Statistical Modelling Job Trends

Statistical Modelling
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Statistical Modelling skills. It covers permanent job vacancies from the 6 months leading up to 10 April 2026, with comparisons to the same periods in the previous two years.

6 months to
10 Apr 2026
Same period 2025 Same period 2024
Rank 623 404 603
Rank change year-on-year -219 +199 +82
Permanent jobs citing Statistical Modelling 90 237 281
As % of all permanent jobs in the UK 0.11% 0.58% 0.30%
As % of the Processes & Methodologies category 0.14% 0.62% 0.35%
Number of salaries quoted 43 146 136
10th Percentile £35,000 £25,000 £45,875
25th Percentile £37,375 £25,313 £50,000
Median annual salary (50th Percentile) £52,500 £51,250 £57,500
Median % change year-on-year +2.44% -10.87% +15.00%
75th Percentile £66,250 £77,188 £72,433
90th Percentile £74,800 £97,500 £96,539
UK excluding London median annual salary £55,000 £40,250 £55,000
% change year-on-year +36.65% -26.82% +37.50%

All Process & Methodology Skills
UK

Statistical 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 63,393 38,022 79,332
As % of all permanent jobs advertised in the UK 76.08% 92.93% 86.08%
Number of salaries quoted 39,190 22,514 58,792
10th Percentile £30,000 £31,250 £29,008
25th Percentile £40,000 £42,500 £40,000
Median annual salary (50th Percentile) £57,500 £60,000 £55,000
Median % change year-on-year -4.17% +9.09% -10.57%
75th Percentile £77,500 £80,000 £72,500
90th Percentile £97,500 £102,500 £92,500
UK excluding London median annual salary £50,000 £53,688 £50,000
% change year-on-year -6.87% +7.38% -7.94%

Statistical Modelling
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing Statistical Modelling relative to all permanent IT jobs advertised.

Statistical Modelling job vacancy trend in the UK

Statistical Modelling
Salary Trend

Salary distribution trend for jobs in the UK citing Statistical Modelling.

Salary distribution trend for jobs in the UK citing Statistical Modelling

Statistical Modelling
Salary Histogram

Salary distribution for jobs citing Statistical Modelling over the 6 months to 10 April 2026.

Salary histogram for Statistical Modelling in the UK

Statistical 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 Statistical Modelling within the UK over the 6 months to 10 April 2026. 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 -163 86 £53,750 -10.42% 62
London -35 45 £52,500 -30.00% 32
UK excluding London -204 43 £55,000 +36.65% 32
Work from Home -59 34 £50,000 +11.11% 23
South East -48 15 £65,000 - 13
Midlands -57 15 £42,695 -5.12% 7
East Midlands -50 9 £40,000 -51.52% 2
West Midlands -26 6 £56,250 +40.63% 5
North of England -99 6 £62,500 +143.90% 6
Wales -31 3 £40,000 -42.03% 1
East of England -37 3 £80,000 - 4
Yorkshire -72 3 £62,500 +143.90% 4
North East - 2 £62,500 - 1
North West -46 1 - - 1
South West -68 1 - - 2

Statistical Modelling
Co-Occurring Skills & Capabilities 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 4 (4.44%) Apache Spark
2 1 (1.11%) Apache Airflow
Applications
1 18 (20.00%) Microsoft Excel
2 3 (3.33%) Spreadsheet
Cloud Services
1 21 (23.33%) Power Platform
2 15 (16.67%) Azure
3 9 (10.00%) Azure Machine Learning
4 8 (8.89%) AWS
4 8 (8.89%) GCP
5 5 (5.56%) Google Analytics
6 2 (2.22%) Amazon SageMaker
7 1 (1.11%) AWS Lambda
7 1 (1.11%) Microsoft 365
7 1 (1.11%) PowerApps
7 1 (1.11%) SaaS
7 1 (1.11%) Serverless
7 1 (1.11%) Snowflake
Communications & Networking
1 1 (1.11%) LTE
1 1 (1.11%) Software-Defined Radio
1 1 (1.11%) Wi-Fi
1 1 (1.11%) Wireless
Database & Business Intelligence
1 37 (41.11%) Tableau
2 21 (23.33%) Power BI
3 10 (11.11%) Power Query
4 8 (8.89%) Data Mining
5 4 (4.44%) BigQuery
6 3 (3.33%) Big Data
6 3 (3.33%) Data Warehouse
6 3 (3.33%) Hadoop
7 1 (1.11%) Amazon Redshift
7 1 (1.11%) DynamoDB
7 1 (1.11%) NoSQL
7 1 (1.11%) PostgreSQL
7 1 (1.11%) RDBMS
7 1 (1.11%) Relational Database
7 1 (1.11%) Semantic Layer
7 1 (1.11%) SQL Server
7 1 (1.11%) SQL Server Analysis Services
7 1 (1.11%) SQL Server Integration Services
7 1 (1.11%) SQL Server Reporting Services
7 1 (1.11%) TimescaleDB
Development Applications
1 1 (1.11%) Jenkins
General
1 64 (71.11%) Analytical Skills
2 42 (46.67%) Finance
3 35 (38.89%) Social Skills
4 23 (25.56%) Banking
4 23 (25.56%) Financial Institution
4 23 (25.56%) Inclusion and Diversity
5 7 (7.78%) Marketing
6 6 (6.67%) Manufacturing
7 4 (4.44%) Public Sector
8 3 (3.33%) Organisational Skills
8 3 (3.33%) Spanish Language
9 2 (2.22%) Law
9 2 (2.22%) Legal
9 2 (2.22%) Social Housing
10 1 (1.11%) Games
10 1 (1.11%) iGaming
10 1 (1.11%) Telecoms
Job Titles
1 40 (44.44%) Analyst
2 29 (32.22%) Data Analyst
3 12 (13.33%) Data Scientist
4 10 (11.11%) Machine Learning Engineer
5 9 (10.00%) Operations Engineer
6 7 (7.78%) Customer Analyst
6 7 (7.78%) Data Engineer
7 6 (6.67%) Trainee
8 4 (4.44%) Business Intelligence Analyst
8 4 (4.44%) Marketing Analyst
8 4 (4.44%) Marketing Analytics Analyst
8 4 (4.44%) Senior
8 4 (4.44%) Testing Analyst
8 4 (4.44%) Web Analyst
8 4 (4.44%) Web Analytics Analyst
8 4 (4.44%) Web Marketing Analyst
9 3 (3.33%) Artificial Intelligence Developer
9 3 (3.33%) Business Intelligence Data Analyst
9 3 (3.33%) Data Administrator
9 3 (3.33%) Data Science Developer
Libraries, Frameworks & Software Standards
1 6 (6.67%) PyTorch
1 6 (6.67%) TensorFlow
2 5 (5.56%) scikit-learn
3 4 (4.44%) NumPy
3 4 (4.44%) Pandas
4 3 (3.33%) Matplotlib
4 3 (3.33%) Seaborn
5 2 (2.22%) React
6 1 (1.11%) GStreamer
6 1 (1.11%) Laravel
6 1 (1.11%) SciPy
6 1 (1.11%) XGBoost
6 1 (1.11%) ZeroMQ
Miscellaneous
1 23 (25.56%) Self-Motivation
2 17 (18.89%) Algorithms
3 7 (7.78%) FMCG
4 4 (4.44%) Data Structures
5 2 (2.22%) 3D Printing
5 2 (2.22%) AI Agents
5 2 (2.22%) Management Information System
6 1 (1.11%) Cloud Native
6 1 (1.11%) FPGA
6 1 (1.11%) Hedge funds
6 1 (1.11%) IoT
6 1 (1.11%) Online Games
6 1 (1.11%) Product Ownership
Operating Systems
1 1 (1.11%) Linux
1 1 (1.11%) Unix
Processes & Methodologies
1 65 (72.22%) Data Science
2 54 (60.00%) Analytics
3 51 (56.67%) Problem-Solving
4 47 (52.22%) AI
5 44 (48.89%) Data Analysis
6 43 (47.78%) Machine Learning
7 42 (46.67%) Business Intelligence
8 35 (38.89%) Statistics
9 34 (37.78%) Mathematics
10 32 (35.56%) Decision-Making
11 30 (33.33%) Visualisation
12 26 (28.89%) Business Strategy
13 23 (25.56%) Asset Management
13 23 (25.56%) Migration
13 23 (25.56%) Portfolio Management
13 23 (25.56%) Risk Analytics
13 23 (25.56%) Risk Management
13 23 (25.56%) Scenario Testing
13 23 (25.56%) Stress Testing
13 23 (25.56%) Workflow
Programming Languages
1 68 (75.56%) Python
2 44 (48.89%) SQL
3 12 (13.33%) R
4 3 (3.33%) VBA
5 2 (2.22%) C++
6 1 (1.11%) C
6 1 (1.11%) Data Analysis Expressions
6 1 (1.11%) Shell Script
Qualifications
1 37 (41.11%) Degree
2 24 (26.67%) Numerate Degree
3 3 (3.33%) DBS Check
4 2 (2.22%) Azure Certification
4 2 (2.22%) Microsoft Certification
Quality Assurance & Compliance
1 45 (50.00%) Data Quality
2 6 (6.67%) GDPR
3 3 (3.33%) Actionable Recommendations
4 1 (1.11%) Accessibility
4 1 (1.11%) Disclosure Scotland
System Software
1 1 (1.11%) Docker
Systems Management
1 1 (1.11%) Kubernetes
Vendors
1 23 (25.56%) Alteryx
1 23 (25.56%) Bloomberg
2 11 (12.22%) Microsoft
3 7 (7.78%) Google
4 2 (2.22%) Civica
4 2 (2.22%) Northgate
4 2 (2.22%) Orchard
5 1 (1.11%) NVIDIA
5 1 (1.11%) Oracle