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 4 May 2025, comparing them to the same period in the previous two years.

6 months to
4 May 2025
Same period 2024 Same period 2023
Rank 210 274 441
Rank change year-on-year +64 +167 +33
Permanent jobs citing NumPy 215 249 185
As % of all permanent jobs advertised in London 1.69% 1.05% 0.52%
As % of the Libraries, Frameworks & Software Standards category 6.52% 4.30% 1.51%
Number of salaries quoted 182 229 154
10th Percentile £77,500 £85,000 £58,600
25th Percentile £97,500 £107,500 £72,500
Median annual salary (50th Percentile) £107,500 £135,000 £85,000
Median % change year-on-year -20.37% +58.82% -6.85%
75th Percentile £136,875 £148,750 £120,000
90th Percentile £143,750 £165,000 £142,500
England median annual salary £107,500 £122,500 £78,750
% change year-on-year -12.24% +55.56% -10.00%

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 3,300 5,791 12,250
As % of all permanent jobs advertised in London 25.89% 24.50% 34.70%
Number of salaries quoted 2,444 4,713 8,586
10th Percentile £50,136 £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 £102,500 £100,000
90th Percentile £130,000 £127,250 £120,000
England median annual salary £66,253 £60,000 £67,500
% change year-on-year +10.42% -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 4 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 4 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 5 £77,500 +10.71% 5
West London - 1 £55,000 - 5
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
1 162 (75.35%) Apache Airflow
2 94 (43.72%) Apache
3 4 (1.86%) Apache Spark
4 3 (1.40%) Jupyter
Applications
1 5 (2.33%) InDesign
2 3 (1.40%) Microsoft Excel
2 3 (1.40%) Microsoft Office
Cloud Services
1 174 (80.93%) AWS
2 157 (73.02%) dbt
3 126 (58.60%) GCP
4 74 (34.42%) Snowflake
5 57 (26.51%) Dagster
6 39 (18.14%) Azure
7 34 (15.81%) Amazon EC2
7 34 (15.81%) Amazon ECS
7 34 (15.81%) Amazon EKS
8 3 (1.40%) Amazon SageMaker
9 2 (0.93%) Amazon S3
9 2 (0.93%) AWS Lambda
9 2 (0.93%) Cloud Computing
9 2 (0.93%) Serverless
9 2 (0.93%) WhatsApp
10 1 (0.47%) AWS CodeCommit
10 1 (0.47%) Cloud9 IDE
10 1 (0.47%) Microsoft Copilot
10 1 (0.47%) Power Platform
10 1 (0.47%) SaaS
Communications & Networking
1 1 (0.47%) FTP
Database & Business Intelligence
1 157 (73.02%) Amazon Athena
1 157 (73.02%) Apache Iceberg
1 157 (73.02%) Dremio
2 134 (62.33%) Apache Arrow
3 94 (43.72%) Apache Ignite
4 79 (36.74%) Data Lake
5 42 (19.53%) PostgreSQL
6 5 (2.33%) Relational Database
7 4 (1.86%) Amazon Redshift
7 4 (1.86%) Apache Hive
7 4 (1.86%) Hadoop
8 3 (1.40%) Data Mining
8 3 (1.40%) Tableau
9 2 (0.93%) Big Data
9 2 (0.93%) SQL Server
10 1 (0.47%) MongoDB
10 1 (0.47%) Oracle Database
10 1 (0.47%) Oracle Reports
10 1 (0.47%) Power BI
Development Applications
1 12 (5.58%) Git
2 3 (1.40%) Selenium
General
1 188 (87.44%) Finance
2 161 (74.88%) Front Office
3 103 (47.91%) Banking
4 74 (34.42%) Investment Banking
5 16 (7.44%) Social Skills
6 14 (6.51%) Analytical Skills
7 7 (3.26%) Inclusion and Diversity
8 4 (1.86%) Financial Institution
8 4 (1.86%) Retail Banking
9 1 (0.47%) Advertising
9 1 (0.47%) Agriculture
9 1 (0.47%) Legal
Job Titles
1 134 (62.33%) AWS Engineer
1 134 (62.33%) AWS Software Engineer
1 134 (62.33%) Software Engineer
2 122 (56.74%) Python Engineer
3 99 (46.05%) Python Software Engineer
4 82 (38.14%) Developer
5 75 (34.88%) Java Engineer
5 75 (34.88%) Java Software Engineer
6 68 (31.63%) Python Developer
7 65 (30.23%) Senior
8 60 (27.91%) AWS Developer
8 60 (27.91%) Developer/Software Engineer
9 58 (26.98%) Senior Software Engineer
10 52 (24.19%) Senior Java Engineer
10 52 (24.19%) Senior Java Software Engineer
11 23 (10.70%) Data Engineer
11 23 (10.70%) Python Data Engineer
12 12 (5.58%) Java Developer
12 12 (5.58%) Java Software Developer
13 10 (4.65%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 209 (97.21%) Pandas
2 180 (83.72%) SciPy
3 94 (43.72%) gRPC
3 94 (43.72%) Protocol Buffers
4 71 (33.02%) AngularJS
5 69 (32.09%) React
6 60 (27.91%) Node.js
6 60 (27.91%) Vue
7 57 (26.51%) PySpark
8 27 (12.56%) PyTorch
9 20 (9.30%) Redux
10 18 (8.37%) OpenCV
11 14 (6.51%) TensorFlow
12 11 (5.12%) Flask
13 10 (4.65%) scikit-learn
14 8 (3.72%) Plotly
15 6 (2.79%) CSS
15 6 (2.79%) HTML
16 4 (1.86%) Django
16 4 (1.86%) JAX
Miscellaneous
1 152 (70.70%) Fixed Income
2 124 (57.67%) Equities
3 106 (49.30%) Foreign Exchange (FX)
4 77 (35.81%) Hedge funds
5 74 (34.42%) Derivative
6 40 (18.60%) Pricing Data
7 23 (10.70%) Algorithms
8 18 (8.37%) Product Ownership
9 17 (7.91%) Robotics
9 17 (7.91%) Virtual Team
10 1 (0.47%) Data Structures
10 1 (0.47%) Management Information System
10 1 (0.47%) Renewable Energy
Operating Systems
1 1 (0.47%) Linux
Processes & Methodologies
1 182 (84.65%) Agile
2 166 (77.21%) Asset Management
3 161 (74.88%) Software Engineering
4 123 (57.21%) Investment Management
5 66 (30.70%) Fintech
6 64 (29.77%) Analytics
7 60 (27.91%) Performance Attribution
8 44 (20.47%) Risk Management
9 40 (18.60%) Order Management
10 36 (16.74%) Migration
11 34 (15.81%) Data Science
11 34 (15.81%) Machine Learning
12 32 (14.88%) Artificial Intelligence
13 25 (11.63%) Data Engineering
14 21 (9.77%) MLOps
15 20 (9.30%) Credit Risk Analysis
16 19 (8.84%) Portfolio Management
16 19 (8.84%) Roadmaps
17 18 (8.37%) Quantitative Analysis
17 18 (8.37%) Risk Analytics
Programming Languages
1 203 (94.42%) Python
2 140 (65.12%) JavaScript
3 137 (63.72%) TypeScript
4 109 (50.70%) Java
5 18 (8.37%) SQL
6 1 (0.47%) Clojure
6 1 (0.47%) Data Analysis Expressions
6 1 (0.47%) Groovy
6 1 (0.47%) MATLAB
6 1 (0.47%) R
6 1 (0.47%) Scala
Qualifications
1 60 (27.91%) Degree
2 38 (17.67%) Master's Degree
3 33 (15.35%) PhD
4 4 (1.86%) Computer Science Degree
5 3 (1.40%) AWS Certification
Quality Assurance & Compliance
1 1 (0.47%) Accessibility
1 1 (0.47%) MiFID
System Software
1 9 (4.19%) Docker
Systems Management
1 14 (6.51%) Kubernetes
Vendors
1 5 (2.33%) Adobe
2 4 (1.86%) Google
3 3 (1.40%) Microsoft
4 2 (0.93%) Bloomberg
5 1 (0.47%) Oracle
5 1 (0.47%) Reuters