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

6 months to
13 May 2024
Same period 2023 Same period 2022
Rank 345 517 570
Rank change year-on-year +172 +53 -85
Permanent jobs citing NumPy 261 146 292
As % of all permanent jobs with a WFH option 0.77% 0.35% 0.42%
As % of the Libraries, Frameworks & Software Standards category 2.90% 1.04% 0.93%
Number of salaries quoted 256 118 125
10th Percentile £67,500 £53,750 £60,000
25th Percentile £107,500 £67,500 £67,500
Median annual salary (50th Percentile) £135,000 £83,750 £80,000
Median % change year-on-year +61.19% +4.69% +23.08%
75th Percentile £148,750 £122,500 £93,750
90th Percentile £165,000 £152,500 £108,750
UK median annual salary £125,000 £80,000 £87,500
% change year-on-year +56.25% -8.57% +6.06%

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 8,995 13,996 31,266
As % of all permanent jobs with a WFH option 26.68% 33.85% 45.08%
Number of salaries quoted 7,517 10,529 17,179
10th Percentile £38,750 £41,250 £38,750
25th Percentile £47,500 £51,250 £46,625
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 £63,550
% change year-on-year -11.11% +6.22% +15.55%

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 13 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
1 231 (88.51%) Apache
2 226 (86.59%) Apache Airflow
3 6 (2.30%) nginx
4 2 (0.77%) Apache Spark
Applications
1 7 (2.68%) GNU Octave
Cloud Services
1 243 (93.10%) AWS
2 223 (85.44%) dbt
3 192 (73.56%) Snowflake
4 123 (47.13%) GCP
5 16 (6.13%) Azure
6 14 (5.36%) GitHub
7 7 (2.68%) GitHub Actions
8 4 (1.53%) SaaS
9 3 (1.15%) AWS Lambda
9 3 (1.15%) Serverless
10 2 (0.77%) Amazon ECS
10 2 (0.77%) Amazon EKS
10 2 (0.77%) Amazon EMR
10 2 (0.77%) Amazon S3
11 1 (0.38%) AWS CloudTrail
11 1 (0.38%) Azure AKS
11 1 (0.38%) Vertex AI
Database & Business Intelligence
1 223 (85.44%) Amazon Athena
1 223 (85.44%) Apache Arrow
1 223 (85.44%) Apache Ignite
1 223 (85.44%) Dremio
2 192 (73.56%) Data Lake
3 7 (2.68%) GIS
3 7 (2.68%) PostgreSQL
3 7 (2.68%) Redis
4 2 (0.77%) Amazon RDS
4 2 (0.77%) Amazon Redshift
4 2 (0.77%) DynamoDB
4 2 (0.77%) Electronic Patient Records
4 2 (0.77%) Relational Database
5 1 (0.38%) Big Data
5 1 (0.38%) BigQuery
5 1 (0.38%) Data Mining
5 1 (0.38%) Data Warehouse
5 1 (0.38%) MySQL
Development Applications
1 11 (4.21%) Git
2 2 (0.77%) Cypress.io
General
1 232 (88.89%) Finance
2 223 (85.44%) Front Office
3 211 (80.84%) Banking
3 211 (80.84%) Investment Banking
4 7 (2.68%) Aerospace
4 7 (2.68%) Aviation
5 6 (2.30%) Electronics
5 6 (2.30%) Manufacturing
5 6 (2.30%) Marketing
5 6 (2.30%) Public Sector
5 6 (2.30%) Telecoms
6 4 (1.53%) Automotive
6 4 (1.53%) Social Skills
7 3 (1.15%) Inclusion and Diversity
7 3 (1.15%) Law
8 1 (0.38%) Analytical Skills
8 1 (0.38%) Pharmaceutical
Job Titles
1 145 (55.56%) Software Engineer
2 94 (36.02%) Lead
3 90 (34.48%) Python Engineer
4 89 (34.10%) Python Software Engineer
5 83 (31.80%) AWS Engineer
5 83 (31.80%) AWS Software Engineer
6 80 (30.65%) Developer
7 71 (27.20%) Developer/Software Engineer
8 70 (26.82%) Java Engineer
8 70 (26.82%) Java Software Engineer
9 62 (23.75%) Senior
9 62 (23.75%) Senior Software Engineer
10 59 (22.61%) Software Developer
11 53 (20.31%) Python Developer
12 48 (18.39%) Architect
12 48 (18.39%) Lead Developer
12 48 (18.39%) Lead Software Developer
12 48 (18.39%) Lead Software Engineer
12 48 (18.39%) Solutions Architect
12 48 (18.39%) Team Leader
Libraries, Frameworks & Software Standards
1 239 (91.57%) Pandas
2 225 (86.21%) SciPy
3 223 (85.44%) gRPC
3 223 (85.44%) Protocol Buffers
4 15 (5.75%) React
5 14 (5.36%) Node.js
5 14 (5.36%) Redux
6 12 (4.60%) AngularJS
6 12 (4.60%) Vue
7 11 (4.21%) PyTorch
8 10 (3.83%) TensorFlow
9 9 (3.45%) Flask
10 7 (2.68%) Celery
10 7 (2.68%) Dask
10 7 (2.68%) Django
11 6 (2.30%) GeoJSON
11 6 (2.30%) GeoPandas
11 6 (2.30%) LAPP Stack
12 5 (1.92%) .NET
13 3 (1.15%) scikit-learn
Miscellaneous
1 222 (85.06%) Fixed Income
2 206 (78.93%) Derivative
2 206 (78.93%) Equities
2 206 (78.93%) Hedge funds
3 204 (78.16%) Foreign Exchange (FX)
4 24 (9.20%) Pricing Data
5 5 (1.92%) Linux Command Line
6 4 (1.53%) Client/Server
7 2 (0.77%) Algorithms
7 2 (0.77%) Distributed Computing
8 1 (0.38%) iPad
8 1 (0.38%) Life Science
8 1 (0.38%) Robotics
Operating Systems
1 18 (6.90%) Linux
2 7 (2.68%) Windows
Processes & Methodologies
1 238 (91.19%) Software Engineering
2 226 (86.59%) Agile
3 225 (86.21%) Asset Management
4 190 (72.80%) Investment Management
5 88 (33.72%) Line Management
6 80 (30.65%) Greeks
7 24 (9.20%) Analytics
8 17 (6.51%) Machine Learning
8 17 (6.51%) Mathematics
9 15 (5.75%) Artificial Intelligence
9 15 (5.75%) Mentoring
10 14 (5.36%) Data Architecture
11 13 (4.98%) Fintech
11 13 (4.98%) Statistics
12 12 (4.60%) Credit Risk Analysis
12 12 (4.60%) Performance Attribution
12 12 (4.60%) Product Management
13 11 (4.21%) CI/CD
14 9 (3.45%) Computer Science
14 9 (3.45%) Data Science
Programming Languages
1 261 (100.00%) Python
2 220 (84.29%) JavaScript
3 219 (83.91%) TypeScript
4 205 (78.54%) Java
5 13 (4.98%) Ruby
5 13 (4.98%) Scala
6 11 (4.21%) SQL
7 7 (2.68%) MATLAB
8 5 (1.92%) C#
9 1 (0.38%) R
Qualifications
1 14 (5.36%) Degree
2 7 (2.68%) Master's Degree
3 4 (1.53%) PhD
4 1 (0.38%) DV Cleared
4 1 (0.38%) Security Cleared
Quality Assurance & Compliance
1 81 (31.03%) Data Quality
System Software
1 16 (6.13%) Docker
Systems Management
1 7 (2.68%) Terraform
2 2 (0.77%) Kubernetes
Vendors
1 6 (2.30%) SAP
2 1 (0.38%) Google