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 5 July 2025, comparing them to the same period in the previous two years.

6 months to
5 Jul 2025
Same period 2024 Same period 2023
Rank 227 141 444
Rank change year-on-year -86 +303 +35
Permanent jobs citing NumPy 197 569 144
As % of all permanent jobs advertised in London 1.50% 2.35% 0.48%
As % of the Libraries, Frameworks & Software Standards category 5.52% 9.37% 1.45%
Number of salaries quoted 181 540 121
10th Percentile £97,500 £85,000 £62,500
25th Percentile £100,000 £102,500 £72,500
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 £122,500
90th Percentile - £165,000 £152,500
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
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 3,566 6,072 9,940
As % of all permanent jobs advertised in London 27.19% 25.11% 32.86%
Number of salaries quoted 2,319 4,755 7,642
10th Percentile £51,850 £47,500 £50,000
25th Percentile £62,500 £60,200 £62,500
Median annual salary (50th Percentile) £82,500 £81,945 £80,000
Median % change year-on-year +0.68% +2.43% +6.67%
75th Percentile £111,250 £107,500 £100,000
90th Percentile £135,000 £140,000 £120,000
England median annual salary £67,500 £60,000 £67,500
% change year-on-year +12.50% -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 5 July 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 5 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
Central London +29 2 £53,000 -29.33% 29
West London - 1 £55,000 - 2
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
1 168 (85.28%) Apache Airflow
2 75 (38.07%) Apache
3 5 (2.54%) Apache Spark
Applications
1 5 (2.54%) InDesign
Cloud Services
1 173 (87.82%) AWS
2 163 (82.74%) dbt
3 105 (53.30%) GCP
4 71 (36.04%) Snowflake
5 25 (12.69%) Azure
6 19 (9.64%) Dagster
7 12 (6.09%) Amazon EKS
8 11 (5.58%) Amazon EC2
8 11 (5.58%) Amazon ECS
9 2 (1.02%) Cloud Computing
10 1 (0.51%) Amazon ELB
10 1 (0.51%) Amazon S3
10 1 (0.51%) Microsoft Copilot
10 1 (0.51%) Power Platform
10 1 (0.51%) SaaS
Communications & Networking
1 1 (0.51%) FTP
Database & Business Intelligence
1 162 (82.23%) Amazon Athena
1 162 (82.23%) Apache Iceberg
1 162 (82.23%) Dremio
2 154 (78.17%) Apache Arrow
3 80 (40.61%) PostgreSQL
4 75 (38.07%) Apache Ignite
5 71 (36.04%) Data Lake
6 6 (3.05%) Relational Database
7 4 (2.03%) Amazon Redshift
7 4 (2.03%) Apache Hive
7 4 (2.03%) Hadoop
8 3 (1.52%) NoSQL
8 3 (1.52%) SQL Server
9 1 (0.51%) Azure SQL Database
9 1 (0.51%) Data Warehouse
9 1 (0.51%) Delta Lake
9 1 (0.51%) DynamoDB
9 1 (0.51%) MongoDB
9 1 (0.51%) Power BI
9 1 (0.51%) Spark SQL
Development Applications
1 12 (6.09%) Git
2 1 (0.51%) MLflow
General
1 186 (94.42%) Finance
2 165 (83.76%) Front Office
3 84 (42.64%) Banking
4 71 (36.04%) Investment Banking
5 12 (6.09%) Social Skills
6 11 (5.58%) Analytical Skills
7 9 (4.57%) Inclusion and Diversity
8 4 (2.03%) Financial Institution
8 4 (2.03%) Retail Banking
9 1 (0.51%) Legal
9 1 (0.51%) Retail
Job Titles
1 154 (78.17%) AWS Engineer
1 154 (78.17%) AWS Software Engineer
1 154 (78.17%) Software Engineer
2 127 (64.47%) Python Engineer
3 119 (60.41%) Python Software Engineer
4 105 (53.30%) Developer
5 95 (48.22%) Java Engineer
5 95 (48.22%) Java Software Engineer
6 83 (42.13%) AWS Developer
6 83 (42.13%) Developer/Software Engineer
7 80 (40.61%) Python Developer
8 70 (35.53%) Senior
9 66 (33.50%) Senior Java Engineer
9 66 (33.50%) Senior Java Software Engineer
9 66 (33.50%) Senior Software Engineer
10 24 (12.18%) Java Developer
10 24 (12.18%) Java Software Developer
11 9 (4.57%) Quantitative Developer
12 8 (4.06%) Data Engineer
12 8 (4.06%) Python Data Engineer
Libraries, Frameworks & Software Standards
1 193 (97.97%) Pandas
2 168 (85.28%) SciPy
3 96 (48.73%) AngularJS
4 94 (47.72%) React
5 85 (43.15%) Vue
6 83 (42.13%) Node.js
7 75 (38.07%) gRPC
7 75 (38.07%) Protocol Buffers
8 20 (10.15%) PySpark
9 13 (6.60%) Flask
10 7 (3.55%) Plotly
11 6 (3.05%) Django
11 6 (3.05%) TensorFlow
12 5 (2.54%) Keras
13 4 (2.03%) FastAPI
13 4 (2.03%) PyTorch
13 4 (2.03%) Redux
13 4 (2.03%) SpaCy
14 3 (1.52%) HTML
14 3 (1.52%) scikit-learn
Miscellaneous
1 162 (82.23%) Fixed Income
2 150 (76.14%) Equities
3 142 (72.08%) Foreign Exchange (FX)
4 74 (37.56%) Hedge funds
5 71 (36.04%) Derivative
6 60 (30.46%) Pricing Data
7 8 (4.06%) Product Ownership
8 3 (1.52%) Algorithms
9 2 (1.02%) Robotics
9 2 (1.02%) Virtual Team
10 1 (0.51%) Data Structures
10 1 (0.51%) Linux Command Line
10 1 (0.51%) Management Information System
10 1 (0.51%) Renewable Energy
Operating Systems
1 1 (0.51%) Linux
1 1 (0.51%) Unix
Processes & Methodologies
1 171 (86.80%) Agile
2 170 (86.29%) Asset Management
3 164 (83.25%) Software Engineering
4 151 (76.65%) Investment Management
5 84 (42.64%) Fintech
6 83 (42.13%) Performance Attribution
7 82 (41.62%) Risk Management
8 79 (40.10%) Order Management
9 30 (15.23%) Analytics
10 17 (8.63%) CI/CD
11 16 (8.12%) Visualisation
12 13 (6.60%) Migration
13 12 (6.09%) Data Management
13 12 (6.09%) Machine Learning
14 11 (5.58%) Artificial Intelligence
14 11 (5.58%) Data Science
14 11 (5.58%) Problem-Solving
15 10 (5.08%) Containerisation
15 10 (5.08%) Data Engineering
16 9 (4.57%) Roadmaps
Programming Languages
1 173 (87.82%) Python
2 157 (79.70%) JavaScript
2 157 (79.70%) TypeScript
3 103 (52.28%) Java
4 18 (9.14%) SQL
5 1 (0.51%) Clojure
5 1 (0.51%) Data Analysis Expressions
5 1 (0.51%) Groovy
5 1 (0.51%) Scala
Qualifications
1 27 (13.71%) Degree
2 15 (7.61%) Master's Degree
3 13 (6.60%) PhD
4 1 (0.51%) Computer Science Degree
Quality Assurance & Compliance
1 1 (0.51%) Accessibility
1 1 (0.51%) Data Quality
1 1 (0.51%) MiFID
1 1 (0.51%) QA
System Software
1 11 (5.58%) Docker
Systems Management
1 16 (8.12%) Kubernetes
2 1 (0.51%) Kubeflow
2 1 (0.51%) Terraform
Vendors
1 5 (2.54%) Adobe
2 3 (1.52%) Databricks
3 2 (1.02%) Bloomberg
4 1 (0.51%) Google
4 1 (0.51%) Microsoft
4 1 (0.51%) OpenAI
4 1 (0.51%) Reuters