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 26 July 2024, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 118 431 473
Rank change year-on-year +313 +42 -7
Permanent jobs citing NumPy 587 128 567
As % of all permanent jobs advertised in London 2.83% 0.47% 0.76%
As % of the Libraries, Frameworks & Software Standards category 11.44% 1.49% 1.71%
Number of salaries quoted 563 114 307
10th Percentile £85,000 £62,500 £60,750
25th Percentile £98,750 £72,500 £75,000
Median annual salary (50th Percentile) £135,000 £85,000 £92,500
Median % change year-on-year +58.82% -8.11% +8.82%
75th Percentile £148,750 £121,875 £122,500
90th Percentile £165,000 £150,000 £137,500
England median annual salary £135,000 £75,000 £90,000
% change year-on-year +80.00% -16.67% +16.13%

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 5,129 8,605 33,255
As % of all permanent jobs advertised in London 24.73% 31.73% 44.33%
Number of salaries quoted 3,874 7,101 12,543
10th Percentile £48,750 £50,000 £47,500
25th Percentile £62,500 £62,500 £58,250
Median annual salary (50th Percentile) £85,000 £80,000 £75,000
Median % change year-on-year +6.25% +6.67% +3.45%
75th Percentile £112,500 £100,000 £95,000
90th Percentile £142,500 £120,000 £115,000
England median annual salary £60,000 £67,500 £65,000
% change year-on-year -11.11% +3.85% +8.33%

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 26 July 2024.

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 26 July 2024. 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 +35 7 £75,000 -
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
1 534 (90.97%) Apache Airflow
2 503 (85.69%) Apache
3 2 (0.34%) Apache Spark
Applications
1 3 (0.51%) InDesign
2 2 (0.34%) GNU Octave
Cloud Services
1 558 (95.06%) AWS
2 531 (90.46%) dbt
3 463 (78.88%) Snowflake
4 294 (50.09%) GCP
5 75 (12.78%) Amazon ECS
6 72 (12.27%) Amazon EC2
6 72 (12.27%) Amazon EKS
7 50 (8.52%) Azure
8 30 (5.11%) Dagster
9 7 (1.19%) WhatsApp
10 6 (1.02%) Cloud Computing
10 6 (1.02%) GitHub
11 3 (0.51%) AWS CodeCommit
12 2 (0.34%) Amazon SageMaker
12 2 (0.34%) Power Platform
12 2 (0.34%) PowerApps
12 2 (0.34%) Serverless
13 1 (0.17%) Azure DevOps
13 1 (0.17%) Azure Machine Learning
13 1 (0.17%) Vertex AI
Communications & Networking
1 5 (0.85%) FTP
Database & Business Intelligence
1 531 (90.46%) Amazon Athena
1 531 (90.46%) Dremio
2 501 (85.35%) Apache Arrow
2 501 (85.35%) Apache Ignite
3 493 (83.99%) Data Lake
4 10 (1.70%) MongoDB
4 10 (1.70%) PostgreSQL
5 9 (1.53%) SQL Server
6 6 (1.02%) Relational Database
7 4 (0.68%) Big Data
7 4 (0.68%) NoSQL
8 3 (0.51%) Amazon RDS
8 3 (0.51%) MySQL
9 2 (0.34%) Amazon Redshift
9 2 (0.34%) DynamoDB
10 1 (0.17%) BigQuery
10 1 (0.17%) Data Mining
10 1 (0.17%) Redis
Development Applications
1 10 (1.70%) Git
2 3 (0.51%) Cypress.io
3 2 (0.34%) GitLab
3 2 (0.34%) Jenkins
3 2 (0.34%) Visual Studio Code
4 1 (0.17%) JIRA
4 1 (0.17%) TensorBoard
4 1 (0.17%) webpack
General
1 559 (95.23%) Finance
2 542 (92.33%) Front Office
3 511 (87.05%) Banking
4 481 (81.94%) Investment Banking
5 13 (2.21%) Social Skills
6 6 (1.02%) Analytical Skills
6 6 (1.02%) Law
7 3 (0.51%) Inclusion and Diversity
8 2 (0.34%) Aerospace
8 2 (0.34%) Aviation
9 1 (0.17%) Back Office
9 1 (0.17%) Electronics
9 1 (0.17%) Financial Institution
Job Titles
1 316 (53.83%) Software Engineer
2 240 (40.89%) Python Engineer
3 215 (36.63%) AWS Engineer
3 215 (36.63%) AWS Software Engineer
4 204 (34.75%) Python Software Engineer
5 198 (33.73%) Lead
6 177 (30.15%) Java Engineer
6 177 (30.15%) Java Software Engineer
7 166 (28.28%) Developer
8 160 (27.26%) Senior
9 155 (26.41%) Senior Software Engineer
10 136 (23.17%) Developer/Software Engineer
11 118 (20.10%) Software Developer
12 106 (18.06%) Architect
12 106 (18.06%) Lead Developer
12 106 (18.06%) Lead Software Developer
12 106 (18.06%) Lead Software Engineer
12 106 (18.06%) Software Team Leader
12 106 (18.06%) Solutions Architect
12 106 (18.06%) Team Leader
Libraries, Frameworks & Software Standards
1 578 (98.47%) Pandas
2 538 (91.65%) SciPy
3 501 (85.35%) gRPC
3 501 (85.35%) Protocol Buffers
4 105 (17.89%) PySpark
5 33 (5.62%) React
6 28 (4.77%) AngularJS
7 23 (3.92%) Node.js
7 23 (3.92%) Redux
8 20 (3.41%) Vue
9 13 (2.21%) FastAPI
10 9 (1.53%) Flask
11 7 (1.19%) CSS
11 7 (1.19%) HTML
11 7 (1.19%) Plotly
12 6 (1.02%) Kafka
12 6 (1.02%) REST
12 6 (1.02%) scikit-learn
13 5 (0.85%) D3.js
13 5 (0.85%) Spring Boot
Miscellaneous
1 503 (85.69%) Fixed Income
2 489 (83.30%) Hedge funds
3 479 (81.60%) Equities
4 475 (80.92%) Derivative
4 475 (80.92%) Foreign Exchange (FX)
5 73 (12.44%) Pricing Data
6 10 (1.70%) Algorithms
7 4 (0.68%) Data Structures
8 2 (0.34%) Greenfield Project
9 1 (0.17%) Credit Risk
9 1 (0.17%) Data Protection Act
9 1 (0.17%) Robotics
9 1 (0.17%) Self-Motivation
Operating Systems
1 11 (1.87%) Linux
2 1 (0.17%) Android
Processes & Methodologies
1 551 (93.87%) Software Engineering
2 548 (93.36%) Agile
3 537 (91.48%) Asset Management
4 380 (64.74%) Investment Management
5 204 (34.75%) Line Management
6 175 (29.81%) Greeks
7 77 (13.12%) Migration
8 70 (11.93%) Analytics
9 55 (9.37%) Fintech
10 42 (7.16%) Data Engineering
11 30 (5.11%) Mentoring
12 20 (3.41%) Credit Risk Analysis
12 20 (3.41%) Performance Attribution
13 18 (3.07%) Machine Learning
14 16 (2.73%) Computer Science
14 16 (2.73%) Data Science
15 15 (2.56%) Data Analysis
15 15 (2.56%) Visualisation
16 14 (2.39%) Full Stack Development
16 14 (2.39%) Mathematics
Programming Languages
1 587 (100.00%) Python
2 510 (86.88%) Java
3 505 (86.03%) JavaScript
4 503 (85.69%) TypeScript
5 96 (16.35%) SQL
6 17 (2.90%) Scala
7 12 (2.04%) Ruby
8 8 (1.36%) C++
9 5 (0.85%) Clojure
9 5 (0.85%) Groovy
10 4 (0.68%) MATLAB
11 3 (0.51%) C#
12 2 (0.34%) T-SQL
13 1 (0.17%) C
13 1 (0.17%) Go
Qualifications
1 25 (4.26%) Degree
2 7 (1.19%) Master's Degree
3 4 (0.68%) Computer Science Degree
3 4 (0.68%) PhD
Quality Assurance & Compliance
1 175 (29.81%) Data Quality
2 5 (0.85%) MiFID
3 4 (0.68%) QA
System Software
1 4 (0.68%) Docker
Systems Management
1 5 (0.85%) Terraform
2 3 (0.51%) Kubernetes
Vendors
1 65 (11.07%) Bloomberg
1 65 (11.07%) Reuters
2 3 (0.51%) Adobe
3 2 (0.34%) Google