Statsmodels Contract Job Trends in England

Statsmodels
UK > England

The table below provides summary statistics and contractor rates for jobs advertised in England requiring Statsmodels skills. It covers contract job vacancies from the 6 months leading up to 19 November 2025, with comparisons to the same periods in the previous two years.

6 months to
19 Nov 2025
Same period 2024 Same period 2023
Rank 535 504 585
Rank change year-on-year -31 +81 +186
Contract jobs citing Statsmodels 3 1 1
As % of all contract jobs in England 0.010% 0.003% 0.003%
As % of the Libraries, Frameworks & Software Standards category 0.043% 0.015% 0.012%
Number of daily rates quoted 1 1 1
10th Percentile - - -
25th Percentile £351 £405 -
Median daily rate (50th Percentile) £361 £410 £700
Median % change year-on-year -11.89% -41.43% +7.69%
75th Percentile £372 £415 -
90th Percentile - - -
UK median daily rate £550 £410 £700
% change year-on-year +34.15% -41.43% +7.69%

All Software Libraries and Frameworks
England

Statsmodels 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 England.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 6,919 6,683 8,648
As % of all contract IT jobs advertised in England 22.77% 21.67% 22.01%
Number of daily rates quoted 4,668 4,253 6,302
10th Percentile £350 £356 £375
25th Percentile £413 £434 £450
Median daily rate (50th Percentile) £508 £550 £550
Median % change year-on-year -7.73% - -4.35%
75th Percentile £633 £670 £675
90th Percentile £738 £800 £775
UK median daily rate £503 £550 £550
% change year-on-year -8.64% - -4.35%
Number of hourly rates quoted 182 98 183
10th Percentile £31.25 £26.25 £36.37
25th Percentile £43.00 £41.56 £46.18
Median hourly rate £56.25 £65.00 £55.00
Median % change year-on-year -13.46% +18.18% -15.38%
75th Percentile £65.00 £70.00 £70.00
90th Percentile £77.15 £74.00 £78.00
UK median hourly rate £55.00 £62.50 £55.25
% change year-on-year -12.00% +13.12% -14.34%

Statsmodels
Job Vacancy Trend in England

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

Statsmodels job vacancy trend in England

Statsmodels
Daily Rate Trend in England

Contractor daily rate distribution trend for jobs in England citing Statsmodels.

Contractor daily rate distribution trend for jobs in England citing Statsmodels

Statsmodels
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Statsmodels within the England region over the 6 months to 19 November 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
London 0 3 £361 -11.89% 5
Statsmodels
UK

Statsmodels
Co-Occurring Skills & Capabilities in England 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 3 (100.00%) Jupyter
Cloud Services
1 3 (100.00%) AWS
1 3 (100.00%) Cloud Computing
1 3 (100.00%) Power Platform
2 2 (66.67%) Azure
2 2 (66.67%) Azure Pipelines
Database & Business Intelligence
1 3 (100.00%) Power BI
1 3 (100.00%) Relational Database
Development Applications
1 3 (100.00%) Git
General
1 3 (100.00%) Analytical Skills
2 1 (33.33%) Banking
2 1 (33.33%) Social Skills
Job Titles
1 3 (100.00%) Developer
1 3 (100.00%) Python Developer
2 2 (66.67%) Senior
2 2 (66.67%) Senior Developer
2 2 (66.67%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 3 (100.00%) NumPy
1 3 (100.00%) Pandas
1 3 (100.00%) Plotly
1 3 (100.00%) REST
1 3 (100.00%) scikit-learn
1 3 (100.00%) SciPy
1 3 (100.00%) Web Services
Miscellaneous
1 2 (66.67%) Hedge funds
2 1 (33.33%) Algorithms
Processes & Methodologies
1 3 (100.00%) Analytics
1 3 (100.00%) Business Intelligence
1 3 (100.00%) Data Analytics
1 3 (100.00%) Data Science
1 3 (100.00%) Data Visualisation
1 3 (100.00%) Decision-Making
1 3 (100.00%) Econometrics
1 3 (100.00%) IT Strategy
1 3 (100.00%) Mathematics
1 3 (100.00%) OO
1 3 (100.00%) OOP
1 3 (100.00%) Predictive Modelling
1 3 (100.00%) Problem-Solving
1 3 (100.00%) Stakeholder Management
1 3 (100.00%) Technology Strategy
1 3 (100.00%) Time Series Forecasting
1 3 (100.00%) Unit Testing
1 3 (100.00%) User Experience
1 3 (100.00%) UX Design
1 3 (100.00%) Visualisation
Programming Languages
1 3 (100.00%) Python
1 3 (100.00%) SQL
Vendors
1 3 (100.00%) Dataiku