Linear Regression Contracts

Linear Regression
UK

The table below provides summary statistics for contract job vacancies requiring Linear Regression skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Linear Regression over the 6 months leading up to 5 July 2025, comparing them to the same period in the previous two years.

6 months to
5 Jul 2025
Same period 2024 Same period 2023
Rank 542 573 675
Rank change year-on-year +31 +102 +181
Contract jobs citing Linear Regression 8 1 4
As % of all contract jobs advertised in the UK 0.025% 0.002% 0.007%
As % of the Processes & Methodologies category 0.028% 0.003% 0.008%
Number of daily rates quoted 4 0 3
10th Percentile - - -
25th Percentile £413 - -
Median daily rate (50th Percentile) £438 - £1,100
Median % change year-on-year - - +131.58%
75th Percentile £450 - -
90th Percentile - - -
UK excluding London median daily rate £425 - -

All Process and Methodology Skills
UK

Linear Regression falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 28,850 36,964 50,614
As % of all contract IT jobs advertised in the UK 90.71% 85.28% 89.53%
Number of daily rates quoted 18,170 23,592 34,850
10th Percentile £300 £300 £325
25th Percentile £405 £413 £438
Median daily rate (50th Percentile) £505 £525 £550
Median % change year-on-year -3.81% -4.55% +0.92%
75th Percentile £625 £638 £650
90th Percentile £738 £750 £750
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 1,420 2,515 1,729
10th Percentile £14.20 £12.75 £12.00
25th Percentile £17.42 £16.18 £16.61
Median hourly rate £25.15 £38.00 £37.34
Median % change year-on-year -33.82% +1.77% +43.62%
75th Percentile £53.75 £61.30 £65.00
90th Percentile £70.00 £72.50 £75.50
UK excluding London median hourly rate £24.66 £38.12 £35.00
% change year-on-year -35.31% +8.91% +66.67%

Linear Regression
Job Vacancy Trend

Job postings citing Linear Regression as a proportion of all IT jobs advertised.

Job vacancy trend for Linear Regression in the UK

Linear Regression
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Linear Regression.

Daily rate trend for Linear Regression in the UK

Linear Regression
Top 9 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Linear Regression within the UK over the 6 months to 5 July 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
England +60 8 £438 - 29
UK excluding London - 5 £425 - 11
London +47 3 £450 - 18
South East - 3 £425 - 7
Work from Home - 1 - - 9
North of England - 1 £450 - 1
East Midlands - 1 - - 1
Midlands - 1 - - 3
North West - 1 £450 - 1

Linear Regression
Co-occurring Skills and Capabilities 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:

Application Platforms
1 1 (12.50%) Jupyter
Cloud Services
1 8 (100.00%) Azure
2 5 (62.50%) AWS
3 4 (50.00%) Amazon SageMaker
3 4 (50.00%) Azure DevOps
4 3 (37.50%) Amazon Bedrock
4 3 (37.50%) Amazon S3
4 3 (37.50%) AWS Lambda
4 3 (37.50%) AWS Step Functions
4 3 (37.50%) ChatGPT
4 3 (37.50%) Serverless
5 2 (25.00%) Azure Data Factory
5 2 (25.00%) Azure Machine Learning
5 2 (25.00%) GCP
6 1 (12.50%) Azure Key Vault
6 1 (12.50%) Azure Synapse Analytics
6 1 (12.50%) Vertex AI
Database & Business Intelligence
1 3 (37.50%) Amazon Athena
1 3 (37.50%) Big Data
2 2 (25.00%) Data Lake
Development Applications
1 3 (37.50%) JIRA
2 1 (12.50%) MLflow
General
1 1 (12.50%) Public Sector
Job Titles
1 7 (87.50%) Data Scientist
2 1 (12.50%) Azure Data Engineer
2 1 (12.50%) Azure Engineer
2 1 (12.50%) Data Engineer
Libraries, Frameworks & Software Standards
1 5 (62.50%) Prophet
1 5 (62.50%) scikit-learn
1 5 (62.50%) XGBoost
2 4 (50.00%) NumPy
2 4 (50.00%) Pandas
2 4 (50.00%) PyTorch
3 3 (37.50%) Hugging Face
4 2 (25.00%) PySpark
5 1 (12.50%) Anaconda
5 1 (12.50%) BentoML
5 1 (12.50%) TensorFlow
Miscellaneous
1 1 (12.50%) Data Fabric
Processes & Methodologies
1 8 (100.00%) Machine Learning
2 7 (87.50%) Data Engineering
2 7 (87.50%) Data Science
3 5 (62.50%) Random Forest
4 4 (50.00%) Actionable Insight
4 4 (50.00%) ARIMA
4 4 (50.00%) Decision Tree
4 4 (50.00%) DevOps
4 4 (50.00%) LLM
4 4 (50.00%) Logistic Regression
4 4 (50.00%) Use Case
5 3 (37.50%) A/B Testing
5 3 (37.50%) Agile
5 3 (37.50%) Clean Code
5 3 (37.50%) Data Privacy
5 3 (37.50%) OCR
5 3 (37.50%) Performance Metrics
5 3 (37.50%) Scrum
5 3 (37.50%) Statistical Analysis
5 3 (37.50%) Time Series Forecasting
Programming Languages
1 7 (87.50%) Python
2 3 (37.50%) SQL
Qualifications
1 1 (12.50%) Azure Certification
1 1 (12.50%) Security Cleared
Quality Assurance & Compliance
1 3 (37.50%) GDPR
Systems Management
1 1 (12.50%) Kubeflow
Vendors
1 3 (37.50%) Sage
2 2 (25.00%) Databricks
3 1 (12.50%) Dataiku
3 1 (12.50%) DataRobot