NumPy Jobs in Birmingham

NumPy
West Midlands > Birmingham

The table below provides summary statistics for permanent job vacancies advertised in Birmingham 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 2 May 2025, comparing them to the same period in the previous two years.

6 months to
2 May 2025		 Same period 2024 Same period 2023
Rank 106 149 124
Rank change year-on-year +43 -25 +59
Permanent jobs citing NumPy 3 2 17
As % of all permanent jobs advertised in Birmingham 0.20% 0.073% 0.85%
As % of the Libraries, Frameworks & Software Standards category 1.23% 0.43% 3.22%
Number of salaries quoted 2 2 13
10th Percentile - £65,750 £47,500
25th Percentile - £66,875 £48,750
Median annual salary (50th Percentile) £35,000 £75,000 £52,500
Median % change year-on-year -53.33% +42.86% -16.00%
75th Percentile - £83,125 £56,250
90th Percentile - £84,250 -
West Midlands median annual salary £35,000 £75,000 £52,500
% change year-on-year -53.33% +42.86% -16.00%

All Software Libraries and Frameworks
Birmingham

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 Birmingham.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 243 466 528
As % of all permanent jobs advertised in Birmingham 16.47% 17.11% 26.37%
Number of salaries quoted 194 419 389
10th Percentile £38,750 £37,500 £42,500
25th Percentile £47,500 £46,500 £50,000
Median annual salary (50th Percentile) £57,500 £57,500 £60,000
Median % change year-on-year - -4.17% +4.35%
75th Percentile £68,750 £73,125 £73,751
90th Percentile £78,750 £86,485 £85,000
West Midlands median annual salary £57,500 £55,000 £57,500
% change year-on-year +4.55% -4.35% +4.55%

NumPy
Job Vacancy Trend in Birmingham

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

Job vacancy trend for NumPy in Birmingham

NumPy
Salary Trend in Birmingham

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

Salary trend for NumPy in Birmingham

NumPy
Co-occurring Skills and Capabilities in Birmingham 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:

Cloud Services
1 3 (100.00%) AWS
2 2 (66.67%) AWS CloudTrail
2 2 (66.67%) AWS Lambda
2 2 (66.67%) Serverless
3 1 (33.33%) Azure
3 1 (33.33%) GCP
3 1 (33.33%) Snowflake
Database & Business Intelligence
1 2 (66.67%) MySQL
2 1 (33.33%) Big Data
General
1 2 (66.67%) Law
2 1 (33.33%) Banking
Job Titles
1 2 (66.67%) Python Engineer
2 1 (33.33%) Data Engineer
Libraries, Frameworks & Software Standards
1 3 (100.00%) Pandas
2 1 (33.33%) PySpark
Processes & Methodologies
1 1 (33.33%) Analytics
1 1 (33.33%) Data Extraction
1 1 (33.33%) Data Governance
1 1 (33.33%) Data Munging
1 1 (33.33%) Data Pipeline
1 1 (33.33%) ETL
1 1 (33.33%) Regulatory Compliance
1 1 (33.33%) Risk Analytics
1 1 (33.33%) Validation
Programming Languages
1 3 (100.00%) Python
Quality Assurance & Compliance
1 1 (33.33%) Data Quality
Vendors
1 1 (33.33%) Databricks
11 NumPy jobs in the West Midlands