NumPy Jobs in London

NumPy
England > London

The table below provides summary statistics for permanent job vacancies advertised in London 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 23 May 2025, comparing them to the same period in the previous two years.

6 months to
23 May 2025
Same period 2024 Same period 2023
Rank 218 229 450
Rank change year-on-year +11 +221 +21
Permanent jobs citing NumPy 186 322 170
As % of all permanent jobs advertised in London 1.48% 1.36% 0.51%
As % of the Libraries, Frameworks & Software Standards category 5.63% 5.53% 1.47%
Number of salaries quoted 155 298 139
10th Percentile £78,500 £85,000 £63,500
25th Percentile £100,000 £107,500 £74,375
Median annual salary (50th Percentile) £110,000 £135,000 £85,000
Median % change year-on-year -18.52% +58.82% -8.11%
75th Percentile £137,500 £148,750 £120,000
90th Percentile - £165,000 £150,500
England median annual salary £110,000 £132,500 £80,000
% change year-on-year -16.98% +65.63% -11.11%

All Software Libraries and Frameworks
London

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 London.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 3,306 5,818 11,599
As % of all permanent jobs advertised in London 26.25% 24.62% 34.76%
Number of salaries quoted 2,199 4,676 8,195
10th Percentile £50,000 £47,500 £50,000
25th Percentile £62,500 £60,000 £62,500
Median annual salary (50th Percentile) £82,500 £80,000 £80,000
Median % change year-on-year +3.13% - +3.23%
75th Percentile £110,000 £103,750 £100,000
90th Percentile £130,000 £132,500 £120,000
England median annual salary £66,350 £60,000 £67,500
% change year-on-year +10.58% -11.11% +3.85%

NumPy
Job Vacancy Trend in London

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

Job vacancy trend for NumPy in London

NumPy
Salary Trend in London

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

Salary trend for NumPy in London

NumPy
Salary Histogram in London

Salary distribution for jobs citing NumPy in London over the 6 months to 23 May 2025.

Salary histogram for NumPy in London

NumPy
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NumPy within the London region over the 6 months to 23 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
Central London +24 4 £60,000 -20.00% 6
West London - 1 £55,000 - 10
NumPy
England

NumPy
Co-occurring Skills and Capabilities in London 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
1 141 (75.81%) Apache Airflow
2 71 (38.17%) Apache
3 4 (2.15%) Apache Spark
Applications
1 5 (2.69%) InDesign
Cloud Services
1 147 (79.03%) AWS
2 136 (73.12%) dbt
3 99 (53.23%) GCP
4 57 (30.65%) Snowflake
5 32 (17.20%) Dagster
6 31 (16.67%) Azure
7 18 (9.68%) Amazon EC2
7 18 (9.68%) Amazon ECS
7 18 (9.68%) Amazon EKS
8 3 (1.61%) Amazon SageMaker
9 2 (1.08%) Cloud Computing
10 1 (0.54%) Amazon S3
10 1 (0.54%) AWS CodeCommit
10 1 (0.54%) AWS Lambda
10 1 (0.54%) Cloud9 IDE
10 1 (0.54%) Microsoft Copilot
10 1 (0.54%) Power Platform
10 1 (0.54%) SaaS
10 1 (0.54%) Serverless
10 1 (0.54%) Textract
Database & Business Intelligence
1 135 (72.58%) Amazon Athena
1 135 (72.58%) Apache Iceberg
1 135 (72.58%) Dremio
2 121 (65.05%) Apache Arrow
3 71 (38.17%) Apache Ignite
4 59 (31.72%) Data Lake
5 51 (27.42%) PostgreSQL
6 6 (3.23%) Relational Database
7 4 (2.15%) Amazon Redshift
7 4 (2.15%) Apache Hive
7 4 (2.15%) Hadoop
8 3 (1.61%) NoSQL
9 1 (0.54%) Azure SQL Database
9 1 (0.54%) Data Warehouse
9 1 (0.54%) Oracle Database
9 1 (0.54%) Oracle Reports
9 1 (0.54%) Power BI
9 1 (0.54%) SQL Server
Development Applications
1 14 (7.53%) Git
General
1 160 (86.02%) Finance
2 136 (73.12%) Front Office
3 76 (40.86%) Banking
4 57 (30.65%) Investment Banking
5 12 (6.45%) Social Skills
6 11 (5.91%) Analytical Skills
7 7 (3.76%) Inclusion and Diversity
8 4 (2.15%) Financial Institution
8 4 (2.15%) Retail Banking
9 1 (0.54%) Advertising
9 1 (0.54%) Legal
9 1 (0.54%) Retail
Job Titles
1 121 (65.05%) AWS Engineer
1 121 (65.05%) AWS Software Engineer
1 121 (65.05%) Software Engineer
2 104 (55.91%) Python Engineer
3 90 (48.39%) Python Software Engineer
4 86 (46.24%) Developer
5 70 (37.63%) Java Engineer
5 70 (37.63%) Java Software Engineer
6 68 (36.56%) Python Developer
7 64 (34.41%) AWS Developer
7 64 (34.41%) Developer/Software Engineer
8 53 (28.49%) Senior
9 49 (26.34%) Senior Software Engineer
10 47 (25.27%) Senior Java Engineer
10 47 (25.27%) Senior Java Software Engineer
11 16 (8.60%) Java Developer
11 16 (8.60%) Java Software Developer
12 14 (7.53%) Data Engineer
12 14 (7.53%) Python Data Engineer
13 9 (4.84%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 180 (96.77%) Pandas
2 158 (84.95%) SciPy
3 76 (40.86%) AngularJS
4 73 (39.25%) React
5 71 (38.17%) gRPC
5 71 (38.17%) Protocol Buffers
6 66 (35.48%) Vue
7 64 (34.41%) Node.js
8 32 (17.20%) PySpark
9 22 (11.83%) PyTorch
10 18 (9.68%) OpenCV
11 14 (7.53%) Redux
12 13 (6.99%) Flask
13 9 (4.84%) TensorFlow
14 7 (3.76%) Plotly
15 6 (3.23%) Django
16 5 (2.69%) scikit-learn
17 4 (2.15%) Keras
17 4 (2.15%) SpaCy
18 3 (1.61%) FastAPI
Miscellaneous
1 133 (71.51%) Fixed Income
2 111 (59.68%) Equities
3 99 (53.23%) Foreign Exchange (FX)
4 58 (31.18%) Hedge funds
5 57 (30.65%) Derivative
6 39 (20.97%) Pricing Data
7 23 (12.37%) Algorithms
8 17 (9.14%) Robotics
8 17 (9.14%) Virtual Team
9 12 (6.45%) Product Ownership
10 1 (0.54%) Data Structures
10 1 (0.54%) Management Information System
10 1 (0.54%) Renewable Energy
Processes & Methodologies
1 158 (84.95%) Agile
2 142 (76.34%) Asset Management
3 139 (74.73%) Software Engineering
4 117 (62.90%) Investment Management
5 67 (36.02%) Fintech
6 64 (34.41%) Performance Attribution
7 52 (27.96%) Risk Management
8 51 (27.42%) Analytics
9 50 (26.88%) Order Management
10 29 (15.59%) Data Science
10 29 (15.59%) Machine Learning
11 27 (14.52%) Artificial Intelligence
12 21 (11.29%) MLOps
13 19 (10.22%) Migration
14 18 (9.68%) Computer Vision
15 17 (9.14%) Visualisation
16 16 (8.60%) CI/CD
17 15 (8.06%) Data Engineering
18 14 (7.53%) Credit Risk Analysis
19 13 (6.99%) Portfolio Management
Programming Languages
1 170 (91.40%) Python
2 124 (66.67%) TypeScript
3 123 (66.13%) JavaScript
4 87 (46.77%) Java
5 17 (9.14%) SQL
6 1 (0.54%) Data Analysis Expressions
6 1 (0.54%) MATLAB
6 1 (0.54%) R
Qualifications
1 46 (24.73%) Degree
2 31 (16.67%) Master's Degree
3 30 (16.13%) PhD
4 1 (0.54%) Computer Science Degree
Quality Assurance & Compliance
1 1 (0.54%) Accessibility
1 1 (0.54%) Data Quality
1 1 (0.54%) QA
System Software
1 10 (5.38%) Docker
Systems Management
1 15 (8.06%) Kubernetes
Vendors
1 5 (2.69%) Adobe
2 2 (1.08%) Databricks
3 1 (0.54%) Bloomberg
3 1 (0.54%) Google
3 1 (0.54%) Microsoft
3 1 (0.54%) Oracle