NumPy Contract Job Trends in Wokingham

NumPy
Berkshire > Wokingham

The table below provides summary statistics and contractor rates for jobs advertised in Wokingham requiring NumPy skills. It covers contract job vacancies from the 6 months leading up to 18 March 2026, with comparisons to the same periods in the previous two years.

6 months to
18 Mar 2026
Same period 2025 Same period 2024
Rank 64 27 -
Rank change year-on-year -37 - -
Contract jobs citing NumPy 4 2 0
As % of all contract jobs in Wokingham 0.89% 1.32% -
As % of the Libraries, Frameworks & Software Standards category 4.94% 8.00% -
Number of daily rates quoted 2 1 0
10th Percentile £352 - -
25th Percentile £358 - -
Median daily rate (50th Percentile) £374 £500 -
Median % change year-on-year -25.25% - -
75th Percentile £388 - -
90th Percentile £392 - -
Berkshire median daily rate £390 £500 -
% change year-on-year -22.00% - -

All Software Libraries and Frameworks
Wokingham

NumPy falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring technical specification, industry standards, software libraries and framework skills in Wokingham.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 81 25 40
As % of all contract IT jobs advertised in Wokingham 17.96% 16.45% 44.94%
Number of daily rates quoted 65 14 21
10th Percentile £358 £409 £338
25th Percentile £394 £416 £456
Median daily rate (50th Percentile) £450 £488 £493
Median % change year-on-year -7.69% -1.12% +1.13%
75th Percentile £500 £511 £565
90th Percentile £581 £526 £575
Berkshire median daily rate £500 £550 £500
% change year-on-year -9.09% +10.00% -9.09%

NumPy
Job Vacancy Trend in Wokingham

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

NumPy job vacancy trend in Wokingham

NumPy
Daily Rate Trend in Wokingham

Contractor daily rate distribution trend for jobs in Wokingham citing NumPy.

Contractor daily rate distribution trend for jobs in Wokingham citing NumPy

NumPy
Co-Occurring Skills & Capabilities in Wokingham 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:

Application Platforms
1 1 (25.00%) Apache
1 1 (25.00%) Apache Spark
Applications
1 3 (75.00%) CPLEX
Cloud Services
1 3 (75.00%) Azure
2 2 (50.00%) Azure DevOps
3 1 (25.00%) AWS
3 1 (25.00%) GCP
Database & Business Intelligence
1 3 (75.00%) MongoDB
1 3 (75.00%) NoSQL
1 3 (75.00%) PostgreSQL
1 3 (75.00%) Relational Database
2 1 (25.00%) Big Data
2 1 (25.00%) Hadoop
Development Applications
1 3 (75.00%) Git
General
1 2 (50.00%) Public Sector
2 1 (25.00%) Analytical Skills
2 1 (25.00%) Social Skills
Job Titles
1 3 (75.00%) Developer
1 3 (75.00%) Python Developer
2 1 (25.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 4 (100.00%) Pandas
2 3 (75.00%) Django
2 3 (75.00%) FastAPI
2 3 (75.00%) Flask
2 3 (75.00%) OpenAPI
2 3 (75.00%) RESTful
2 3 (75.00%) Swagger
3 2 (50.00%) Jinja
3 2 (50.00%) Kafka
3 2 (50.00%) pytest
3 2 (50.00%) RabbitMQ
4 1 (25.00%) scikit-learn
Miscellaneous
1 4 (100.00%) Algorithms
2 3 (75.00%) Data Structures
3 2 (50.00%) Cloud Native
4 1 (25.00%) Distributed Computing
4 1 (25.00%) Distributed Systems
Processes & Methodologies
1 3 (75.00%) Analytics
1 3 (75.00%) Containerisation
1 3 (75.00%) Mathematics
1 3 (75.00%) OOP
1 3 (75.00%) Problem-Solving
2 2 (50.00%) Data Analytics
2 2 (50.00%) Data Pipeline
2 2 (50.00%) DevOps
2 2 (50.00%) Performance Optimisation
2 2 (50.00%) Software Engineering
2 2 (50.00%) TDD
2 2 (50.00%) Visualisation
3 1 (25.00%) Agile
3 1 (25.00%) Computer Science
3 1 (25.00%) Data Analysis
3 1 (25.00%) Data Cleansing
3 1 (25.00%) Data Visualisation
3 1 (25.00%) Machine Learning
3 1 (25.00%) Statistics
3 1 (25.00%) Use Case
Programming Languages
1 4 (100.00%) Python
2 1 (25.00%) SQL
Qualifications
1 2 (50.00%) Security Cleared
2 1 (25.00%) Degree
2 1 (25.00%) Master's Degree
Quality Assurance & Compliance
1 1 (25.00%) QA
System Software
1 2 (50.00%) Docker
Systems Management
1 2 (50.00%) Kubernetes
Vendors
1 1 (25.00%) Google