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 16 February 2026, with comparisons to the same periods in the previous two years.

6 months to
16 Feb 2026
Same period 2025 Same period 2024
Rank 569 382 514
Rank change year-on-year -187 +132 +194
Permanent jobs citing Statistical Modelling 98 341 289
As % of all permanent jobs in the UK 0.15% 0.69% 0.39%
As % of the Processes & Methodologies category 0.18% 0.75% 0.44%
Number of salaries quoted 49 145 150
10th Percentile - £25,000 £46,306
25th Percentile £35,000 £25,313 £50,172
Median annual salary (50th Percentile) £50,000 £55,000 £57,500
Median % change year-on-year -9.09% -4.35% +4.55%
75th Percentile £66,250 £76,250 £72,433
90th Percentile £76,750 £93,250 £96,539
UK excluding London median annual salary £46,195 £45,000 £55,000
% change year-on-year +2.66% -18.18% +22.22%

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 53,402 45,552 66,177
As % of all permanent jobs advertised in the UK 79.39% 92.32% 88.33%
Number of salaries quoted 31,913 22,134 51,281
10th Percentile £29,000 £34,934 £29,490
25th Percentile £38,000 £46,250 £40,000
Median annual salary (50th Percentile) £55,000 £60,350 £55,000
Median % change year-on-year -8.86% +9.73% -12.00%
75th Percentile £76,000 £81,250 £75,000
90th Percentile £96,250 £102,500 £95,000
UK excluding London median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +10.00% -8.90%

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 16 February 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 16 February 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 -145 92 £52,500 -12.50% 49
London -16 49 £51,250 -29.31% 16
UK excluding London -149 47 £46,195 +2.66% 42
Work from Home -109 32 £51,250 +13.89% 13
Midlands -18 14 £55,000 +22.22% 9
North of England -54 12 £62,500 +143.90% 9
East Midlands -16 8 £40,000 -51.52% 6
South East -48 8 £40,000 -38.46% 18
East of England +23 6 £40,000 - 2
West Midlands -3 6 £56,250 +25.00% 3
Wales +2 5 £40,000 -
North West -7 5 £67,500 +66.67% 4
Yorkshire -51 5 £47,000 +83.41% 4
North East -2 2 £62,500 - 1
South West -33 2 - - 3

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 6 (6.12%) Apache Spark
2 2 (2.04%) Apache Airflow
3 1 (1.02%) SAS
Applications
1 24 (24.49%) Microsoft Excel
2 4 (4.08%) Spreadsheet
3 1 (1.02%) Microsoft Office
3 1 (1.02%) Microsoft PowerPoint
Cloud Services
1 22 (22.45%) Power Platform
2 19 (19.39%) Azure
3 13 (13.27%) AWS
4 9 (9.18%) Azure Machine Learning
5 7 (7.14%) GCP
6 1 (1.02%) Amazon SageMaker
6 1 (1.02%) AWS Lambda
6 1 (1.02%) Google Analytics
6 1 (1.02%) Microsoft 365
6 1 (1.02%) PowerApps
6 1 (1.02%) SaaS
6 1 (1.02%) Serverless
Communications & Networking
1 1 (1.02%) LTE
1 1 (1.02%) Software-Defined Radio
1 1 (1.02%) Wi-Fi
1 1 (1.02%) Wireless
Database & Business Intelligence
1 53 (54.08%) Tableau
2 22 (22.45%) Power BI
3 15 (15.31%) Data Mining
4 7 (7.14%) Power Query
5 4 (4.08%) Big Data
5 4 (4.08%) Data Warehouse
5 4 (4.08%) Hadoop
6 1 (1.02%) Amazon Redshift
6 1 (1.02%) KDB
6 1 (1.02%) RDBMS
6 1 (1.02%) Relational Database
6 1 (1.02%) Spotfire
6 1 (1.02%) SQL Server
6 1 (1.02%) SQL Server Analysis Services
6 1 (1.02%) SQL Server Integration Services
6 1 (1.02%) SQL Server Reporting Services
General
1 77 (78.57%) Analytical Skills
2 58 (59.18%) Finance
3 34 (34.69%) Social Skills
4 30 (30.61%) Banking
4 30 (30.61%) Financial Institution
4 30 (30.61%) Inclusion and Diversity
5 5 (5.10%) Marketing
6 4 (4.08%) Public Sector
7 3 (3.06%) Spanish Language
8 2 (2.04%) Organisational Skills
8 2 (2.04%) Social Housing
9 1 (1.02%) Law
9 1 (1.02%) Legal
9 1 (1.02%) Manufacturing
Job Titles
1 44 (44.90%) Analyst
2 37 (37.76%) Data Analyst
3 15 (15.31%) Data Scientist
4 13 (13.27%) Trainee
5 9 (9.18%) Machine Learning Engineer
5 9 (9.18%) Operations Engineer
6 5 (5.10%) Customer Analyst
6 5 (5.10%) Developer
6 5 (5.10%) Senior
7 4 (4.08%) Artificial Intelligence Developer
7 4 (4.08%) Business Intelligence Analyst
7 4 (4.08%) Data Science Developer
8 3 (3.06%) Business Intelligence Data Analyst
8 3 (3.06%) Lead
9 2 (2.04%) Administrator
9 2 (2.04%) Business Data Analyst
9 2 (2.04%) Data Engineer
9 2 (2.04%) Product Lead
9 2 (2.04%) Senior Analyst
9 2 (2.04%) Senior Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 8 (8.16%) PyTorch
2 7 (7.14%) scikit-learn
2 7 (7.14%) TensorFlow
3 6 (6.12%) Pandas
4 5 (5.10%) NumPy
5 4 (4.08%) Matplotlib
5 4 (4.08%) Seaborn
6 2 (2.04%) PySpark
7 1 (1.02%) React
7 1 (1.02%) SciPy
7 1 (1.02%) XGBoost
7 1 (1.02%) ZeroMQ
Miscellaneous
1 31 (31.63%) Self-Motivation
2 21 (21.43%) Algorithms
3 5 (5.10%) FMCG
4 3 (3.06%) Management Information System
5 2 (2.04%) Product Ownership
6 1 (1.02%) AI Agents
6 1 (1.02%) Credit Risk
6 1 (1.02%) Derivative
6 1 (1.02%) Equity Derivative
6 1 (1.02%) Foreign Exchange (FX)
6 1 (1.02%) FPGA
6 1 (1.02%) Greenfield Project
Processes & Methodologies
1 84 (85.71%) Data Science
2 63 (64.29%) AI
3 62 (63.27%) Analytics
4 61 (62.24%) Data Analysis
5 57 (58.16%) Problem-Solving
6 50 (51.02%) Machine Learning
6 50 (51.02%) Mathematics
7 47 (47.96%) Business Intelligence
8 41 (41.84%) Statistics
9 36 (36.73%) Decision-Making
10 33 (33.67%) Business Strategy
11 32 (32.65%) Visualisation
12 31 (31.63%) Portfolio Management
12 31 (31.63%) Stress Testing
13 30 (30.61%) Asset Management
13 30 (30.61%) Migration
13 30 (30.61%) Risk Analytics
13 30 (30.61%) Risk Management
13 30 (30.61%) Scenario Testing
13 30 (30.61%) Workflow
Programming Languages
1 86 (87.76%) Python
2 51 (52.04%) SQL
3 15 (15.31%) R
4 2 (2.04%) C++
4 2 (2.04%) VBA
5 1 (1.02%) C
5 1 (1.02%) Data Analysis Expressions
Qualifications
1 42 (42.86%) Degree
2 30 (30.61%) Numerate Degree
3 3 (3.06%) DBS Check
4 2 (2.04%) Azure Certification
4 2 (2.04%) Master's Degree
4 2 (2.04%) Microsoft Certification
5 1 (1.02%) CBAP
Quality Assurance & Compliance
1 54 (55.10%) Data Quality
2 5 (5.10%) GDPR
3 2 (2.04%) Actionable Recommendations
4 1 (1.02%) Accessibility
4 1 (1.02%) Disclosure Scotland
4 1 (1.02%) QA
Vendors
1 30 (30.61%) Alteryx
1 30 (30.61%) Bloomberg
2 18 (18.37%) Microsoft
3 4 (4.08%) Google
4 2 (2.04%) Civica
4 2 (2.04%) Northgate
4 2 (2.04%) Orchard
5 1 (1.02%) Oracle
5 1 (1.02%) Pega
5 1 (1.02%) TIBCO