NumPy Job Trends in Belfast

NumPy
County Antrim > Belfast

The table below provides summary statistics and salary benchmarking for jobs advertised in Belfast requiring NumPy skills. It covers permanent job vacancies from the 6 months leading up to 28 April 2026, with comparisons to the same periods in the previous two years.

6 months to
28 Apr 2026
Same period 2025 Same period 2024
Rank 51 - -
Rank change year-on-year - - -
Permanent jobs citing NumPy 1 0 0
As % of all permanent jobs in Belfast 0.17% - -
As % of the Libraries, Frameworks & Software Standards category 2.27% - -
Number of salaries quoted 1 0 0
10th Percentile - - -
25th Percentile £71,250 - -
Median annual salary (50th Percentile) £72,500 - -
75th Percentile £73,750 - -
90th Percentile - - -
County Antrim median annual salary £72,500 - -

All Software Libraries and Frameworks
Belfast

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 Belfast.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 44 47 119
As % of all permanent jobs advertised in Belfast 7.65% 24.48% 30.51%
Number of salaries quoted 36 15 84
10th Percentile £40,000 £48,500 £38,975
25th Percentile £57,500 £50,000 £47,500
Median annual salary (50th Percentile) £80,000 £55,000 £60,000
Median % change year-on-year +45.45% -8.33% +20.00%
75th Percentile £90,000 £65,625 £77,500
90th Percentile £95,000 £96,500 £89,250
County Antrim median annual salary £75,000 £55,000 £57,500
% change year-on-year +36.36% -4.35% +15.00%

NumPy
Job Vacancy Trend in Belfast

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

NumPy job vacancy trend in Belfast

NumPy
Co-Occurring Skills & Capabilities in Belfast 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:

Cloud Services
1 1 (100.00%) Azure
1 1 (100.00%) Azure DevOps
1 1 (100.00%) OpenShift
Database & Business Intelligence
1 1 (100.00%) MongoDB
1 1 (100.00%) Pinecone
Development Applications
1 1 (100.00%) GitLab
1 1 (100.00%) Jenkins
General
1 1 (100.00%) Advertising
Job Titles
1 1 (100.00%) Developer
1 1 (100.00%) Gen AI Developer
1 1 (100.00%) Python Developer
1 1 (100.00%) Senior
1 1 (100.00%) Senior Developer
1 1 (100.00%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 1 (100.00%) FastAPI
1 1 (100.00%) LangChain
1 1 (100.00%) LlamaIndex
1 1 (100.00%) Pandas
1 1 (100.00%) pgvector
Processes & Methodologies
1 1 (100.00%) AI
1 1 (100.00%) CI/CD
1 1 (100.00%) Data Pipeline
1 1 (100.00%) DevOps
1 1 (100.00%) Generative AI
1 1 (100.00%) HOOD
1 1 (100.00%) Microservices
1 1 (100.00%) MLOps
1 1 (100.00%) Retrieval-Augmented Generation
Programming Languages
1 1 (100.00%) Python
Systems Management
1 1 (100.00%) Kubernetes