NumPy Jobs in the Midlands

NumPy
England > Midlands

The table below provides summary statistics for permanent job vacancies advertised in the Midlands 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 6 July 2025, comparing them to the same period in the previous two years.

6 months to
6 Jul 2025
Same period 2024 Same period 2023
Rank 245 331 286
Rank change year-on-year +86 -45 +86
Permanent jobs citing NumPy 11 4 16
As % of all permanent jobs advertised in the Midlands 0.16% 0.029% 0.20%
As % of the Libraries, Frameworks & Software Standards category 1.33% 0.19% 0.95%
Number of salaries quoted 4 4 12
10th Percentile £32,375 £33,625 -
25th Percentile £34,063 £35,313 £48,750
Median annual salary (50th Percentile) £35,000 £56,250 £52,500
Median % change year-on-year -37.78% +7.14% -12.50%
75th Percentile £43,125 £79,375 £66,250
90th Percentile £57,750 £82,750 -
England median annual salary £110,000 £135,000 £75,000
% change year-on-year -18.52% +80.00% -16.67%

All Software Libraries and Frameworks
Midlands

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 the Midlands.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 830 2,112 1,680
As % of all permanent jobs advertised in the Midlands 11.93% 15.35% 20.55%
Number of salaries quoted 555 1,643 1,076
10th Percentile £36,250 £32,500 £36,250
25th Percentile £43,750 £40,000 £45,000
Median annual salary (50th Percentile) £55,000 £50,000 £55,000
Median % change year-on-year +10.00% -9.09% -
75th Percentile £72,061 £65,000 £68,750
90th Percentile £80,850 £75,000 £80,000
England median annual salary £67,500 £60,000 £67,500
% change year-on-year +12.50% -11.11% +3.85%

NumPy
Job Vacancy Trend in the Midlands

Job postings citing NumPy as a proportion of all IT jobs advertised in the Midlands.

Job vacancy trend for NumPy in the Midlands

NumPy
Salary Trend in the Midlands

3-month moving average salary quoted in jobs citing NumPy in the Midlands.

Salary trend for NumPy in the Midlands

NumPy
Salary Histogram in the Midlands

Salary distribution for jobs citing NumPy in the Midlands over the 6 months to 6 July 2025.

Salary histogram for NumPy in the Midlands

NumPy
Job Locations in the Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NumPy within the Midlands region over the 6 months to 6 July 2025. 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
West Midlands +71 7 £35,000 -37.78% 4
East Midlands - 4 - - 6
NumPy
England

NumPy
Co-occurring Skills and Capabilities in the Midlands 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 6 (54.55%) Apache Spark
Cloud Services
1 11 (100.00%) AWS
2 6 (54.55%) Amazon EKS
2 6 (54.55%) Amazon ELB
2 6 (54.55%) Amazon S3
3 3 (27.27%) AWS CloudTrail
3 3 (27.27%) AWS Lambda
3 3 (27.27%) Serverless
4 2 (18.18%) Azure
4 2 (18.18%) GCP
4 2 (18.18%) Snowflake
Database & Business Intelligence
1 6 (54.55%) Delta Lake
1 6 (54.55%) DynamoDB
1 6 (54.55%) Metadata
1 6 (54.55%) Spark SQL
2 3 (27.27%) MySQL
3 2 (18.18%) Big Data
Development Applications
1 6 (54.55%) MLflow
General
1 6 (54.55%) Social Skills
2 3 (27.27%) Law
3 1 (9.09%) Banking
Job Titles
1 6 (54.55%) Machine Learning Engineer
1 6 (54.55%) Operations Engineer
2 4 (36.36%) Python Engineer
3 2 (18.18%) Data Engineer
4 1 (9.09%) Python Data Engineer
Libraries, Frameworks & Software Standards
1 11 (100.00%) Pandas
2 8 (72.73%) PySpark
3 6 (54.55%) Keras
3 6 (54.55%) Lambda Expressions
3 6 (54.55%) Metaflow
3 6 (54.55%) PyTorch
3 6 (54.55%) scikit-learn
3 6 (54.55%) TensorFlow
3 6 (54.55%) YAML
Miscellaneous
1 6 (54.55%) Linux Command Line
Operating Systems
1 6 (54.55%) Unix
Processes & Methodologies
1 6 (54.55%) Artificial Intelligence
1 6 (54.55%) CI/CD
1 6 (54.55%) Containerisation
1 6 (54.55%) Data Science
1 6 (54.55%) Deployment Automation
1 6 (54.55%) Information Security
1 6 (54.55%) Machine Learning
1 6 (54.55%) Metadata Management
1 6 (54.55%) MLOps
1 6 (54.55%) OO
1 6 (54.55%) OOP
1 6 (54.55%) OWASP
1 6 (54.55%) Time Management
1 6 (54.55%) Unit Testing
1 6 (54.55%) Visualisation
2 2 (18.18%) Data Extraction
2 2 (18.18%) Data Governance
2 2 (18.18%) Data Pipeline
2 2 (18.18%) ETL
2 2 (18.18%) Regulatory Compliance
Programming Languages
1 11 (100.00%) Python
2 6 (54.55%) SQL
Quality Assurance & Compliance
1 2 (18.18%) Data Quality
System Software
1 6 (54.55%) Docker
Systems Management
1 6 (54.55%) Kubeflow
1 6 (54.55%) Kubernetes
1 6 (54.55%) Terraform
Vendors
1 8 (72.73%) Databricks
2 1 (9.09%) Microsoft