Statsmodels Contract Job Trends in Wales

Statsmodels
UK > Wales

The table below provides summary statistics and contractor rates for jobs advertised in Wales requiring Statsmodels skills. It covers contract job vacancies from the 6 months leading up to 29 October 2025, with comparisons to the same periods in the previous two years.

6 months to
29 Oct 2025
Same period 2024 Same period 2023
Rank 45 - -
Rank change year-on-year - - -
Contract jobs citing Statsmodels 1 0 0
As % of all contract jobs in Wales 0.24% - -
As % of the Libraries, Frameworks & Software Standards category 1.27% - -
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
Wales

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 Wales.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 79 89 95
As % of all contract IT jobs advertised in Wales 19.08% 20.05% 20.21%
Number of daily rates quoted 53 49 78
10th Percentile £323 £199 £210
25th Percentile £413 £375 £275
Median daily rate (50th Percentile) £475 £500 £425
Median % change year-on-year -5.00% +17.65% -20.19%
75th Percentile £538 £550 £534
90th Percentile £680 £575 £575
UK median daily rate £505 £545 £550
% change year-on-year -7.34% -0.91% -4.35%
Number of hourly rates quoted 3 9 0
10th Percentile £39.70 £19.13 -
25th Percentile £53.88 £20.12 -
Median hourly rate £80.00 £22.00 -
Median % change year-on-year +263.64% - -
75th Percentile £83.75 £25.60 -
90th Percentile £84.50 £25.78 -
UK median hourly rate £54.00 £65.00 £55.53
% change year-on-year -16.92% +17.05% -14.57%

Statsmodels
Contract Job Locations in Wales

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Statsmodels within the Wales region over the 6 months to 29 October 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
Dyfed - 1 £550 -
Statsmodels
UK

Statsmodels
Co-Occurring Skills & Capabilities in Wales 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