Hybrid/Remote Predictive Modelling Contract Job Trends

Predictive Modelling
UK > Work from Home

The table below provides summary statistics and contractor rates for remote or hybrid contract work requiring Predictive Modelling skills. It covers contract job vacancies from the 6 months leading up to 11 June 2026, with comparisons to the same periods in the previous two years.

6 months to
11 Jun 2026
Same period 2025 Same period 2024
Rank 324 288 319
Rank change year-on-year -36 +31 +120
Contract jobs citing Predictive Modelling 28 15 19
As % of all contract jobs with remote/hybrid work options 0.22% 0.16% 0.13%
As % of the Processes & Methodologies category 0.25% 0.17% 0.15%
Number of daily rates quoted 21 8 14
10th Percentile £371 £379 £353
25th Percentile £475 £447 £413
Median daily rate (50th Percentile) £600 £550 £488
Median % change year-on-year +9.09% +12.82% -2.50%
75th Percentile £638 £669 £547
90th Percentile £738 £700 £558
UK median daily rate £500 £525 £500
% change year-on-year -4.76% +5.00% -4.76%

All Process & Methodology Skills
Work from Home

Predictive Modelling 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 11,315 8,821 12,907
As % of all contract jobs with a WFH option 89.10% 91.36% 87.35%
Number of daily rates quoted 7,250 6,019 8,691
10th Percentile £350 £325 £325
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £518 £513 £525
Median % change year-on-year +0.98% -2.38% -2.78%
75th Percentile £623 £631 £638
90th Percentile £725 £763 £750
UK median daily rate £513 £508 £525
% change year-on-year +0.99% -3.33% -4.55%
Number of hourly rates quoted 598 220 575
10th Percentile £17.51 £13.75 £14.93
25th Percentile £32.44 £18.43 £23.88
Median hourly rate £57.50 £35.95 £43.00
Median % change year-on-year +59.97% -16.41% -18.10%
75th Percentile £71.43 £66.00 £60.00
90th Percentile £85.00 £75.25 £74.30
UK median hourly rate £43.96 £27.28 £36.50
% change year-on-year +61.14% -25.26% +1.39%

Predictive Modelling
Job Vacancy Trend for Remote/Hybrid Jobs

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

Predictive Modelling job vacancy trend for remote/hybrid jobs

Predictive Modelling
Daily Rate Trend for Remote/Hybrid Jobs

Contractor daily rate distribution trend for jobs with remote/hybrid work options citing Predictive Modelling.

Contractor daily rate distribution trend for jobs with remote/hybrid work options citing Predictive Modelling

Predictive Modelling
Daily Rate Histogram for Remote/Hybrid Jobs

Daily rate distribution for jobs with remote/hybrid work options citing Predictive Modelling over the 6 months to 11 June 2026.

Predictive Modelling daily rate histogram for jobs with remote/hybrid work options

Predictive Modelling
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:

Application Platforms
1 2 (7.14%) SAS
2 1 (3.57%) Apache Spark
Applications
1 1 (3.57%) Chatbot
Business Applications
1 1 (3.57%) NEC Housing
1 1 (3.57%) ResourceLink
Cloud Services
1 10 (35.71%) Power Platform
2 5 (17.86%) AWS
2 5 (17.86%) Azure
2 5 (17.86%) GCP
3 1 (3.57%) Amazon SageMaker
3 1 (3.57%) Cloud Computing
3 1 (3.57%) Google Gemini
3 1 (3.57%) IBM Watson
3 1 (3.57%) LangSmith
3 1 (3.57%) Vertex AI
Database & Business Intelligence
1 10 (35.71%) Power BI
1 10 (35.71%) Tableau
2 6 (21.43%) Looker
2 6 (21.43%) Mixpanel
3 4 (14.29%) Big Data
4 2 (7.14%) Base SAS
4 2 (7.14%) Data Mining
4 2 (7.14%) Data Warehouse
4 2 (7.14%) Hadoop
4 2 (7.14%) SAS Enterprise Guide
5 1 (3.57%) BigQuery
5 1 (3.57%) Neo4j
5 1 (3.57%) SQL Server
General
1 13 (46.43%) Analytical Skills
2 11 (39.29%) Finance
3 5 (17.86%) Social Skills
4 3 (10.71%) Banking
5 2 (7.14%) Investment Banking
5 2 (7.14%) Presentation Skills
5 2 (7.14%) Public Sector
6 1 (3.57%) Corporate Banking
6 1 (3.57%) Local Government
6 1 (3.57%) Marketing
6 1 (3.57%) Pharmaceutical
6 1 (3.57%) Retail
6 1 (3.57%) Retail Banking
6 1 (3.57%) Social Housing
Job Titles
1 17 (60.71%) Data Scientist
2 5 (17.86%) Senior
2 5 (17.86%) Senior Data Scientist
3 3 (10.71%) Data Engineer
4 2 (7.14%) Analyst
4 2 (7.14%) Lead
4 2 (7.14%) Lead Data Scientist
4 2 (7.14%) SAS Engineer
5 1 (3.57%) Analytics Manager
5 1 (3.57%) Artificial Intelligence Engineer
5 1 (3.57%) Data Analytics Manager
5 1 (3.57%) Data Manager
5 1 (3.57%) Data Science Engineer
5 1 (3.57%) Developer
5 1 (3.57%) Insight Analyst
5 1 (3.57%) Machine Learning Scientist
5 1 (3.57%) Product Analyst
5 1 (3.57%) Senior Analyst
5 1 (3.57%) Senior Insight Analyst
Libraries, Frameworks & Software Standards
1 4 (14.29%) Pandas
1 4 (14.29%) PyTorch
1 4 (14.29%) scikit-learn
1 4 (14.29%) TensorFlow
2 3 (10.71%) NumPy
3 1 (3.57%) A2A Protocol
3 1 (3.57%) GraphX
3 1 (3.57%) LangChain
3 1 (3.57%) LangGraph
3 1 (3.57%) Matplotlib
3 1 (3.57%) Model Context Protocol
3 1 (3.57%) NetworkX
3 1 (3.57%) pgvector
3 1 (3.57%) Plotly
3 1 (3.57%) PySpark
3 1 (3.57%) React
3 1 (3.57%) Seaborn
Miscellaneous
1 7 (25.00%) Algorithms
2 3 (10.71%) Credit Risk
3 1 (3.57%) AI Agents
3 1 (3.57%) Analytical Mindset
3 1 (3.57%) Data Protection Act
3 1 (3.57%) Distributed Computing
3 1 (3.57%) Distributed Denial-of-Service
3 1 (3.57%) Fixed Income
3 1 (3.57%) Freedom of Information
3 1 (3.57%) Management Information System
3 1 (3.57%) Mashup
3 1 (3.57%) Omics
3 1 (3.57%) Renewable Energy
3 1 (3.57%) Synthetic Data
Processes & Methodologies
1 22 (78.57%) Machine Learning
2 21 (75.00%) Data Science
3 14 (50.00%) Visualisation
4 13 (46.43%) Analytics
5 12 (42.86%) Business Intelligence
6 11 (39.29%) Statistical Analysis
7 10 (35.71%) Data Analysis
7 10 (35.71%) Data Visualisation
8 8 (28.57%) Data Modelling
8 8 (28.57%) Validation
9 7 (25.00%) A/B Testing
9 7 (25.00%) AI
9 7 (25.00%) Statistics
10 6 (21.43%) Data Analytics
10 6 (21.43%) Decision-Making
10 6 (21.43%) Feature Engineering
10 6 (21.43%) Fintech
10 6 (21.43%) Model Validation
10 6 (21.43%) Predictive Analysis
11 5 (17.86%) Exploratory Data Analysis
Programming Languages
1 23 (82.14%) Python
2 19 (67.86%) SQL
3 10 (35.71%) R
4 2 (7.14%) SAS Macro
5 1 (3.57%) C
5 1 (3.57%) TypeScript
Qualifications
1 3 (10.71%) Degree
2 1 (3.57%) DBS Check
2 1 (3.57%) Master's Degree
2 1 (3.57%) PhD
2 1 (3.57%) SC Cleared
2 1 (3.57%) Security Cleared
Quality Assurance & Compliance
1 2 (7.14%) Data Quality
2 1 (3.57%) GDPR
Systems Management
1 1 (3.57%) Istio
Vendors
1 6 (21.43%) Amplitude
2 4 (14.29%) Databricks
3 3 (10.71%) Google
4 1 (3.57%) Civica
4 1 (3.57%) Cognos
4 1 (3.57%) IBM
4 1 (3.57%) Microsoft
4 1 (3.57%) Northgate
4 1 (3.57%) Oracle
4 1 (3.57%) Pegasus
4 1 (3.57%) Sage
4 1 (3.57%) SAP
4 1 (3.57%) Workday