Predictive Modelling Jobs

Predictive Modelling
UK

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

6 months to
6 May 2025
Same period 2024 Same period 2023
Rank 534 719 593
Rank change year-on-year +185 -126 +274
Permanent jobs citing Predictive Modelling 159 197 424
As % of all permanent jobs advertised in the UK 0.30% 0.20% 0.41%
As % of the Processes & Methodologies category 0.32% 0.23% 0.43%
Number of salaries quoted 102 115 176
10th Percentile £25,000 £38,750 -
25th Percentile £25,313 £50,000 £35,500
Median annual salary (50th Percentile) £47,500 £67,500 £46,250
Median % change year-on-year -29.63% +45.95% -22.92%
75th Percentile £74,721 £87,500 £66,563
90th Percentile £86,250 £98,750 £85,000
UK excluding London median annual salary £25,625 £65,000 £39,000
% change year-on-year -60.58% +66.67% -29.09%

All Process and Methodology Skills
UK

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

Permanent vacancies with a requirement for process or methodology skills 49,871 84,627 98,923
As % of all permanent jobs advertised in the UK 93.42% 85.89% 95.62%
Number of salaries quoted 26,694 59,744 58,120
10th Percentile £30,375 £29,000 £34,000
25th Percentile £42,500 £40,000 £45,000
Median annual salary (50th Percentile) £57,500 £55,000 £61,500
Median % change year-on-year +4.55% -10.57% +2.50%
75th Percentile £76,000 £72,500 £81,500
90th Percentile £98,474 £92,500 £100,000
UK excluding London median annual salary £52,500 £50,000 £55,000
% change year-on-year +5.00% -9.09% +4.76%

Predictive Modelling
Job Vacancy Trend

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

Job vacancy trend for Predictive Modelling in the UK

Predictive Modelling
Salary Trend

3-month moving average salary quoted in jobs citing Predictive Modelling.

Salary trend for Predictive Modelling in the UK

Predictive Modelling
Salary Histogram

Salary distribution for jobs citing Predictive Modelling over the 6 months to 6 May 2025.

Salary histogram for Predictive Modelling in the UK

Predictive Modelling
Top 15 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Modelling within the UK over the 6 months to 6 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +136 146 £47,500 -29.63% 283
Work from Home +177 108 £25,625 -43.06% 98
UK excluding London +215 95 £25,625 -60.58% 164
London +78 59 £56,500 -27.10% 156
South West +138 39 £25,625 -59.00% 13
North of England +70 25 £25,625 -42.25% 50
Yorkshire +92 18 £25,625 -36.27% 12
Scotland +133 11 £25,625 -74.42% 7
South East +83 11 £65,000 -7.14% 55
Midlands +41 7 £82,500 +50.00% 24
North West +11 7 £25,625 -65.83% 33
East Midlands +42 5 £82,500 +83.33% 12
West Midlands +38 2 - - 11
East of England +43 1 £40,000 -38.46% 17
Northern Ireland - 1 - - 2

Predictive Modelling
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 (1.89%) Apache Spark
2 2 (1.26%) SAS
3 1 (0.63%) Apache
Applications
1 17 (10.69%) Microsoft Excel
2 1 (0.63%) Spreadsheet
2 1 (0.63%) SPSS
2 1 (0.63%) SPSS Modeler
Business Applications
1 1 (0.63%) SAP S/4HANA
Cloud Services
1 25 (15.72%) AWS
2 19 (11.95%) Power Platform
3 18 (11.32%) Snowflake
4 16 (10.06%) Azure
5 13 (8.18%) Adobe Analytics
6 6 (3.77%) GCP
7 4 (2.52%) Azure Machine Learning
8 2 (1.26%) Amazon SageMaker
8 2 (1.26%) Azure Data Factory
8 2 (1.26%) Serverless
9 1 (0.63%) Amazon S3
9 1 (0.63%) AWS Lambda
9 1 (0.63%) Azure DevOps
9 1 (0.63%) Azure Functions
9 1 (0.63%) Azure Logic Apps
9 1 (0.63%) Azure Synapse Analytics
9 1 (0.63%) Cloud Computing
9 1 (0.63%) Microsoft Purview
9 1 (0.63%) Stitch
Database & Business Intelligence
1 78 (49.06%) Big Data
2 35 (22.01%) Tableau
3 19 (11.95%) Power BI
4 14 (8.81%) GIS
5 12 (7.55%) Data Lake
6 11 (6.92%) Relational Database
7 4 (2.52%) Data Warehouse
7 4 (2.52%) Looker
7 4 (2.52%) Power Query
8 1 (0.63%) Amazon Athena
8 1 (0.63%) Azure SQL Data Warehouse
8 1 (0.63%) Azure SQL Database
8 1 (0.63%) BigQuery
8 1 (0.63%) Data Mining
8 1 (0.63%) Data Vault
8 1 (0.63%) Parquet
8 1 (0.63%) SQL Server Reporting Services
Development Applications
1 11 (6.92%) Git
2 2 (1.26%) MLflow
3 1 (0.63%) JIRA
General
1 82 (51.57%) Finance
2 54 (33.96%) Analytical Skills
3 45 (28.30%) Social Skills
4 44 (27.67%) Banking
5 33 (20.75%) Inclusion and Diversity
6 19 (11.95%) Law
7 17 (10.69%) Presentation Skills
8 13 (8.18%) Marketing
9 8 (5.03%) Games
9 8 (5.03%) Influencing Skills
10 4 (2.52%) Retail
11 3 (1.89%) Legal
11 3 (1.89%) Manufacturing
11 3 (1.89%) Public Sector
12 2 (1.26%) Electronics
12 2 (1.26%) Financial Institution
13 1 (0.63%) Automotive
13 1 (0.63%) Front Office
13 1 (0.63%) Local Government
13 1 (0.63%) Telecoms
Job Titles
1 71 (44.65%) Analyst
2 58 (36.48%) Data Analyst
3 45 (28.30%) Data Scientist
4 27 (16.98%) Senior
5 17 (10.69%) Consultant
6 15 (9.43%) Analytics Consultant
7 14 (8.81%) GIS Consultant
7 14 (8.81%) Insight Analyst
7 14 (8.81%) Spatial Consultant
8 13 (8.18%) Data Insight Analyst
8 13 (8.18%) Insight Data Analyst
9 12 (7.55%) Senior Data Scientist
10 9 (5.66%) Principal Data Scientist
11 8 (5.03%) Lead
12 7 (4.40%) Data Engineer
12 7 (4.40%) Qualitative Analyst
12 7 (4.40%) Quantitative Analyst
13 5 (3.14%) Senior Analyst
14 4 (2.52%) Lead Data Engineer
15 3 (1.89%) Data Science Manager
Libraries, Frameworks & Software Standards
1 17 (10.69%) scikit-learn
2 15 (9.43%) TensorFlow
3 13 (8.18%) PySpark
4 11 (6.92%) Pandas
5 6 (3.77%) PyTorch
6 2 (1.26%) AWS CDK
6 2 (1.26%) CSS
6 2 (1.26%) Metaflow
6 2 (1.26%) NumPy
6 2 (1.26%) Plotly
6 2 (1.26%) Shiny
7 1 (0.63%) Keras
7 1 (0.63%) Matplotlib
7 1 (0.63%) Node.js
7 1 (0.63%) REST
7 1 (0.63%) Seaborn
7 1 (0.63%) SpaCy
7 1 (0.63%) XGBoost
Miscellaneous
1 45 (28.30%) Algorithms
2 23 (14.47%) Cyberattack
3 12 (7.55%) Credit Risk
4 8 (5.03%) Analytical Mindset
5 5 (3.14%) Renewable Energy
6 1 (0.63%) Clustering
6 1 (0.63%) Digital Media
6 1 (0.63%) Hedge funds
6 1 (0.63%) Housing Association
6 1 (0.63%) Pricing Data
Processes & Methodologies
1 128 (80.50%) Analytics
2 107 (67.30%) Visualisation
3 94 (59.12%) Statistics
4 92 (57.86%) Mathematics
5 76 (47.80%) Machine Learning
6 67 (42.14%) Data Science
6 67 (42.14%) Storytelling
7 63 (39.62%) Data Analytics
8 58 (36.48%) Problem-Solving
9 52 (32.70%) Statistical Modelling
10 47 (29.56%) Computer Science
11 46 (28.93%) Artificial Intelligence
11 46 (28.93%) Data Analysis
12 40 (25.16%) Data Extraction
13 33 (20.75%) Business Intelligence
14 28 (17.61%) Actionable Insight
14 28 (17.61%) Decision-Making
15 25 (15.72%) Exploratory Data Analysis
16 24 (15.09%) ETL
17 23 (14.47%) OpenUP
Programming Languages
1 116 (72.96%) SQL
2 78 (49.06%) Python
3 15 (9.43%) R
4 6 (3.77%) Data Analysis Expressions
5 4 (2.52%) Scala
6 2 (1.26%) JavaScript
7 1 (0.63%) C++
7 1 (0.63%) Java
Qualifications
1 97 (61.01%) Degree
2 25 (15.72%) Master's Degree
3 24 (15.09%) Numerate Degree
3 24 (15.09%) Security Cleared
4 23 (14.47%) DV Cleared
5 9 (5.66%) DBS Check
6 4 (2.52%) Computer Science Degree
7 1 (0.63%) Azure Certification
7 1 (0.63%) PhD
7 1 (0.63%) SC Cleared
Quality Assurance & Compliance
1 11 (6.92%) Data Quality
2 5 (3.14%) GDPR
3 4 (2.52%) Actionable Recommendations
3 4 (2.52%) ISO/IEC 27001
4 3 (1.89%) Accessibility
5 2 (1.26%) ISO 9001
6 1 (0.63%) MiFID
6 1 (0.63%) QA
System Software
1 3 (1.89%) Docker
Vendors
1 16 (10.06%) Microsoft
2 14 (8.81%) Alteryx
3 13 (8.18%) Adobe
4 12 (7.55%) Databricks
5 7 (4.40%) Omniture
6 3 (1.89%) Salesforce
7 2 (1.26%) SAP
8 1 (0.63%) Google
8 1 (0.63%) HubSpot