5 1 (7.69%) Hugging Face
5 1 (7.69%) Matplotlib
5 1 (7.69%) OpenCV
5 1 (7.69%) SciPy
Miscellaneous
1 10 (76.92%) Algorithms
2 2 (15.38%) Linux Command Line
Operating Systems
1 2 (15.38%) Unix
Processes & Methodologies
1 13 (100.00%) Artificial Intelligence
1 13 (100.00%) Machine Learning
2 11 (84.62%) Data Science
2 11 (84.62%) Visualisation
3 10 (76.92%) Analytics
3 10 (76.92%) Computer Science
3 10 (76.92%) Data Transformation
3 10 (76.92%) Deep Learning
3 10 (76.92%) Roadmaps
4 9 (69.23%) Bioinformatics
4 9 (69.23%) Biology
4 9 (69.23%) Data Analytics
4 9 (69.23%) Data Visualisation
4 9 (69.23%) Dimensionality Reduction
4 9 (69.23%) Mathematics
4 9 (69.23%) Physics
4 9 (69.23%) PLM
4 9 (69.23%) Software Engineering
4 9 (69.23%) Statistics
4 9 (69.23%) UX Design
Programming Languages
1 13 (100.00%) Python
2 3 (23.08%) SQL
3 1 (7.69%) Data Analysis Expressions
Qualifications
1 10 (76.92%) Degree
1 10 (76.92%) PhD
2 1 (7.69%) Master's Degree
System Software
1 2 (15.38%) Docker
Systems Management
1 2 (15.38%) Kubeflow
1 2 (15.38%) Kubernetes
1 2 (15.38%) Terraform
Vendors
1 2 (15.38%) Databricks
2 1 (7.69%) Alteryx
2 1 (7.69%) Google
2 1 (7.69%) HubSpot
2 1 (7.69%) OpenAI
2 1 (7.69%) Salesforce
2 1 (7.69%) Talend
2 1 (7.69%) Zoho