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 10 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
10 May 2024
Same period 2023 Same period 2022
Rank 622 684 733
Rank change year-on-year +62 +49 -7
Permanent jobs citing Statistical Modelling 288 302 523
As % of all permanent jobs advertised in the UK 0.29% 0.30% 0.33%
As % of the Processes & Methodologies category 0.34% 0.31% 0.35%
Number of salaries quoted 143 235 165
10th Percentile £42,500 £35,500 £42,500
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% +2.57%
75th Percentile £71,841 £72,647 £73,000
90th Percentile £96,539 £82,500 £87,500
UK excluding London median annual salary £55,000 £39,250 £60,000
% change year-on-year +40.13% -34.58% +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 84,917 96,578 150,488
As % of all permanent jobs advertised in the UK 85.59% 95.61% 95.67%
Number of salaries quoted 59,883 56,844 82,330
10th Percentile £29,008 £34,000 £33,515
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,190 £60,000
Median % change year-on-year -10.12% +1.98% +9.09%
75th Percentile £72,500 £81,250 £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 10 May 2024.

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 May 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 +83 267 £57,500 +14.68% 92
UK excluding London +20 229 £55,000 +40.13% 45
South East +99 110 £45,000 -35.71% 13
Work from Home +39 59 £55,000 -8.33% 36
Midlands -27 56 £57,500 +51.32% 9
London +71 54 £77,500 +12.61% 46
West Midlands -14 49 £57,500 +51.32% 4
North of England +44 28 £51,528 -3.69% 14
Yorkshire +89 21 £51,528 -3.69% 8
South West -54 17 £62,500 +13.88% 1
Scotland -55 13 £70,576 +75.94% 3
North West 0 7 £60,000 -7.69% 5
East Midlands -14 7 £40,000 +14.29% 5
Wales +4 4 £51,528 - 2
East of England +13 1 £57,500 +64.29% 3

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 31 (10.76%) SAS
2 18 (6.25%) Apache Spark
3 16 (5.56%) Apache
4 1 (0.35%) Apache Airflow
4 1 (0.35%) Jupyter
4 1 (0.35%) Luigi
Applications
1 21 (7.29%) Microsoft Excel
2 5 (1.74%) SPSS
3 4 (1.39%) Simulink
3 4 (1.39%) Stateflow
4 2 (0.69%) EViews
4 2 (0.69%) Microsoft PowerPoint
Cloud Services
1 35 (12.15%) Azure
2 27 (9.38%) Power Platform
3 21 (7.29%) AWS
4 15 (5.21%) GCP
5 10 (3.47%) Azure Synapse Analytics
6 8 (2.78%) Cloud Computing
7 5 (1.74%) Snowflake
8 4 (1.39%) Vertex AI
9 3 (1.04%) Amazon S3
9 3 (1.04%) AWS Lambda
9 3 (1.04%) Serverless
10 1 (0.35%) Amazon SageMaker
10 1 (0.35%) Azure Machine Learning
10 1 (0.35%) Intacct
10 1 (0.35%) PowerApps
Communications & Networking
1 1 (0.35%) Internet
Database & Business Intelligence
1 27 (9.38%) Power BI
2 25 (8.68%) Tableau
3 12 (4.17%) Big Data
4 11 (3.82%) Data Warehouse
5 9 (3.13%) Data Mining
6 5 (1.74%) Amazon QuickSight
7 4 (1.39%) BusinessObjects
7 4 (1.39%) SQL Server
7 4 (1.39%) Text Mining
8 3 (1.04%) Amazon Athena
9 2 (0.69%) Azure SQL Data Warehouse
9 2 (0.69%) Data Lake
9 2 (0.69%) Oracle Database
9 2 (0.69%) Power Query
10 1 (0.35%) Azure SQL Database
10 1 (0.35%) Bigtable
10 1 (0.35%) CouchDB
10 1 (0.35%) Elasticsearch
10 1 (0.35%) Hadoop
10 1 (0.35%) Redis
General
1 126 (43.75%) Inclusion and Diversity
2 79 (27.43%) Social Skills
3 65 (22.57%) Finance
4 60 (20.83%) Analytical Skills
5 42 (14.58%) Banking
6 23 (7.99%) Games
6 23 (7.99%) Retail
7 22 (7.64%) Presentation Skills
8 13 (4.51%) Law
9 9 (3.13%) Retail Finance
10 7 (2.43%) Marketing
11 5 (1.74%) Influencing Skills
11 5 (1.74%) Manufacturing
12 3 (1.04%) Local Government
13 2 (0.69%) Telecoms
14 1 (0.35%) Advertising
14 1 (0.35%) Legal
14 1 (0.35%) Organisational Skills
Job Titles
1 179 (62.15%) Data Scientist
2 81 (28.13%) Senior
3 80 (27.78%) Analyst
4 54 (18.75%) Senior Analyst
5 33 (11.46%) Senior Data Scientist
6 26 (9.03%) Data Analyst
7 23 (7.99%) Senior Data Analyst
8 12 (4.17%) Computer Scientist
8 12 (4.17%) Research Scientist
9 11 (3.82%) Qualitative Analyst
9 11 (3.82%) Quantitative Analyst
10 9 (3.13%) Customer Analyst
10 9 (3.13%) Developer
10 9 (3.13%) Junior
10 9 (3.13%) Lead
10 9 (3.13%) Operations Analyst
10 9 (3.13%) Senior Operations Analyst
11 7 (2.43%) Lead Data Scientist
11 7 (2.43%) Systems Engineer
12 6 (2.08%) Data Manager
Libraries, Frameworks & Software Standards
1 25 (8.68%) Pandas
2 14 (4.86%) XGBoost
3 12 (4.17%) TensorFlow
4 10 (3.47%) PyTorch
5 5 (1.74%) ATL
5 5 (1.74%) Shiny
6 4 (1.39%) scikit-learn
7 3 (1.04%) Keras
8 2 (0.69%) AngularJS
8 2 (0.69%) ASP.NET
8 2 (0.69%) ASP.NET Core
8 2 (0.69%) CSS
8 2 (0.69%) CSS3
8 2 (0.69%) Entity Framework
8 2 (0.69%) HTML
8 2 (0.69%) HTML5
8 2 (0.69%) React
8 2 (0.69%) Sass
8 2 (0.69%) Svelte
8 2 (0.69%) Vue
Miscellaneous
1 139 (48.26%) Algorithms
2 26 (9.03%) Credit Risk
3 22 (7.64%) Data Structures
4 10 (3.47%) Self-Motivation
5 9 (3.13%) Onboarding
5 9 (3.13%) Video\Live Streaming
5 9 (3.13%) Virtual Reality
6 8 (2.78%) Management Information System
7 4 (1.39%) Robotics
8 3 (1.04%) Cloud Native
8 3 (1.04%) Data Protection Act
8 3 (1.04%) Equities
9 2 (0.69%) Client/Server
9 2 (0.69%) Hedge funds
10 1 (0.35%) Analytical Mindset
10 1 (0.35%) Educational Technology
10 1 (0.35%) Freedom of Information
10 1 (0.35%) NHS
Operating Systems
1 2 (0.69%) Windows
1 2 (0.69%) Windows Vista
Processes & Methodologies
1 214 (74.31%) Data Science
2 185 (64.24%) Mathematics
3 179 (62.15%) Decision-Making
4 160 (55.56%) Computer Science
5 154 (53.47%) Data Analysis
6 145 (50.35%) Problem-Solving
7 141 (48.96%) Mentoring
8 136 (47.22%) Coaching
9 122 (42.36%) Cybersecurity
9 122 (42.36%) Digital Forensics
9 122 (42.36%) Red Team
10 87 (30.21%) Machine Learning
11 81 (28.13%) Analytics
12 53 (18.40%) Statistics
13 46 (15.97%) Actionable Insight
14 41 (14.24%) Agile
15 39 (13.54%) Validation
16 38 (13.19%) Artificial Intelligence
16 38 (13.19%) Business Intelligence
17 32 (11.11%) Natural Language Processing
Programming Languages
1 133 (46.18%) Python
2 99 (34.38%) SQL
3 51 (17.71%) R
4 13 (4.51%) C#
4 13 (4.51%) C++
5 12 (4.17%) MATLAB
6 6 (2.08%) Java
7 4 (1.39%) Data Analysis Expressions
8 3 (1.04%) VBA
9 2 (0.69%) JavaScript
9 2 (0.69%) Julia
9 2 (0.69%) PHP
9 2 (0.69%) T-SQL
9 2 (0.69%) TypeScript
Qualifications
1 206 (71.53%) Degree
2 21 (7.29%) Master's Degree
2 21 (7.29%) PhD
3 8 (2.78%) Security Cleared
4 7 (2.43%) Numerate Degree
5 4 (1.39%) BPSS Clearance
6 3 (1.04%) AWS Certification
6 3 (1.04%) AWS Certified Solutions Architect
6 3 (1.04%) Computer Science Degree
7 2 (0.69%) DBS Check
Quality Assurance & Compliance
1 18 (6.25%) CRD IV
2 15 (5.21%) IFRS
2 15 (5.21%) IFRS 9
3 9 (3.13%) QA
4 5 (1.74%) Data Quality
5 3 (1.04%) ISO/IEC 27001
6 2 (0.69%) Actionable Recommendations
6 2 (0.69%) GDPR
7 1 (0.35%) Basel III
System Software
1 5 (1.74%) Docker
Systems Management
1 3 (1.04%) Kubernetes
Vendors
1 25 (8.68%) Microsoft
2 16 (5.56%) Databricks
3 15 (5.21%) Alteryx
4 10 (3.47%) Google
5 4 (1.39%) OpenAI
6 3 (1.04%) Oracle
7 2 (0.69%) Cognos
8 1 (0.35%) Dataiku
8 1 (0.35%) Sage