Statsmodels Contract Job Trends in the UK excluding London

Statsmodels
UK > UK excluding London

The table below provides summary statistics and contractor rates for jobs advertised in the UK excluding London 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 399 - -
Rank change year-on-year - - -
Contract jobs citing Statsmodels 1 0 0
As % of all contract jobs in the UK excluding London 0.006% - -
As % of the Libraries, Frameworks & Software Standards category 0.030% - -
Number of daily rates quoted 1 0 0
10th Percentile - - -
25th Percentile £525 - -
Median daily rate (50th Percentile) £550 - -
75th Percentile £575 - -
90th Percentile - - -
UK median daily rate £550 £410 £700
% change year-on-year +34.15% -41.43% +7.69%

All Software Libraries and Frameworks
UK excluding London

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 the UK excluding London.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 3,322 2,861 3,662
As % of all contract IT jobs advertised in the UK excluding London 18.97% 17.40% 17.74%
Number of daily rates quoted 2,201 1,744 2,545
10th Percentile £325 £331 £325
25th Percentile £400 £406 £413
Median daily rate (50th Percentile) £480 £500 £500
Median % change year-on-year -4.00% - -4.76%
75th Percentile £575 £600 £600
90th Percentile £653 £685 £677
UK median daily rate £503 £550 £550
% change year-on-year -8.64% - -4.35%
Number of hourly rates quoted 147 83 146
10th Percentile £31.25 £22.00 £45.24
25th Percentile £43.75 £38.00 £46.18
Median hourly rate £63.00 £65.00 £54.78
Median % change year-on-year -3.08% +18.66% -15.72%
75th Percentile £67.00 £70.00 £70.00
90th Percentile £77.50 £73.95 £77.75
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 the UK excluding London

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

Statsmodels job vacancy trend in the UK excluding London

Statsmodels
Daily Rate Trend in the UK excluding London

Contractor daily rate distribution trend for jobs in the UK excluding London citing Statsmodels.

Contractor daily rate distribution trend for jobs in the UK excluding London citing Statsmodels

Statsmodels
Contract Job Locations in the UK excluding London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Statsmodels within the UK excluding London 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
Wales - 1 £550 -
Statsmodels
UK

Statsmodels
Co-Occurring Skills & Capabilities in the UK excluding London 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:

General
1 1 (100.00%) Public Sector
Job Titles
1 1 (100.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 1 (100.00%) NumPy
1 1 (100.00%) Pandas
1 1 (100.00%) scikit-learn
1 1 (100.00%) XGBoost
Processes & Methodologies
1 1 (100.00%) Agile
1 1 (100.00%) Analytics
1 1 (100.00%) Data Munging
1 1 (100.00%) Data Privacy
1 1 (100.00%) Data Science
1 1 (100.00%) Data-Driven Decision Making
1 1 (100.00%) Decision-Making
1 1 (100.00%) Feature Engineering
1 1 (100.00%) Machine Learning
1 1 (100.00%) Model Validation
1 1 (100.00%) Natural Language Processing
1 1 (100.00%) Predictive Analytics
1 1 (100.00%) Prototyping
1 1 (100.00%) Roadmaps
Programming Languages
1 1 (100.00%) Python
1 1 (100.00%) SQL
Quality Assurance & Compliance
1 1 (100.00%) Data Quality