Statistical Modelling
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Statistical Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistical Modelling over the 6 months to 28 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
28 Apr 2024
Same period 2023 Same period 2022
Rank 627 671 753
Rank change year-on-year +44 +82 -57
Permanent jobs citing Statistical Modelling 283 313 500
As % of all permanent jobs advertised in the UK 0.29% 0.30% 0.32%
As % of the Processes & Methodologies category 0.34% 0.31% 0.34%
Number of salaries quoted 140 247 169
10th Percentile £42,500 £35,500 £42,333
25th Percentile £50,000 £37,000 £45,000
Median annual salary (50th Percentile) £57,500 £50,000 £60,000
Median % change year-on-year +15.00% -16.67% +1.27%
75th Percentile £71,546 £72,573 £73,000
90th Percentile £96,539 £82,500 £86,100
UK excluding London median annual salary £55,000 £40,000 £60,000
% change year-on-year +37.50% -33.33% +14.29%

All Process and Methodology Skills
UK

Statistical Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 84,360 99,485 147,504
As % of all permanent jobs advertised in the UK 85.99% 95.62% 95.58%
Number of salaries quoted 59,619 58,411 83,272
10th Percentile £29,000 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,500 £60,000
Median % change year-on-year -10.57% +2.50% +9.09%
75th Percentile £72,500 £82,500 £80,000
90th Percentile £92,500 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +9.38%

Statistical Modelling
Job Vacancy Trend

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

Job vacancy trend for Statistical Modelling in the UK

Statistical Modelling
Salary Trend

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

Salary trend for Statistical Modelling in the UK

Statistical Modelling
Salary Histogram

Salary distribution for jobs citing Statistical Modelling over the 6 months to 28 April 2024.

Salary histogram for Statistical Modelling in the UK

Statistical Modelling
Top 14 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 28 April 2024. 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 +82 261 £57,500 +7.48% 90
UK excluding London +18 226 £55,000 +37.50% 49
South East +107 109 £45,000 -35.71% 15
Work from Home +45 57 £55,000 -7.64% 38
Midlands -18 55 £57,500 +51.32% 5
London +85 52 £61,500 -10.64% 46
West Midlands +7 48 £57,500 +51.32% 1
North of England +31 28 £51,528 -3.69% 14
Yorkshire +92 21 £51,528 -0.43% 6
South West -56 16 £61,250 +11.60%
Scotland -57 13 £70,576 +75.94% 5
North West +14 7 £60,000 -11.11% 7
East Midlands -11 7 £40,000 +14.29% 4
Wales +12 5 £51,528 - 5

Statistical 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 28 (9.89%) SAS
2 17 (6.01%) Apache Spark
3 16 (5.65%) Apache
4 1 (0.35%) Apache Airflow
4 1 (0.35%) Jupyter
4 1 (0.35%) Luigi
Applications
1 21 (7.42%) Microsoft Excel
2 4 (1.41%) Simulink
2 4 (1.41%) SPSS
2 4 (1.41%) Stateflow
3 2 (0.71%) EViews
3 2 (0.71%) Microsoft PowerPoint
Cloud Services
1 35 (12.37%) Azure
2 26 (9.19%) Power Platform
3 21 (7.42%) AWS
4 15 (5.30%) GCP
5 11 (3.89%) Azure Synapse Analytics
6 8 (2.83%) Cloud Computing
7 6 (2.12%) Snowflake
8 4 (1.41%) Vertex AI
9 3 (1.06%) Amazon S3
9 3 (1.06%) AWS Lambda
9 3 (1.06%) Serverless
10 1 (0.35%) Amazon SageMaker
10 1 (0.35%) Azure Data Factory
10 1 (0.35%) Azure Stack
10 1 (0.35%) Intacct
10 1 (0.35%) PowerApps
Communications & Networking
1 1 (0.35%) Internet
Database & Business Intelligence
1 26 (9.19%) Power BI
2 25 (8.83%) Tableau
3 13 (4.59%) Big Data
4 11 (3.89%) Data Warehouse
5 9 (3.18%) Data Mining
6 6 (2.12%) SQL Server
7 5 (1.77%) Amazon QuickSight
8 4 (1.41%) BusinessObjects
8 4 (1.41%) Text Mining
9 3 (1.06%) Amazon Athena
10 2 (0.71%) Azure SQL Data Warehouse
10 2 (0.71%) Data Lake
10 2 (0.71%) Oracle Database
11 1 (0.35%) Bigtable
11 1 (0.35%) CouchDB
11 1 (0.35%) Elasticsearch
11 1 (0.35%) Electronic Patient Records
11 1 (0.35%) Hadoop
11 1 (0.35%) Redis
11 1 (0.35%) Relational Database
General
1 126 (44.52%) Inclusion and Diversity
2 76 (26.86%) Social Skills
3 63 (22.26%) Finance
4 59 (20.85%) Analytical Skills
5 42 (14.84%) Banking
6 24 (8.48%) Retail
7 23 (8.13%) Games
8 22 (7.77%) Presentation Skills
9 13 (4.59%) Law
10 9 (3.18%) Retail Finance
11 6 (2.12%) Marketing
12 3 (1.06%) Influencing Skills
12 3 (1.06%) Local Government
12 3 (1.06%) Manufacturing
13 2 (0.71%) Telecoms
14 1 (0.35%) Advertising
14 1 (0.35%) Legal
14 1 (0.35%) Organisational Skills
Job Titles
1 177 (62.54%) Data Scientist
2 81 (28.62%) Senior
3 77 (27.21%) Analyst
4 54 (19.08%) Senior Analyst
5 33 (11.66%) Senior Data Scientist
6 26 (9.19%) Data Analyst
7 23 (8.13%) Senior Data Analyst
8 12 (4.24%) Computer Scientist
8 12 (4.24%) Research Scientist
9 11 (3.89%) Junior
9 11 (3.89%) Qualitative Analyst
9 11 (3.89%) Quantitative Analyst
10 9 (3.18%) Customer Analyst
10 9 (3.18%) Developer
10 9 (3.18%) Lead
10 9 (3.18%) Operations Analyst
10 9 (3.18%) Senior Operations Analyst
11 7 (2.47%) Lead Data Scientist
11 7 (2.47%) Systems Engineer
12 6 (2.12%) Data Manager
Libraries, Frameworks & Software Standards
1 24 (8.48%) Pandas
2 15 (5.30%) XGBoost
3 11 (3.89%) TensorFlow
4 10 (3.53%) PyTorch
5 5 (1.77%) ATL
5 5 (1.77%) Shiny
6 3 (1.06%) Keras
6 3 (1.06%) scikit-learn
7 2 (0.71%) .NET
7 2 (0.71%) .NET Framework
7 2 (0.71%) AngularJS
7 2 (0.71%) ASP.NET
7 2 (0.71%) CSS
7 2 (0.71%) CSS3
7 2 (0.71%) Entity Framework
7 2 (0.71%) HTML
7 2 (0.71%) HTML5
7 2 (0.71%) React
7 2 (0.71%) Sass
7 2 (0.71%) Vue
Miscellaneous
1 138 (48.76%) Algorithms
2 24 (8.48%) Credit Risk
3 22 (7.77%) Data Structures
4 10 (3.53%) Self-Motivation
5 9 (3.18%) Video\Live Streaming
5 9 (3.18%) Virtual Reality
6 8 (2.83%) Management Information System
7 7 (2.47%) Onboarding
8 4 (1.41%) Robotics
9 3 (1.06%) Cloud Native
9 3 (1.06%) Data Protection Act
10 2 (0.71%) Client/Server
10 2 (0.71%) Equities
10 2 (0.71%) Hedge funds
11 1 (0.35%) Analytical Mindset
11 1 (0.35%) Derivative
11 1 (0.35%) Educational Technology
11 1 (0.35%) Fixed Income
11 1 (0.35%) Freedom of Information
11 1 (0.35%) NHS
Operating Systems
1 2 (0.71%) Windows
1 2 (0.71%) Windows Vista
Processes & Methodologies
1 213 (75.27%) Data Science
2 182 (64.31%) Mathematics
3 174 (61.48%) Decision-Making
4 156 (55.12%) Computer Science
5 149 (52.65%) Data Analysis
6 142 (50.18%) Mentoring
6 142 (50.18%) Problem-Solving
7 135 (47.70%) Coaching
8 122 (43.11%) Cybersecurity
8 122 (43.11%) Digital Forensics
8 122 (43.11%) Red Team
9 87 (30.74%) Machine Learning
10 81 (28.62%) Analytics
11 50 (17.67%) Statistics
12 44 (15.55%) Actionable Insight
13 43 (15.19%) Agile
14 39 (13.78%) Validation
15 37 (13.07%) Artificial Intelligence
15 37 (13.07%) Business Intelligence
16 32 (11.31%) Natural Language Processing
Programming Languages
1 131 (46.29%) Python
2 95 (33.57%) SQL
3 49 (17.31%) R
4 14 (4.95%) C#
5 12 (4.24%) C++
6 10 (3.53%) MATLAB
7 4 (1.41%) Java
8 3 (1.06%) Data Analysis Expressions
9 2 (0.71%) JavaScript
9 2 (0.71%) Julia
9 2 (0.71%) PHP
9 2 (0.71%) T-SQL
9 2 (0.71%) TypeScript
10 1 (0.35%) Scala
10 1 (0.35%) VBA
Qualifications
1 203 (71.73%) Degree
2 21 (7.42%) Master's Degree
2 21 (7.42%) PhD
3 8 (2.83%) Security Cleared
4 5 (1.77%) Numerate Degree
5 4 (1.41%) BPSS Clearance
6 3 (1.06%) AWS Certification
6 3 (1.06%) AWS Certified Solutions Architect
6 3 (1.06%) Computer Science Degree
7 2 (0.71%) DBS Check
Quality Assurance & Compliance
1 18 (6.36%) CRD IV
2 15 (5.30%) IFRS
2 15 (5.30%) IFRS 9
3 9 (3.18%) QA
4 6 (2.12%) Data Quality
5 3 (1.06%) ISO/IEC 27001
6 2 (0.71%) Actionable Recommendations
6 2 (0.71%) GDPR
7 1 (0.35%) Basel III
System Software
1 5 (1.77%) Docker
Systems Management
1 3 (1.06%) Kubernetes
Vendors
1 24 (8.48%) Microsoft
2 17 (6.01%) Databricks
3 16 (5.65%) Alteryx
4 10 (3.53%) Google
5 4 (1.41%) OpenAI
6 3 (1.06%) Oracle
7 2 (0.71%) Cognos
8 1 (0.35%) Dataiku
8 1 (0.35%) Sage