NumPy Jobs in London

NumPy
England > London

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for NumPy skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited NumPy over the 6 months to 18 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 243 452 473
Rank change year-on-year +209 +21 -55
Permanent jobs citing NumPy 301 170 506
As % of all permanent jobs advertised in London 1.27% 0.51% 0.73%
As % of the Libraries, Frameworks & Software Standards category 5.17% 1.45% 1.58%
Number of salaries quoted 278 139 278
10th Percentile £85,000 £63,500 £59,625
25th Percentile £107,500 £75,000 £77,500
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 £120,000 £122,500
90th Percentile £165,000 £150,500 £125,000
England median annual salary £125,000 £80,000 £87,500
% change year-on-year +56.25% -8.57% +6.06%

All Software Libraries and Frameworks
London

NumPy is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 5,821 11,696 31,978
As % of all permanent jobs advertised in London 24.60% 34.80% 46.23%
Number of salaries quoted 4,686 8,273 12,764
10th Percentile £47,500 £50,000 £48,750
25th Percentile £60,000 £62,500 £58,750
Median annual salary (50th Percentile) £80,000 £80,000 £77,500
Median % change year-on-year - +3.23% +10.71%
75th Percentile £102,500 £100,000 £96,250
90th Percentile £130,000 £120,000 £115,000
England median annual salary £60,000 £67,500 £65,000
% change year-on-year -11.11% +3.85% +13.04%

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 18 May 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 18 May 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 +59 11 £75,000 - 1
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
1 246 (81.73%) Apache Airflow
2 245 (81.40%) Apache
3 2 (0.66%) Apache Spark
Applications
1 2 (0.66%) GNU Octave
1 2 (0.66%) InDesign
2 1 (0.33%) Microsoft Excel
2 1 (0.33%) Spreadsheet
Cloud Services
1 275 (91.36%) AWS
2 243 (80.73%) dbt
3 210 (69.77%) Snowflake
4 133 (44.19%) GCP
5 19 (6.31%) Azure
6 8 (2.66%) GitHub
7 7 (2.33%) Cloud Computing
8 5 (1.66%) WhatsApp
9 4 (1.33%) Power Platform
9 4 (1.33%) PowerApps
10 3 (1.00%) Amazon ECS
10 3 (1.00%) AWS CodeCommit
10 3 (1.00%) Serverless
11 2 (0.66%) Amazon SageMaker
12 1 (0.33%) ChatGPT
12 1 (0.33%) Vertex AI
Communications & Networking
1 4 (1.33%) FTP
Database & Business Intelligence
1 243 (80.73%) Amazon Athena
1 243 (80.73%) Apache Arrow
1 243 (80.73%) Apache Ignite
1 243 (80.73%) Dremio
2 210 (69.77%) Data Lake
3 6 (1.99%) MongoDB
3 6 (1.99%) PostgreSQL
3 6 (1.99%) SQL Server
4 4 (1.33%) Relational Database
5 3 (1.00%) Amazon RDS
5 3 (1.00%) Big Data
5 3 (1.00%) NoSQL
6 2 (0.66%) Amazon Redshift
6 2 (0.66%) DynamoDB
7 1 (0.33%) BigQuery
Development Applications
1 13 (4.32%) Git
2 4 (1.33%) Visual Studio Code
3 3 (1.00%) Cypress.io
4 2 (0.66%) GitLab
4 2 (0.66%) Jenkins
4 2 (0.66%) TensorBoard
5 1 (0.33%) JIRA
5 1 (0.33%) webpack
General
1 265 (88.04%) Finance
2 251 (83.39%) Front Office
3 229 (76.08%) Banking
3 229 (76.08%) Investment Banking
4 14 (4.65%) Social Skills
5 6 (1.99%) Law
6 4 (1.33%) Analytical Skills
7 3 (1.00%) Inclusion and Diversity
8 2 (0.66%) Aerospace
8 2 (0.66%) Aviation
8 2 (0.66%) Electronics
9 1 (0.33%) Back Office
9 1 (0.33%) Financial Institution
Job Titles
1 156 (51.83%) Software Engineer
2 105 (34.88%) Lead
3 104 (34.55%) Python Engineer
4 101 (33.55%) Developer
5 100 (33.22%) Python Software Engineer
6 97 (32.23%) AWS Engineer
6 97 (32.23%) AWS Software Engineer
7 83 (27.57%) Senior
8 79 (26.25%) Java Engineer
8 79 (26.25%) Java Software Engineer
9 77 (25.58%) Senior Software Engineer
10 73 (24.25%) Developer/Software Engineer
11 63 (20.93%) Python Developer
12 59 (19.60%) Software Developer
13 49 (16.28%) Technical Leader
14 48 (15.95%) Architect
14 48 (15.95%) Lead Software Developer
14 48 (15.95%) Lead Software Engineer
14 48 (15.95%) Software Team Leader
14 48 (15.95%) Team Leader
Libraries, Frameworks & Software Standards
1 288 (95.68%) Pandas
2 249 (82.72%) SciPy
3 243 (80.73%) gRPC
3 243 (80.73%) Protocol Buffers
4 27 (8.97%) React
5 20 (6.64%) AngularJS
6 17 (5.65%) Node.js
6 17 (5.65%) Redux
7 14 (4.65%) Vue
8 10 (3.32%) FastAPI
9 9 (2.99%) .NET
10 7 (2.33%) Plotly
10 7 (2.33%) PyTorch
10 7 (2.33%) scikit-learn
10 7 (2.33%) TensorFlow
11 6 (1.99%) Kafka
12 5 (1.66%) Flask
13 4 (1.33%) CSS
13 4 (1.33%) REST
13 4 (1.33%) Spring Boot
Miscellaneous
1 242 (80.40%) Fixed Income
2 233 (77.41%) Hedge funds
3 225 (74.75%) Equities
4 223 (74.09%) Derivative
4 223 (74.09%) Foreign Exchange (FX)
5 34 (11.30%) Pricing Data
6 8 (2.66%) Algorithms
7 4 (1.33%) Greenfield Project
8 2 (0.66%) Data Structures
9 1 (0.33%) Credit Risk
9 1 (0.33%) Data Protection Act
9 1 (0.33%) Renewable Energy
9 1 (0.33%) Self-Motivation
Operating Systems
1 8 (2.66%) Linux
2 2 (0.66%) Android
Processes & Methodologies
1 259 (86.05%) Software Engineering
2 258 (85.71%) Agile
3 248 (82.39%) Asset Management
4 212 (70.43%) Investment Management
5 92 (30.56%) Greeks
6 89 (29.57%) Line Management
7 44 (14.62%) Analytics
8 26 (8.64%) Machine Learning
9 23 (7.64%) Data Science
10 20 (6.64%) Mathematics
11 19 (6.31%) Fintech
12 18 (5.98%) Mentoring
13 17 (5.65%) Artificial Intelligence
13 17 (5.65%) Computer Science
13 17 (5.65%) Problem-Solving
14 15 (4.98%) Performance Attribution
14 15 (4.98%) Statistics
15 14 (4.65%) Credit Risk Analysis
16 13 (4.32%) Data Architecture
17 12 (3.99%) Data Analysis
Programming Languages
1 301 (100.00%) Python
2 246 (81.73%) JavaScript
2 246 (81.73%) TypeScript
3 228 (75.75%) Java
4 29 (9.63%) SQL
5 17 (5.65%) Scala
6 13 (4.32%) Ruby
7 5 (1.66%) C#
8 4 (1.33%) Clojure
8 4 (1.33%) Groovy
8 4 (1.33%) MATLAB
8 4 (1.33%) T-SQL
9 3 (1.00%) C++
10 2 (0.66%) C
Qualifications
1 22 (7.31%) Degree
2 5 (1.66%) Master's Degree
3 4 (1.33%) Computer Science Degree
3 4 (1.33%) PhD
Quality Assurance & Compliance
1 92 (30.56%) Data Quality
2 4 (1.33%) MiFID
3 3 (1.00%) QA
System Software
1 6 (1.99%) Docker
Systems Management
1 3 (1.00%) Kubernetes
Vendors
1 4 (1.33%) Bloomberg
1 4 (1.33%) Reuters
2 2 (0.66%) Adobe
2 2 (0.66%) Google
3 1 (0.33%) Samsung