NumPy Job Trends in Oxford

NumPy
Oxfordshire > Oxford

The table below provides summary statistics and salary benchmarking for jobs advertised in Oxford requiring NumPy skills. It covers permanent job vacancies from the 6 months leading up to 5 November 2025, with comparisons to the same periods in the previous two years.

6 months to
5 Nov 2025
Same period 2024 Same period 2023
Rank 29 38 39
Rank change year-on-year +9 +1 +24
Permanent jobs citing NumPy 1 2 4
As % of all permanent jobs in Oxford 0.49% 0.66% 1.38%
As % of the Libraries, Frameworks & Software Standards category 2.78% 3.33% 4.26%
Number of salaries quoted 1 2 4
10th Percentile - - £71,500
25th Percentile £38,750 £76,250 £73,750
Median annual salary (50th Percentile) £42,500 £77,500 £75,000
Median % change year-on-year -45.16% +3.33% -16.67%
75th Percentile £46,250 £78,750 £81,250
90th Percentile - - £83,500
Oxfordshire median annual salary £42,500 £77,500 £75,000
% change year-on-year -45.16% +3.33% -16.67%

All Software Libraries and Frameworks
Oxford

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 Oxford.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 36 60 94
As % of all permanent jobs advertised in Oxford 17.48% 19.93% 32.41%
Number of salaries quoted 30 34 84
10th Percentile £35,854 £53,250 £38,625
25th Percentile £47,500 £60,000 £48,438
Median annual salary (50th Percentile) £60,490 £67,500 £65,000
Median % change year-on-year -10.39% +3.85% +23.31%
75th Percentile £72,500 £79,688 £80,000
90th Percentile £90,000 £95,000 £96,750
Oxfordshire median annual salary £60,000 £50,000 £62,500
% change year-on-year +20.00% -20.00% +22.92%

NumPy
Job Vacancy Trend in Oxford

Historical trend showing the proportion of permanent IT job postings citing NumPy relative to all permanent IT jobs advertised in Oxford.

NumPy job vacancy trend in Oxford

NumPy
Salary Trend in Oxford

Salary distribution trend for jobs in Oxford citing NumPy.

Salary distribution trend for jobs in Oxford citing NumPy

NumPy
Co-Occurring Skills & Capabilities in Oxford by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Business Applications
1 1 (100.00%) Dynamics CRM
Cloud Services
1 1 (100.00%) Amazon SageMaker
1 1 (100.00%) AWS
1 1 (100.00%) Azure
1 1 (100.00%) Azure DevOps
1 1 (100.00%) Azure Machine Learning
1 1 (100.00%) dbt
1 1 (100.00%) Dynamics 365
1 1 (100.00%) Fivetran
1 1 (100.00%) GCP
1 1 (100.00%) GitHub
1 1 (100.00%) GitHub Actions
1 1 (100.00%) Google Data Studio
1 1 (100.00%) Power Platform
1 1 (100.00%) SaaS
1 1 (100.00%) Snowflake
Database & Business Intelligence
1 1 (100.00%) Amazon Redshift
1 1 (100.00%) BigQuery
1 1 (100.00%) Data Warehouse
1 1 (100.00%) Looker
1 1 (100.00%) Power BI
1 1 (100.00%) SQL Server
1 1 (100.00%) Tableau
Development Applications
1 1 (100.00%) Git
General
1 1 (100.00%) Finance
1 1 (100.00%) Marketing
1 1 (100.00%) Retail
1 1 (100.00%) Social Skills
Job Titles
1 1 (100.00%) Analyst
1 1 (100.00%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 1 (100.00%) Hugging Face
1 1 (100.00%) Pandas
1 1 (100.00%) scikit-learn
Processes & Methodologies
1 1 (100.00%) A/B Testing
1 1 (100.00%) Actionable Insight
1 1 (100.00%) AI
1 1 (100.00%) Analytics
1 1 (100.00%) Business Intelligence
1 1 (100.00%) CRM
1 1 (100.00%) Customer Engagement
1 1 (100.00%) Customer Insight
1 1 (100.00%) Customer Intelligence
1 1 (100.00%) Data Munging
1 1 (100.00%) Data Pipeline
1 1 (100.00%) Data Transformation
1 1 (100.00%) DevOps
1 1 (100.00%) ETL
1 1 (100.00%) Machine Learning
1 1 (100.00%) Natural Language Processing
1 1 (100.00%) Segmentation Analysis
1 1 (100.00%) Use Case
Programming Languages
1 1 (100.00%) Data Analysis Expressions
1 1 (100.00%) Python
1 1 (100.00%) SQL
Vendors
1 1 (100.00%) Alteryx
1 1 (100.00%) Google
1 1 (100.00%) HubSpot
1 1 (100.00%) OpenAI
1 1 (100.00%) Salesforce
1 1 (100.00%) Talend
1 1 (100.00%) Zoho