NumPy Jobs in England

NumPy
UK > England

The table below provides summary statistics for permanent job vacancies advertised in 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 July 2025, comparing them to the same period in the previous two years.

6 months to
4 Jul 2025
Same period 2024 Same period 2023
Rank 474 368 639
Rank change year-on-year -106 +271 +16
Permanent jobs citing NumPy 236 619 219
As % of all permanent jobs advertised in England 0.46% 0.66% 0.28%
As % of the Libraries, Frameworks & Software Standards category 2.64% 3.41% 0.98%
Number of salaries quoted 189 574 185
10th Percentile £80,000 £75,000 £48,000
25th Percentile £100,000 £96,250 £58,750
Median annual salary (50th Percentile) £110,000 £135,000 £75,000
Median % change year-on-year -18.52% +80.00% -16.67%
75th Percentile £137,500 £148,750 £112,500
90th Percentile - £165,000 £142,500
UK median annual salary £110,000 £135,000 £75,000
% change year-on-year -18.52% +80.00% -16.67%

All Software Libraries and Frameworks
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 England.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 8,934 18,169 22,422
As % of all permanent jobs advertised in England 17.25% 19.40% 28.47%
Number of salaries quoted 5,507 14,286 15,423
10th Percentile £38,750 £36,250 £41,250
25th Percentile £51,550 £45,000 £51,250
Median annual salary (50th Percentile) £67,500 £60,000 £67,500
Median % change year-on-year +12.50% -11.11% +3.85%
75th Percentile £87,500 £80,000 £87,500
90th Percentile £115,000 £102,500 £108,750
UK median annual salary £67,500 £60,000 £67,071
% change year-on-year +12.50% -10.54% +4.23%

NumPy
Job Vacancy Trend in England

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

Job vacancy trend for NumPy in England

NumPy
Salary Trend in England

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

Salary trend for NumPy in England

NumPy
Salary Histogram in England

Salary distribution for jobs citing NumPy in England over the 6 months to 4 July 2025.

Salary histogram for NumPy in England

NumPy
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NumPy within the England region over the 6 months to 4 July 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
London -79 197 £110,000 -18.52% 339
East of England +37 12 - - 11
Midlands +95 11 £35,000 -37.78% 10
North of England +48 9 £90,000 +56.52% 26
West Midlands +63 7 £35,000 -37.78% 6
South East +63 5 £105,000 +133.33% 37
North West +14 5 £90,000 +63.64% 13
East Midlands - 4 - - 4
Yorkshire +47 3 - - 12
South West +81 2 - - 12
North East +46 1 - - 3
NumPy
UK

NumPy
Co-occurring Skills and Capabilities in 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
1 167 (70.76%) Apache Airflow
2 79 (33.47%) Apache
3 24 (10.17%) Apache Spark
Applications
1 5 (2.12%) InDesign
Cloud Services
1 204 (86.44%) AWS
2 162 (68.64%) dbt
3 106 (44.92%) GCP
4 73 (30.93%) Snowflake
5 29 (12.29%) Amazon EKS
6 28 (11.86%) Azure
7 19 (8.05%) Dagster
8 18 (7.63%) Amazon ELB
8 18 (7.63%) Amazon S3
9 11 (4.66%) Amazon EC2
9 11 (4.66%) Amazon ECS
10 9 (3.81%) Amazon SageMaker
11 4 (1.69%) Serverless
12 3 (1.27%) AWS CloudTrail
12 3 (1.27%) AWS Lambda
13 2 (0.85%) Cloud Computing
13 2 (0.85%) SaaS
14 1 (0.42%) Microsoft Copilot
14 1 (0.42%) Power Platform
Communications & Networking
1 1 (0.42%) FTP
Database & Business Intelligence
1 161 (68.22%) Amazon Athena
1 161 (68.22%) Apache Iceberg
1 161 (68.22%) Dremio
2 153 (64.83%) Apache Arrow
3 78 (33.05%) PostgreSQL
4 77 (32.63%) Apache Ignite
5 71 (30.08%) Data Lake
6 18 (7.63%) Delta Lake
6 18 (7.63%) DynamoDB
6 18 (7.63%) Metadata
6 18 (7.63%) Spark SQL
7 7 (2.97%) Relational Database
8 6 (2.54%) Hadoop
8 6 (2.54%) NoSQL
9 4 (1.69%) Amazon Redshift
9 4 (1.69%) Apache Hive
10 3 (1.27%) MySQL
10 3 (1.27%) SQL Server
11 2 (0.85%) Big Data
11 2 (0.85%) MongoDB
Development Applications
1 20 (8.47%) MLflow
2 14 (5.93%) Git
3 2 (0.85%) Atlassian Bamboo
3 2 (0.85%) Bitbucket
3 2 (0.85%) Jenkins
3 2 (0.85%) JMeter
3 2 (0.85%) LoadRunner
3 2 (0.85%) NeoLoad
3 2 (0.85%) REST Assured
3 2 (0.85%) Selenium
3 2 (0.85%) WebDriver
4 1 (0.42%) GitLab
General
1 189 (80.08%) Finance
2 164 (69.49%) Front Office
3 85 (36.02%) Banking
4 71 (30.08%) Investment Banking
5 33 (13.98%) Social Skills
6 16 (6.78%) Analytical Skills
7 10 (4.24%) Inclusion and Diversity
8 9 (3.81%) Manufacturing
8 9 (3.81%) Pharmaceutical
9 4 (1.69%) Financial Institution
9 4 (1.69%) Retail Banking
10 3 (1.27%) Law
11 2 (0.85%) Legal
12 1 (0.42%) Aviation
12 1 (0.42%) Retail
Job Titles
1 153 (64.83%) AWS Engineer
1 153 (64.83%) AWS Software Engineer
1 153 (64.83%) Software Engineer
2 130 (55.08%) Python Engineer
3 118 (50.00%) Python Software Engineer
4 104 (44.07%) Developer
5 95 (40.25%) Java Engineer
5 95 (40.25%) Java Software Engineer
6 82 (34.75%) AWS Developer
6 82 (34.75%) Developer/Software Engineer
7 79 (33.47%) Python Developer
8 73 (30.93%) Senior
9 66 (27.97%) Senior Java Engineer
9 66 (27.97%) Senior Java Software Engineer
9 66 (27.97%) Senior Software Engineer
10 24 (10.17%) Java Developer
10 24 (10.17%) Java Software Developer
11 19 (8.05%) Machine Learning Engineer
12 18 (7.63%) Operations Engineer
13 10 (4.24%) Data Engineer
Libraries, Frameworks & Software Standards
1 223 (94.49%) Pandas
2 169 (71.61%) SciPy
3 95 (40.25%) AngularJS
4 93 (39.41%) React
5 84 (35.59%) Vue
6 82 (34.75%) Node.js
7 77 (32.63%) gRPC
7 77 (32.63%) Protocol Buffers
8 39 (16.53%) PySpark
9 37 (15.68%) TensorFlow
10 36 (15.25%) PyTorch
11 34 (14.41%) scikit-learn
12 33 (13.98%) Keras
13 18 (7.63%) Lambda Expressions
13 18 (7.63%) Metaflow
13 18 (7.63%) YAML
14 14 (5.93%) Flask
15 7 (2.97%) Plotly
16 6 (2.54%) Django
16 6 (2.54%) Redux
Miscellaneous
1 161 (68.22%) Fixed Income
2 147 (62.29%) Equities
3 139 (58.90%) Foreign Exchange (FX)
4 74 (31.36%) Hedge funds
5 71 (30.08%) Derivative
6 60 (25.42%) Pricing Data
7 18 (7.63%) Linux Command Line
8 14 (5.93%) Algorithms
9 8 (3.39%) Product Ownership
10 3 (1.27%) Robotics
10 3 (1.27%) Virtual Team
11 1 (0.42%) AI Agents
11 1 (0.42%) Blog
11 1 (0.42%) Data Structures
11 1 (0.42%) Greenfield Project
11 1 (0.42%) Management Information System
11 1 (0.42%) Renewable Energy
Operating Systems
1 18 (7.63%) Unix
2 1 (0.42%) Linux
Processes & Methodologies
1 173 (73.31%) Agile
1 173 (73.31%) Software Engineering
2 169 (71.61%) Asset Management
3 150 (63.56%) Investment Management
4 85 (36.02%) Fintech
5 82 (34.75%) Performance Attribution
6 79 (33.47%) Risk Management
7 76 (32.20%) Order Management
8 44 (18.64%) Analytics
8 44 (18.64%) Machine Learning
9 42 (17.80%) Artificial Intelligence
9 42 (17.80%) Visualisation
10 40 (16.95%) Data Science
11 37 (15.68%) CI/CD
12 29 (12.29%) Containerisation
13 27 (11.44%) MLOps
14 21 (8.90%) Data Engineering
15 20 (8.47%) OO
15 20 (8.47%) Unit Testing
16 19 (8.05%) Roadmaps
Programming Languages
1 211 (89.41%) Python
2 157 (66.53%) JavaScript
3 156 (66.10%) TypeScript
4 106 (44.92%) Java
5 39 (16.53%) SQL
6 3 (1.27%) C++
6 3 (1.27%) R
7 1 (0.42%) Clojure
7 1 (0.42%) Data Analysis Expressions
7 1 (0.42%) Groovy
7 1 (0.42%) Julia
7 1 (0.42%) Scala
Qualifications
1 41 (17.37%) Degree
2 24 (10.17%) PhD
3 17 (7.20%) Master's Degree
4 3 (1.27%) Computer Science Degree
5 1 (0.42%) BPSS Clearance
5 1 (0.42%) Security Cleared
Quality Assurance & Compliance
1 3 (1.27%) Data Quality
1 3 (1.27%) QA
2 1 (0.42%) Accessibility
2 1 (0.42%) GDPR
2 1 (0.42%) MiFID
System Software
1 34 (14.41%) Docker
2 2 (0.85%) HDFS
3 1 (0.42%) Slurm Workload Manager
Systems Management
1 38 (16.10%) Kubernetes
2 20 (8.47%) Kubeflow
3 19 (8.05%) Terraform
4 1 (0.42%) Packer
Vendors
1 22 (9.32%) Databricks
2 5 (2.12%) Adobe
3 2 (0.85%) Bloomberg
3 2 (0.85%) Microsoft
4 1 (0.42%) Google
4 1 (0.42%) OpenAI
4 1 (0.42%) Reuters