NumPy Jobs with Work from Home Options

NumPy
UK > Work from Home

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 299 500 568
Rank change year-on-year +201 +68 -77
Permanent jobs citing NumPy 339 138 338
As % of all permanent jobs with a WFH option 0.98% 0.36% 0.46%
As % of the Libraries, Frameworks & Software Standards category 3.69% 1.09% 0.99%
Number of salaries quoted 335 112 130
10th Percentile £85,000 £52,650 £62,250
25th Percentile £102,500 £67,500 £71,250
Median annual salary (50th Percentile) £135,000 £82,500 £80,000
Median % change year-on-year +63.64% +3.13% +25.49%
75th Percentile £148,750 £122,500 £95,000
90th Percentile £165,000 £152,500 £108,750
UK median annual salary £118,750 £77,500 £87,500
% change year-on-year +53.23% -11.43% +9.38%

All Software Libraries and Frameworks
Work from Home

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 with a WFH option and 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 9,196 12,680 34,102
As % of all permanent jobs with a WFH option 26.47% 32.97% 45.91%
Number of salaries quoted 7,648 9,884 17,213
10th Percentile £38,750 £41,250 £38,750
25th Percentile £47,482 £51,250 £46,500
Median annual salary (50th Percentile) £60,000 £65,351 £62,500
Median % change year-on-year -8.19% +4.56% +13.64%
75th Percentile £79,500 £85,000 £81,250
90th Percentile £100,000 £105,000 £95,000
UK median annual salary £60,000 £67,500 £64,500
% change year-on-year -11.11% +4.65% +17.27%

NumPy
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing NumPy as a proportion of all IT jobs advertised.

NumPy trend for jobs with a WFH option

NumPy
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing NumPy.

NumPy salary trend for jobs with a WFH option

NumPy
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing NumPy over the 6 months to 1 June 2024.

NumPy salary histogram for jobs with a WFH option

NumPy
Co-occurring Skills and Capabilities with WFH Options 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
1 307 (90.56%) Apache Airflow
2 306 (90.27%) Apache
3 6 (1.77%) nginx
4 2 (0.59%) Apache Spark
Applications
1 7 (2.06%) GNU Octave
Cloud Services
1 323 (95.28%) AWS
2 304 (89.68%) dbt
3 262 (77.29%) Snowflake
4 150 (44.25%) GCP
5 22 (6.49%) Azure
6 14 (4.13%) GitHub
7 7 (2.06%) GitHub Actions
8 6 (1.77%) Dagster
9 4 (1.18%) AWS Lambda
9 4 (1.18%) SaaS
9 4 (1.18%) Serverless
10 2 (0.59%) Amazon ECS
10 2 (0.59%) Amazon EKS
10 2 (0.59%) Amazon EMR
10 2 (0.59%) Amazon S3
10 2 (0.59%) AWS CloudTrail
11 1 (0.29%) Azure AKS
11 1 (0.29%) Vertex AI
Database & Business Intelligence
1 304 (89.68%) Amazon Athena
1 304 (89.68%) Dremio
2 298 (87.91%) Apache Arrow
2 298 (87.91%) Apache Ignite
3 268 (79.06%) Data Lake
4 7 (2.06%) GIS
4 7 (2.06%) PostgreSQL
4 7 (2.06%) Redis
5 2 (0.59%) Amazon RDS
5 2 (0.59%) Amazon Redshift
5 2 (0.59%) DynamoDB
5 2 (0.59%) Electronic Patient Records
5 2 (0.59%) MySQL
5 2 (0.59%) Relational Database
6 1 (0.29%) Big Data
6 1 (0.29%) BigQuery
6 1 (0.29%) Data Mining
6 1 (0.29%) Data Warehouse
Development Applications
1 11 (3.24%) Git
2 2 (0.59%) Cypress.io
General
1 313 (92.33%) Finance
2 304 (89.68%) Front Office
3 286 (84.37%) Banking
4 280 (82.60%) Investment Banking
5 7 (2.06%) Aerospace
5 7 (2.06%) Aviation
6 6 (1.77%) Electronics
6 6 (1.77%) Manufacturing
6 6 (1.77%) Marketing
6 6 (1.77%) Public Sector
6 6 (1.77%) Telecoms
7 4 (1.18%) Automotive
7 4 (1.18%) Law
7 4 (1.18%) Social Skills
8 2 (0.59%) Inclusion and Diversity
9 1 (0.29%) Analytical Skills
Job Titles
1 194 (57.23%) Software Engineer
2 134 (39.53%) Python Engineer
3 126 (37.17%) Python Software Engineer
4 124 (36.58%) AWS Engineer
4 124 (36.58%) AWS Software Engineer
5 119 (35.10%) Lead
6 101 (29.79%) Java Engineer
6 101 (29.79%) Java Software Engineer
7 95 (28.02%) Senior
7 95 (28.02%) Senior Software Engineer
8 91 (26.84%) Developer
9 84 (24.78%) Developer/Software Engineer
10 66 (19.47%) Software Developer
11 62 (18.29%) Senior Java Engineer
11 62 (18.29%) Senior Java Software Engineer
12 61 (17.99%) Python Developer
13 58 (17.11%) Technical Leader
14 56 (16.52%) Architect
14 56 (16.52%) Lead Software Engineer
14 56 (16.52%) Team Leader
Libraries, Frameworks & Software Standards
1 317 (93.51%) Pandas
2 306 (90.27%) SciPy
3 298 (87.91%) gRPC
3 298 (87.91%) Protocol Buffers
4 21 (6.19%) React
5 20 (5.90%) Node.js
5 20 (5.90%) Redux
6 18 (5.31%) AngularJS
6 18 (5.31%) Vue
7 9 (2.65%) Flask
7 9 (2.65%) PyTorch
7 9 (2.65%) TensorFlow
8 7 (2.06%) Celery
8 7 (2.06%) Dask
8 7 (2.06%) Django
9 6 (1.77%) GeoJSON
9 6 (1.77%) GeoPandas
9 6 (1.77%) LAPP Stack
9 6 (1.77%) PySpark
10 4 (1.18%) .NET
Miscellaneous
1 298 (87.91%) Fixed Income
2 276 (81.42%) Equities
3 274 (80.83%) Derivative
3 274 (80.83%) Foreign Exchange (FX)
3 274 (80.83%) Hedge funds
4 42 (12.39%) Pricing Data
5 5 (1.47%) Linux Command Line
6 4 (1.18%) Client/Server
7 2 (0.59%) Distributed Computing
8 1 (0.29%) Algorithms
8 1 (0.29%) iPad
Operating Systems
1 18 (5.31%) Linux
2 7 (2.06%) Windows
Processes & Methodologies
1 319 (94.10%) Software Engineering
2 306 (90.27%) Agile
2 306 (90.27%) Asset Management
3 258 (76.11%) Investment Management
4 116 (34.22%) Greeks
5 104 (30.68%) Line Management
6 29 (8.55%) Analytics
7 25 (7.37%) Fintech
8 18 (5.31%) Credit Risk Analysis
8 18 (5.31%) Performance Attribution
9 15 (4.42%) Machine Learning
9 15 (4.42%) Mentoring
10 14 (4.13%) Mathematics
11 13 (3.83%) Artificial Intelligence
11 13 (3.83%) Data Architecture
12 12 (3.54%) Data Engineering
12 12 (3.54%) Product Management
12 12 (3.54%) Statistics
13 11 (3.24%) CI/CD
14 9 (2.65%) Computer Science
Programming Languages
1 339 (100.00%) Python
2 295 (87.02%) JavaScript
3 294 (86.73%) TypeScript
4 280 (82.60%) Java
5 12 (3.54%) Ruby
5 12 (3.54%) Scala
6 8 (2.36%) SQL
7 7 (2.06%) MATLAB
8 4 (1.18%) C#
9 1 (0.29%) R
Qualifications
1 13 (3.83%) Degree
2 6 (1.77%) Master's Degree
3 4 (1.18%) PhD
4 1 (0.29%) DV Cleared
4 1 (0.29%) Security Cleared
Quality Assurance & Compliance
1 117 (34.51%) Data Quality
System Software
1 16 (4.72%) Docker
Systems Management
1 7 (2.06%) Terraform
2 2 (0.59%) Kubernetes
Vendors
1 6 (1.77%) SAP
2 1 (0.29%) Google