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 8 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
8 May 2024
Same period 2023 Same period 2022
Rank 366 519 577
Rank change year-on-year +153 +58 -98
Permanent jobs citing NumPy 243 144 285
As % of all permanent jobs with a WFH option 0.72% 0.35% 0.41%
As % of the Libraries, Frameworks & Software Standards category 2.70% 1.02% 0.92%
Number of salaries quoted 238 115 123
10th Percentile £67,500 £54,400 £60,000
25th Percentile £107,500 £67,500 £66,250
Median annual salary (50th Percentile) £135,000 £85,000 £80,000
Median % change year-on-year +58.82% +6.25% +14.29%
75th Percentile £148,750 £122,500 £88,750
90th Percentile £165,000 £152,500 £107,000
UK median annual salary £125,000 £80,000 £85,000
% change year-on-year +56.25% -5.88% +3.03%

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 8,999 14,099 31,000
As % of all permanent jobs with a WFH option 26.58% 33.91% 45.12%
Number of salaries quoted 7,516 10,587 17,193
10th Percentile £38,750 £41,250 £38,750
25th Percentile £47,500 £50,500 £46,500
Median annual salary (50th Percentile) £60,000 £65,000 £62,500
Median % change year-on-year -7.69% +4.00% +13.64%
75th Percentile £78,750 £86,250 £81,250
90th Percentile £100,000 £102,500 £95,000
UK median annual salary £60,000 £67,500 £62,750
% change year-on-year -11.11% +7.57% +14.09%

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 8 May 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
1 213 (87.65%) Apache
2 208 (85.60%) Apache Airflow
3 6 (2.47%) nginx
4 2 (0.82%) Apache Spark
Applications
1 7 (2.88%) GNU Octave
Cloud Services
1 225 (92.59%) AWS
2 205 (84.36%) dbt
3 174 (71.60%) Snowflake
4 116 (47.74%) GCP
5 17 (7.00%) Azure
6 14 (5.76%) GitHub
7 7 (2.88%) GitHub Actions
8 4 (1.65%) SaaS
9 2 (0.82%) Amazon ECS
9 2 (0.82%) Amazon EKS
9 2 (0.82%) Amazon EMR
9 2 (0.82%) Amazon S3
9 2 (0.82%) AWS Lambda
9 2 (0.82%) Serverless
10 1 (0.41%) Azure AKS
10 1 (0.41%) Vertex AI
Database & Business Intelligence
1 205 (84.36%) Amazon Athena
1 205 (84.36%) Apache Arrow
1 205 (84.36%) Apache Ignite
1 205 (84.36%) Dremio
2 174 (71.60%) Data Lake
3 7 (2.88%) GIS
3 7 (2.88%) PostgreSQL
3 7 (2.88%) Redis
4 2 (0.82%) Amazon RDS
4 2 (0.82%) Amazon Redshift
4 2 (0.82%) DynamoDB
4 2 (0.82%) Electronic Patient Records
4 2 (0.82%) Relational Database
5 1 (0.41%) Big Data
5 1 (0.41%) BigQuery
5 1 (0.41%) Data Mining
5 1 (0.41%) Data Warehouse
Development Applications
1 11 (4.53%) Git
2 2 (0.82%) Cypress.io
General
1 215 (88.48%) Finance
2 205 (84.36%) Front Office
3 193 (79.42%) Banking
3 193 (79.42%) Investment Banking
4 7 (2.88%) Aerospace
4 7 (2.88%) Aviation
5 6 (2.47%) Electronics
5 6 (2.47%) Manufacturing
5 6 (2.47%) Marketing
5 6 (2.47%) Public Sector
5 6 (2.47%) Telecoms
6 4 (1.65%) Automotive
6 4 (1.65%) Social Skills
7 3 (1.23%) Inclusion and Diversity
8 2 (0.82%) Law
9 1 (0.41%) Analytical Skills
9 1 (0.41%) Pharmaceutical
Job Titles
1 133 (54.73%) Software Engineer
2 88 (36.21%) Lead
3 80 (32.92%) Python Engineer
3 80 (32.92%) Python Software Engineer
4 76 (31.28%) Developer
5 75 (30.86%) AWS Engineer
5 75 (30.86%) AWS Software Engineer
6 67 (27.57%) Developer/Software Engineer
7 61 (25.10%) Java Engineer
7 61 (25.10%) Java Software Engineer
8 55 (22.63%) Software Developer
9 54 (22.22%) Senior
9 54 (22.22%) Senior Software Engineer
10 51 (20.99%) Python Developer
11 44 (18.11%) Architect
11 44 (18.11%) Lead Developer
11 44 (18.11%) Lead Software Engineer
11 44 (18.11%) Software Team Leader
11 44 (18.11%) Solutions Architect
11 44 (18.11%) Team Leader
Libraries, Frameworks & Software Standards
1 221 (90.95%) Pandas
2 207 (85.19%) SciPy
3 205 (84.36%) gRPC
3 205 (84.36%) Protocol Buffers
4 15 (6.17%) React
5 14 (5.76%) Node.js
5 14 (5.76%) Redux
6 12 (4.94%) AngularJS
6 12 (4.94%) PyTorch
6 12 (4.94%) Vue
7 11 (4.53%) TensorFlow
8 9 (3.70%) Flask
9 7 (2.88%) Celery
9 7 (2.88%) Dask
9 7 (2.88%) Django
10 6 (2.47%) GeoJSON
10 6 (2.47%) GeoPandas
10 6 (2.47%) LAPP Stack
11 5 (2.06%) .NET
12 4 (1.65%) scikit-learn
Miscellaneous
1 204 (83.95%) Fixed Income
2 188 (77.37%) Derivative
2 188 (77.37%) Equities
2 188 (77.37%) Hedge funds
3 186 (76.54%) Foreign Exchange (FX)
4 18 (7.41%) Pricing Data
5 5 (2.06%) Linux Command Line
6 4 (1.65%) Client/Server
7 3 (1.23%) Algorithms
8 2 (0.82%) Distributed Computing
9 1 (0.41%) iPad
9 1 (0.41%) Life Science
9 1 (0.41%) Robotics
Operating Systems
1 18 (7.41%) Linux
2 7 (2.88%) Windows
Processes & Methodologies
1 220 (90.53%) Software Engineering
2 208 (85.60%) Agile
3 207 (85.19%) Asset Management
4 179 (73.66%) Investment Management
5 80 (32.92%) Line Management
6 76 (31.28%) Greeks
7 24 (9.88%) Analytics
8 18 (7.41%) Machine Learning
9 17 (7.00%) Mathematics
10 15 (6.17%) Artificial Intelligence
10 15 (6.17%) Mentoring
11 14 (5.76%) Data Architecture
11 14 (5.76%) Fintech
12 13 (5.35%) Statistics
13 12 (4.94%) Credit Risk Analysis
13 12 (4.94%) Performance Attribution
13 12 (4.94%) Product Management
14 11 (4.53%) CI/CD
15 10 (4.12%) Computer Science
15 10 (4.12%) Data Science
Programming Languages
1 243 (100.00%) Python
2 202 (83.13%) JavaScript
3 201 (82.72%) TypeScript
4 187 (76.95%) Java
5 13 (5.35%) Ruby
5 13 (5.35%) Scala
6 11 (4.53%) SQL
7 7 (2.88%) MATLAB
8 5 (2.06%) C#
9 1 (0.41%) R
Qualifications
1 15 (6.17%) Degree
2 8 (3.29%) Master's Degree
3 5 (2.06%) PhD
4 1 (0.41%) DV Cleared
4 1 (0.41%) Security Cleared
Quality Assurance & Compliance
1 77 (31.69%) Data Quality
System Software
1 16 (6.58%) Docker
Systems Management
1 7 (2.88%) Terraform
2 2 (0.82%) Kubernetes
Vendors
1 6 (2.47%) SAP
2 1 (0.41%) Google