NumPy Contracts in Cambridge

NumPy
Cambridgeshire > Cambridge

The following table provides summary statistics for contract job vacancies advertised in Cambridge with a requirement for NumPy skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited NumPy over the 6 months to 4 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
4 May 2024
Same period 2023 Same period 2022
Rank 22 - 38
Rank change year-on-year - - -8
Contract jobs citing NumPy 9 0 5
As % of all contract jobs advertised in Cambridge 4.64% - 1.51%
As % of the Libraries, Frameworks & Software Standards category 14.52% - 5.88%
Number of daily rates quoted 4 0 5
10th Percentile £430 - £403
25th Percentile £436 - £408
Median daily rate (50th Percentile) £458 - £415
Median % change year-on-year - - +38.33%
75th Percentile £496 - £423
90th Percentile £519 - -
Cambridgeshire median daily rate £458 - £415
% change year-on-year - - +38.33%
Number of hourly rates quoted 4 0 0
10th Percentile - - -
25th Percentile £58.75 - -
Median hourly rate £62.50 - -
75th Percentile £66.38 - -
90th Percentile £66.60 - -
Cambridgeshire median hourly rate £62.50 - -

All Software Libraries and Frameworks
Cambridge

NumPy is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Cambridge with a requirement for technical specification, industry standards, software libraries and framework skills.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 62 43 85
As % of all contract IT jobs advertised in Cambridge 31.96% 14.78% 25.68%
Number of daily rates quoted 36 23 52
10th Percentile £350 £415 £400
25th Percentile £446 £431 £411
Median daily rate (50th Percentile) £500 £500 £500
Median % change year-on-year - - +25.00%
75th Percentile £550 £566 £575
90th Percentile £719 £640 £695
Cambridgeshire median daily rate £498 £475 £500
% change year-on-year +4.74% -5.00% +17.65%
Number of hourly rates quoted 8 2 0
10th Percentile - - -
25th Percentile £58.75 £51.25 -
Median hourly rate £70.25 £52.50 -
Median % change year-on-year +33.81% - -
75th Percentile £75.00 £53.75 -
90th Percentile £81.00 - -
Cambridgeshire median hourly rate £70.25 £52.50 £13.50
% change year-on-year +33.81% +288.89% -4.32%

NumPy
Job Vacancy Trend in Cambridge

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

Job vacancy trend for NumPy in Cambridge

NumPy
Contractor Daily Rate Trend in Cambridge

3-month moving average daily rate quoted in jobs citing NumPy in Cambridge.

Daily rate trend for NumPy in Cambridge

NumPy
Contractor Hourly Rate Trend in Cambridge

3-month moving average hourly rates quoted in jobs citing NumPy in Cambridge.

Hourly rate trend for NumPy in Cambridge

NumPy
Co-occurring Skills and Capabilities in Cambridge 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:

Development Applications
1 7 (77.78%) Git
1 7 (77.78%) Mercurial
General
1 7 (77.78%) Multimedia
2 1 (11.11%) Electronics
2 1 (11.11%) Finance
2 1 (11.11%) Manufacturing
2 1 (11.11%) Marketing
2 1 (11.11%) Public Sector
2 1 (11.11%) Telecoms
Job Titles
1 5 (55.56%) Software Engineer
2 3 (33.33%) Data Engineer
2 3 (33.33%) Machine Learning Engineer
3 1 (11.11%) Developer
3 1 (11.11%) Development Engineer
3 1 (11.11%) Python Developer
3 1 (11.11%) Python Engineer
3 1 (11.11%) Python Software Engineer
3 1 (11.11%) Research Engineer
3 1 (11.11%) Research Software Engineer
3 1 (11.11%) Senior
3 1 (11.11%) Senior Development Engineer
3 1 (11.11%) Senior Software Development Engineer
3 1 (11.11%) Senior Software Engineer
3 1 (11.11%) Software Development Engineer
Libraries, Frameworks & Software Standards
1 8 (88.89%) Pandas
1 8 (88.89%) React
1 8 (88.89%) SciPy
Miscellaneous
1 5 (55.56%) Social Media
2 1 (11.11%) Data Structures
Operating Systems
1 7 (77.78%) Windows
Processes & Methodologies
1 8 (88.89%) Software Engineering
2 7 (77.78%) Artificial Intelligence
2 7 (77.78%) Code Quality
2 7 (77.78%) Collaborative Working
2 7 (77.78%) Computer Science
2 7 (77.78%) Continuous Integration
2 7 (77.78%) Data Collection
2 7 (77.78%) Data Pipeline
2 7 (77.78%) Machine Learning
2 7 (77.78%) Signal Processing
2 7 (77.78%) Test Automation
3 1 (11.11%) Agile
3 1 (11.11%) Business Intelligence
3 1 (11.11%) Digital Marketing
3 1 (11.11%) Image Processing
3 1 (11.11%) Programme Management
3 1 (11.11%) Workflow
Programming Languages
1 9 (100.00%) Python
2 8 (88.89%) C#
3 7 (77.78%) JavaScript
4 1 (11.11%) C
4 1 (11.11%) C++
Qualifications
1 7 (77.78%) Degree
2 6 (66.67%) Computer Science Degree
3 1 (11.11%) Master's Degree
3 1 (11.11%) PhD
Vendors
1 1 (11.11%) SAP