Predictive Modelling Contracts in England

Predictive Modelling
UK > England

The table below provides summary statistics for contract job vacancies advertised in England requiring Predictive Modelling skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Predictive Modelling over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 421 486 618
Rank change year-on-year +65 +132 +82
Contract jobs citing Predictive Modelling 64 56 35
As % of all contract jobs advertised in England 0.26% 0.15% 0.069%
As % of the Processes & Methodologies category 0.29% 0.17% 0.077%
Number of daily rates quoted 39 43 20
10th Percentile £400 £388 £473
25th Percentile £456 £419 £475
Median daily rate (50th Percentile) £525 £525 £525
Median % change year-on-year - - -4.55%
75th Percentile £655 £575 £714
90th Percentile £700 £593 £825
UK median daily rate £525 £500 £525
% change year-on-year +5.00% -4.76% -
Number of hourly rates quoted 2 5 0
10th Percentile £51.75 - -
25th Percentile £52.50 £41.25 -
Median hourly rate £55.00 £45.00 -
Median % change year-on-year +22.22% - -
75th Percentile £57.50 £52.50 -
90th Percentile £58.25 £59.72 -
UK median hourly rate £55.00 £45.00 -
% change year-on-year +22.22% - -

All Process and Methodology Skills
England

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 requiring process or methodology skills in England.

Contract vacancies with a requirement for process or methodology skills 22,202 32,193 45,529
As % of all contract IT jobs advertised in England 91.16% 86.56% 90.24%
Number of daily rates quoted 14,534 21,105 31,969
10th Percentile £310 £300 £325
25th Percentile £413 £413 £445
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% +2.33%
75th Percentile £638 £650 £675
90th Percentile £750 £750 £765
UK median daily rate £520 £525 £550
% change year-on-year -0.95% -4.55% +4.76%
Number of hourly rates quoted 921 2,246 1,592
10th Percentile £14.42 £12.92 £10.87
25th Percentile £18.20 £16.01 £16.25
Median hourly rate £29.07 £36.00 £37.50
Median % change year-on-year -19.25% -4.00% +53.06%
75th Percentile £63.75 £60.00 £65.00
90th Percentile £75.00 £72.50 £75.00
UK median hourly rate £29.00 £35.65 £37.30
% change year-on-year -18.65% -4.42% +49.20%

Predictive Modelling
Job Vacancy Trend in England

Job postings citing Predictive Modelling as a proportion of all IT jobs advertised in England.

Job vacancy trend for Predictive Modelling in England

Predictive Modelling
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Predictive Modelling in England.

Daily rate trend for Predictive Modelling in England

Predictive Modelling
Daily Rate Histogram in England

Daily rate distribution for jobs citing Predictive Modelling in England over the 6 months to 1 May 2025.

Daily rate histogram for Predictive Modelling in England

Predictive Modelling
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Predictive Modelling in England.

Hourly rate trend for Predictive Modelling in England

Predictive Modelling
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Predictive Modelling within the England region over the 6 months to 1 May 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
London +52 48 £513 +2.50% 156
North of England +18 6 £465 -16.06% 27
North West +20 5 £465 -10.58% 20
South West +48 4 £668 +24.19% 4
South East - 3 £365 - 44
Midlands +21 1 £475 +7.95% 8
Yorkshire +4 1 - - 5
East Midlands - 1 £475 - 4
Predictive Modelling
UK

Predictive Modelling
Co-occurring Skills and Capabilities in England 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 10 (15.63%) Apache Spark
2 2 (3.13%) Apache
3 1 (1.56%) Apache Airflow
3 1 (1.56%) Confluence
Applications
1 2 (3.13%) Microsoft Excel
Business Applications
1 1 (1.56%) Sparx Enterprise Architect
Cloud Services
1 18 (28.13%) AWS
2 13 (20.31%) Power Platform
3 7 (10.94%) Azure
4 5 (7.81%) GCP
5 4 (6.25%) Amazon MSK
5 4 (6.25%) Amazon S3
5 4 (6.25%) AWS Lambda
5 4 (6.25%) AWS Step Functions
5 4 (6.25%) Serverless
6 3 (4.69%) Amazon SageMaker
7 2 (3.13%) AWS Data Pipeline
7 2 (3.13%) Azure Machine Learning
7 2 (3.13%) GitHub
7 2 (3.13%) SaaS
8 1 (1.56%) Azure Data Factory
8 1 (1.56%) Collibra
8 1 (1.56%) dbt
8 1 (1.56%) Fivetran
8 1 (1.56%) Snowflake
Database & Business Intelligence
1 21 (32.81%) Tableau
2 13 (20.31%) Power BI
3 12 (18.75%) Big Data
3 12 (18.75%) Hadoop
4 11 (17.19%) Amazon Redshift
5 9 (14.06%) Data Warehouse
5 9 (14.06%) Relational Database
6 8 (12.50%) Data Mining
7 5 (7.81%) Data Mart
7 5 (7.81%) Data Vault
8 4 (6.25%) Amazon RDS
8 4 (6.25%) DynamoDB
8 4 (6.25%) Parquet
8 4 (6.25%) RDBMS
9 3 (4.69%) BigQuery
10 2 (3.13%) Amazon Athena
10 2 (3.13%) Data Lake
10 2 (3.13%) Spark SQL
11 1 (1.56%) Looker
11 1 (1.56%) Mixpanel
Development Applications
1 7 (10.94%) Git
2 5 (7.81%) JIRA
3 2 (3.13%) MLflow
4 1 (1.56%) ERwin
4 1 (1.56%) Jenkins
4 1 (1.56%) Visual Studio Code
General
1 26 (40.63%) Analytical Skills
2 19 (29.69%) Social Skills
3 14 (21.88%) Finance
4 8 (12.50%) Public Sector
5 5 (7.81%) Banking
5 5 (7.81%) Marketing
5 5 (7.81%) Retail
6 4 (6.25%) Presentation Skills
7 3 (4.69%) Corporate Banking
7 3 (4.69%) Investment Banking
7 3 (4.69%) Retail Banking
8 2 (3.13%) Financial Institution
8 2 (3.13%) Influencing Skills
8 2 (3.13%) Police
9 1 (1.56%) Advertising
9 1 (1.56%) Telecoms
Job Titles
1 27 (42.19%) Data Scientist
2 13 (20.31%) Data Engineer
3 12 (18.75%) Senior
4 8 (12.50%) Data Modeller
5 7 (10.94%) Architect
6 5 (7.81%) Analyst
6 5 (7.81%) Lead
6 5 (7.81%) Python Engineer
6 5 (7.81%) Solutions Architect
7 4 (6.25%) Python Data Engineer
7 4 (6.25%) Senior Data Scientist
7 4 (6.25%) ServiceNow Architect
8 3 (4.69%) AWS Data Engineer
8 3 (4.69%) AWS Engineer
8 3 (4.69%) Senior Architect
9 2 (3.13%) Consultant
9 2 (3.13%) Senior Data Engineer
9 2 (3.13%) ServiceNow Consultant
9 2 (3.13%) Technical Architect
9 2 (3.13%) Technical Consultant
Libraries, Frameworks & Software Standards
1 12 (18.75%) TensorFlow
2 7 (10.94%) Pandas
2 7 (10.94%) PyTorch
3 6 (9.38%) PySpark
3 6 (9.38%) scikit-learn
4 5 (7.81%) CSS
4 5 (7.81%) HTML
5 4 (6.25%) Apache Avro
5 4 (6.25%) JSON
5 4 (6.25%) Kafka
5 4 (6.25%) NumPy
6 3 (4.69%) Matplotlib
7 2 (3.13%) ADO
7 2 (3.13%) Node.js
7 2 (3.13%) XGBoost
8 1 (1.56%) D3.js
8 1 (1.56%) FastAPI
8 1 (1.56%) Loki
8 1 (1.56%) Plotly
8 1 (1.56%) Prophet
Miscellaneous
1 22 (34.38%) Algorithms
2 5 (7.81%) Distributed Computing
3 4 (6.25%) Multi-touch
4 2 (3.13%) Analytical Mindset
4 2 (3.13%) Hybrid Cloud
4 2 (3.13%) IoT
4 2 (3.13%) NHS
5 1 (1.56%) Credit Risk
5 1 (1.56%) Data Protection Act
5 1 (1.56%) Hedge funds
5 1 (1.56%) Product Ownership
5 1 (1.56%) SCADA
5 1 (1.56%) Taxonomies
5 1 (1.56%) Virtual Team
Operating Systems
1 2 (3.13%) Unix
Processes & Methodologies
1 40 (62.50%) Data Science
2 36 (56.25%) Machine Learning
3 26 (40.63%) Visualisation
4 25 (39.06%) Business Intelligence
5 24 (37.50%) Data Visualisation
6 19 (29.69%) Data Analysis
7 17 (26.56%) Data Modelling
7 17 (26.56%) Decision-Making
8 15 (23.44%) Agile
8 15 (23.44%) Analytics
8 15 (23.44%) Artificial Intelligence
8 15 (23.44%) ETL
9 14 (21.88%) Actionable Insight
9 14 (21.88%) Data Engineering
9 14 (21.88%) Problem-Solving
10 13 (20.31%) Statistics
11 12 (18.75%) Data Management
12 11 (17.19%) Computer Science
12 11 (17.19%) Statistical Modelling
13 10 (15.63%) Mathematics
Programming Languages
1 49 (76.56%) Python
2 36 (56.25%) SQL
3 13 (20.31%) R
4 8 (12.50%) Java
5 7 (10.94%) JavaScript
6 3 (4.69%) T-SQL
7 2 (3.13%) ANSI SQL
7 2 (3.13%) Lua
7 2 (3.13%) Perl
7 2 (3.13%) PHP
7 2 (3.13%) VBA
8 1 (1.56%) C++
8 1 (1.56%) MATLAB
8 1 (1.56%) PL/SQL
Qualifications
1 13 (20.31%) Degree
1 13 (20.31%) Security Cleared
2 7 (10.94%) Computer Science Degree
2 7 (10.94%) SC Cleared
3 3 (4.69%) DV Cleared
3 3 (4.69%) Master's Degree
4 1 (1.56%) ISEB
4 1 (1.56%) PhD
Quality Assurance & Compliance
1 6 (9.38%) Data Quality
2 3 (4.69%) GDPR
3 2 (3.13%) Accessibility
4 1 (1.56%) QA
System Software
1 1 (1.56%) Docker
Systems Management
1 1 (1.56%) Grafana
1 1 (1.56%) Terraform
Vendors
1 8 (12.50%) Databricks
2 5 (7.81%) ServiceNow
3 4 (6.25%) Microsoft
4 2 (3.13%) Google
5 1 (1.56%) Amplitude
5 1 (1.56%) Informatica
5 1 (1.56%) Oracle
5 1 (1.56%) Sparx
5 1 (1.56%) Spotify
5 1 (1.56%) TikTok