Hybrid/Remote CRISP-DM Contract Job Trends

Cross Industry Standard Process for Data Mining (CRISP-DM)
UK > Work from Home

The table below provides summary statistics and contractor rates for remote or hybrid contract work requiring CRISP-DM skills. It covers contract job vacancies from the 6 months leading up to 5 November 2025, with comparisons to the same periods in the previous two years.

6 months to
5 Nov 2025
Same period 2024 Same period 2023
Rank 321 322 -
Rank change year-on-year +1 - -
Contract jobs citing CRISP-DM 1 1 0
As % of all contract jobs with remote/hybrid work options 0.010% 0.008% -
As % of the Processes & Methodologies category 0.011% 0.009% -
Number of daily rates quoted 0 0 0
Median daily rate (50th Percentile) - - -
UK median daily rate - - -

All Process and Methodology Skills
Work from Home

CRISP-DM falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies with remote or hybrid options requiring process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 9,188 10,657 16,371
As % of all contract jobs with a WFH option 91.64% 87.95% 88.80%
Number of daily rates quoted 6,091 6,669 11,430
10th Percentile £325 £325 £350
25th Percentile £413 £413 £425
Median daily rate (50th Percentile) £513 £525 £528
Median % change year-on-year -2.38% -0.52% -4.05%
75th Percentile £625 £638 £650
90th Percentile £725 £744 £743
UK median daily rate £500 £525 £535
% change year-on-year -4.76% -1.87% -2.73%
Number of hourly rates quoted 315 203 396
10th Percentile £14.80 £17.65 £18.88
25th Percentile £20.50 £23.65 £26.25
Median hourly rate £37.28 £40.00 £52.50
Median % change year-on-year -6.80% -23.81% -2.78%
75th Percentile £64.75 £66.50 £70.00
90th Percentile £67.50 £74.90 £86.50
UK median hourly rate £25.15 £35.36 £44.50
% change year-on-year -28.87% -20.54% +27.14%

CRISP-DM
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of contract IT job postings citing CRISP-DM and offering remote or hybrid work options relative to all contract IT jobs advertised.

CRISP-DM job vacancy trend for remote/hybrid jobs

CRISP-DM
Co-Occurring Skills & Capabilities in Remote/Hybrid Jobs 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:

Cloud Services
1 1 (100.00%) Azure
1 1 (100.00%) Azure Machine Learning
1 1 (100.00%) Azure Synapse Analytics
1 1 (100.00%) Power Platform
Database & Business Intelligence
1 1 (100.00%) Power BI
Development Applications
1 1 (100.00%) MLflow
Job Titles
1 1 (100.00%) Data Scientist
1 1 (100.00%) Senior
1 1 (100.00%) Senior Data Scientist
Processes & Methodologies
1 1 (100.00%) A/B Testing
1 1 (100.00%) Agile
1 1 (100.00%) AI
1 1 (100.00%) Business Intelligence
1 1 (100.00%) CI/CD
1 1 (100.00%) Computer Science
1 1 (100.00%) Containerisation
1 1 (100.00%) Data Pipeline
1 1 (100.00%) Data Science
1 1 (100.00%) Experimental Design
1 1 (100.00%) ITIL
1 1 (100.00%) Mathematics
1 1 (100.00%) MLOps
1 1 (100.00%) Natural Language Processing
1 1 (100.00%) Performance Optimisation
1 1 (100.00%) Service Management
1 1 (100.00%) Software Engineering
1 1 (100.00%) Statistics
1 1 (100.00%) Thought Leadership
1 1 (100.00%) Time Series Forecasting
Programming Languages
1 1 (100.00%) Python
1 1 (100.00%) SQL
Qualifications
1 1 (100.00%) Degree
1 1 (100.00%) Master's Degree
1 1 (100.00%) PhD
Quality Assurance & Compliance
1 1 (100.00%) Data Quality
System Software
1 1 (100.00%) Docker
Systems Management
1 1 (100.00%) Kubernetes
Vendors
1 1 (100.00%) Databricks
1 1 (100.00%) Microsoft