Logistic Regression Contract Job Trends

Logistic Regression
UK

The table below provides summary statistics and contractor rates for jobs requiring Logistic Regression skills. It covers vacancies from the 6 months leading up to 3 September 2025, with comparisons to the same periods in the previous two years.

6 months to
3 Sep 2025
Same period 2024 Same period 2023
Rank 544 532 640
Rank change year-on-year -12 +108 +216
Contract jobs citing Logistic Regression 9 18 11
As % of all contract jobs advertised in the UK 0.028% 0.047% 0.022%
As % of the Processes & Methodologies category 0.031% 0.055% 0.024%
Number of daily rates quoted 7 14 10
10th Percentile £263 £358 £699
25th Percentile £269 £429 £725
Median daily rate (50th Percentile) £425 £750 £750
Median % change year-on-year -43.33% - +41.78%
75th Percentile £588 £775 £1,100
90th Percentile £738 £801 -
UK excluding London median daily rate £270 £363 £750
% change year-on-year -25.52% -51.67% +143.51%

All Process and Methodology Skills
UK

Logistic 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 29,394 32,712 45,180
As % of all contract IT jobs advertised in the UK 90.43% 85.43% 89.17%
Number of daily rates quoted 18,277 20,538 30,871
10th Percentile £300 £310 £318
25th Percentile £402 £413 £425
Median daily rate (50th Percentile) £500 £525 £545
Median % change year-on-year -4.76% -3.67% -0.91%
75th Percentile £625 £638 £650
90th Percentile £725 £750 £750
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 1,760 1,592 1,529
10th Percentile £14.20 £14.16 £14.25
25th Percentile £17.30 £18.69 £18.83
Median hourly rate £25.15 £42.50 £41.50
Median % change year-on-year -40.82% +2.41% +43.55%
75th Percentile £47.03 £65.00 £65.00
90th Percentile £67.50 £75.00 £77.09
UK excluding London median hourly rate £22.63 £43.00 £37.50
% change year-on-year -47.37% +14.67% +64.19%

Logistic Regression
Job Vacancy Trend

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

Job vacancy trend for Logistic Regression in the UK

Logistic Regression
Daily Rate Trend

Contractor daily rate distribution trend for jobs in the UK citing Logistic Regression.

Contractor daily rate distribution trend for jobs in the UK citing Logistic Regression

Logistic Regression
Daily Rate Histogram

Daily rate distribution for jobs citing Logistic Regression over the 6 months to 3 September 2025.

Daily rate histogram for Logistic Regression in the UK

Logistic Regression
Hourly Rate Trend

Contractor hourly rate distribution trend for jobs in the UK citing Logistic Regression.

Contractor hourly rate distribution trend for jobs in the UK citing Logistic Regression

Logistic Regression
Top 7 Contract Job Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Logistic Regression within the UK over the 6 months to 3 September 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 -1 9 £425 -43.33% 13
UK excluding London +9 6 £270 -25.52% 11
Work from Home +8 4 £725 -3.33% 12
South East +26 3 £425 - 3
London +10 3 £725 -3.33% 3
North West - 3 £268 - 8
North of England - 3 £268 - 8

Logistic 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 3 (33.33%) Jupyter
Cloud Services
1 4 (44.44%) Amazon SageMaker
1 4 (44.44%) Azure
2 3 (33.33%) Amazon Bedrock
2 3 (33.33%) Amazon S3
2 3 (33.33%) AWS
2 3 (33.33%) AWS Lambda
2 3 (33.33%) AWS Step Functions
2 3 (33.33%) Azure DevOps
2 3 (33.33%) ChatGPT
2 3 (33.33%) Serverless
2 3 (33.33%) Vertex AI
3 1 (11.11%) Azure Data Factory
3 1 (11.11%) Azure Synapse Analytics
Database & Business Intelligence
1 3 (33.33%) Amazon Athena
1 3 (33.33%) Big Data
1 3 (33.33%) Hadoop
1 3 (33.33%) Impala
2 1 (11.11%) Data Lake
Development Applications
1 3 (33.33%) JIRA
2 1 (11.11%) MLflow
General
1 3 (33.33%) Finance
2 2 (22.22%) Retail
3 1 (11.11%) Banking
3 1 (11.11%) Public Sector
Job Titles
1 3 (33.33%) Analyst
1 3 (33.33%) Data Analyst
1 3 (33.33%) Data Scientist
2 2 (22.22%) Machine Learning Engineer
2 2 (22.22%) SQL Analyst
2 2 (22.22%) SQL Data Analyst
3 1 (11.11%) Azure Data Engineer
3 1 (11.11%) Azure Engineer
3 1 (11.11%) Data Engineer
Libraries, Frameworks & Software Standards
1 5 (55.56%) scikit-learn
2 4 (44.44%) PyTorch
3 3 (33.33%) Hugging Face
3 3 (33.33%) NumPy
3 3 (33.33%) Pandas
3 3 (33.33%) Prophet
3 3 (33.33%) XGBoost
4 2 (22.22%) Matplotlib
5 1 (11.11%) Anaconda
5 1 (11.11%) BentoML
5 1 (11.11%) TensorFlow
Miscellaneous
1 3 (33.33%) Self-Motivation
2 2 (22.22%) Algorithms
2 2 (22.22%) Data Structures
3 1 (11.11%) Data Fabric
Processes & Methodologies
1 7 (77.78%) Decision Tree
2 6 (66.67%) Machine Learning
3 5 (55.56%) Data Science
3 5 (55.56%) Random Forest
3 5 (55.56%) Time Series Forecasting
4 4 (44.44%) Data Engineering
4 4 (44.44%) Linear Regression
4 4 (44.44%) LLM
4 4 (44.44%) Use Case
5 3 (33.33%) A/B Testing
5 3 (33.33%) Agile
5 3 (33.33%) Analytics
5 3 (33.33%) Business Intelligence
5 3 (33.33%) Data Analytics
5 3 (33.33%) Data Privacy
5 3 (33.33%) DevOps
5 3 (33.33%) Natural Language Processing
5 3 (33.33%) Performance Analysis
5 3 (33.33%) Scrum
5 3 (33.33%) Statistical Analysis
Programming Languages
1 6 (66.67%) Python
1 6 (66.67%) SQL
2 3 (33.33%) R
Qualifications
1 1 (11.11%) Azure Certification
1 1 (11.11%) Security Cleared
Quality Assurance & Compliance
1 3 (33.33%) GDPR
Systems Management
1 1 (11.11%) Kubeflow
Vendors
1 3 (33.33%) Sage
2 1 (11.11%) Databricks
2 1 (11.11%) Dataiku
2 1 (11.11%) DataRobot