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

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 616 689 753
Rank change year-on-year +73 +64 -38
Permanent jobs citing Statistical Modelling 286 297 546
As % of all permanent jobs advertised in the UK 0.29% 0.30% 0.34%
As % of the Processes & Methodologies category 0.34% 0.31% 0.35%
Number of salaries quoted 139 226 168
10th Percentile £42,500 £35,500 £42,249
25th Percentile £50,000 £36,813 £45,938
Median annual salary (50th Percentile) £57,500 £47,500 £60,000
Median % change year-on-year +21.05% -20.83% +2.57%
75th Percentile £72,433 £72,188 £72,625
90th Percentile £96,539 £82,801 £87,500
UK excluding London median annual salary £55,000 £39,000 £60,000
% change year-on-year +41.03% -35.00% +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 85,135 94,784 153,905
As % of all permanent jobs advertised in the UK 85.22% 95.58% 95.76%
Number of salaries quoted 59,872 55,911 82,488
10th Percentile £29,089 £34,000 £33,635
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,180 £60,000
Median % change year-on-year -10.10% +1.97% +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 18 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 18 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 +85 268 £57,500 +15.00% 100
UK excluding London +2 226 £55,000 +41.03% 51
South East +93 110 £45,000 -30.77% 22
London +73 56 £80,000 +16.24% 55
Work from Home +53 56 £55,000 -8.33% 55
Midlands -20 56 £57,500 +51.32% 11
West Midlands 0 49 £57,500 +51.32% 8
North of England +47 26 £51,528 +2.77% 12
Yorkshire +82 19 £51,528 -0.56% 4
South West -57 18 £62,500 +13.88% 1
Scotland -62 12 £70,576 +75.94% 1
North West +3 7 £60,000 -4.00% 5
East Midlands -7 7 £40,000 +14.29% 3
Wales +3 3 £51,528 - 2
East of England -1 1 £57,500 +64.29% 1

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 29 (10.14%) SAS
2 15 (5.24%) Apache Spark
3 13 (4.55%) Apache
4 2 (0.70%) Jupyter
5 1 (0.35%) Apache Airflow
5 1 (0.35%) Luigi
Applications
1 21 (7.34%) Microsoft Excel
2 6 (2.10%) SPSS
3 4 (1.40%) Simulink
3 4 (1.40%) Stateflow
4 2 (0.70%) EViews
4 2 (0.70%) Microsoft PowerPoint
Cloud Services
1 35 (12.24%) Azure
2 28 (9.79%) Power Platform
3 21 (7.34%) AWS
4 15 (5.24%) GCP
5 10 (3.50%) Azure Synapse Analytics
6 8 (2.80%) Cloud Computing
7 5 (1.75%) Snowflake
8 4 (1.40%) Vertex AI
9 3 (1.05%) Amazon S3
9 3 (1.05%) AWS Lambda
9 3 (1.05%) Serverless
10 2 (0.70%) Amazon SageMaker
11 1 (0.35%) Azure Machine Learning
11 1 (0.35%) Intacct
11 1 (0.35%) PowerApps
Communications & Networking
1 1 (0.35%) Internet
Database & Business Intelligence
1 28 (9.79%) Power BI
2 25 (8.74%) Tableau
3 12 (4.20%) Big Data
4 11 (3.85%) Data Warehouse
5 9 (3.15%) Data Mining
6 5 (1.75%) Amazon QuickSight
7 4 (1.40%) BusinessObjects
7 4 (1.40%) SQL Server
7 4 (1.40%) Text Mining
8 3 (1.05%) Amazon Athena
8 3 (1.05%) Power Query
9 2 (0.70%) Azure SQL Data Warehouse
9 2 (0.70%) Data Lake
9 2 (0.70%) Data Mart
9 2 (0.70%) Oracle Database
10 1 (0.35%) Bigtable
10 1 (0.35%) Elasticsearch
10 1 (0.35%) Electronic Patient Records
10 1 (0.35%) Relational Database
10 1 (0.35%) RethinkDB
General
1 126 (44.06%) Inclusion and Diversity
2 77 (26.92%) Social Skills
3 62 (21.68%) Finance
4 60 (20.98%) Analytical Skills
5 38 (13.29%) Banking
6 23 (8.04%) Games
7 20 (6.99%) Retail
8 19 (6.64%) Presentation Skills
9 13 (4.55%) Law
10 9 (3.15%) Retail Finance
11 8 (2.80%) Marketing
12 7 (2.45%) Influencing Skills
12 7 (2.45%) Manufacturing
13 3 (1.05%) Local Government
14 2 (0.70%) Telecoms
15 1 (0.35%) Advertising
15 1 (0.35%) Legal
15 1 (0.35%) Organisational Skills
Job Titles
1 178 (62.24%) Data Scientist
2 79 (27.62%) Analyst
3 78 (27.27%) Senior
4 51 (17.83%) Senior Analyst
5 33 (11.54%) Senior Data Scientist
6 26 (9.09%) Data Analyst
7 23 (8.04%) Senior Data Analyst
8 12 (4.20%) Computer Scientist
8 12 (4.20%) Research Scientist
9 11 (3.85%) Qualitative Analyst
9 11 (3.85%) Quantitative Analyst
10 9 (3.15%) Customer Analyst
10 9 (3.15%) Developer
10 9 (3.15%) Lead
10 9 (3.15%) Operations Analyst
10 9 (3.15%) Senior Operations Analyst
11 8 (2.80%) Junior
12 7 (2.45%) Lead Data Scientist
12 7 (2.45%) Systems Engineer
13 6 (2.10%) Junior Data Scientist
Libraries, Frameworks & Software Standards
1 24 (8.39%) Pandas
2 13 (4.55%) TensorFlow
2 13 (4.55%) XGBoost
3 10 (3.50%) PyTorch
4 5 (1.75%) ATL
4 5 (1.75%) Shiny
5 4 (1.40%) scikit-learn
6 3 (1.05%) Keras
7 2 (0.70%) .NET
7 2 (0.70%) .NET Framework
7 2 (0.70%) Anaconda
7 2 (0.70%) ASP.NET
7 2 (0.70%) ASP.NET Core
7 2 (0.70%) CSS
7 2 (0.70%) Entity Framework
7 2 (0.70%) HTML
7 2 (0.70%) HTML5
7 2 (0.70%) React
7 2 (0.70%) Svelte
7 2 (0.70%) Vue
Miscellaneous
1 139 (48.60%) Algorithms
2 23 (8.04%) Credit Risk
3 21 (7.34%) Data Structures
4 11 (3.85%) Onboarding
5 10 (3.50%) Self-Motivation
6 9 (3.15%) Video\Live Streaming
6 9 (3.15%) Virtual Reality
7 8 (2.80%) Management Information System
8 4 (1.40%) Robotics
9 3 (1.05%) Cloud Native
9 3 (1.05%) Data Protection Act
9 3 (1.05%) Equities
10 2 (0.70%) Client/Server
10 2 (0.70%) Hedge funds
11 1 (0.35%) Analytical Mindset
11 1 (0.35%) Educational Technology
11 1 (0.35%) Freedom of Information
11 1 (0.35%) NHS
Operating Systems
1 2 (0.70%) Windows
1 2 (0.70%) Windows Vista
Processes & Methodologies
1 212 (74.13%) Data Science
2 183 (63.99%) Mathematics
3 180 (62.94%) Decision-Making
4 162 (56.64%) Computer Science
5 155 (54.20%) Data Analysis
6 148 (51.75%) Problem-Solving
7 141 (49.30%) Mentoring
8 136 (47.55%) Coaching
9 122 (42.66%) Cybersecurity
9 122 (42.66%) Digital Forensics
9 122 (42.66%) Red Team
10 85 (29.72%) Machine Learning
11 78 (27.27%) Analytics
12 52 (18.18%) Statistics
13 47 (16.43%) Actionable Insight
14 39 (13.64%) Business Intelligence
15 37 (12.94%) Agile
16 36 (12.59%) Artificial Intelligence
17 35 (12.24%) Validation
18 32 (11.19%) Natural Language Processing
Programming Languages
1 129 (45.10%) Python
2 101 (35.31%) SQL
3 49 (17.13%) R
4 13 (4.55%) C#
4 13 (4.55%) C++
4 13 (4.55%) MATLAB
5 6 (2.10%) Java
6 5 (1.75%) Data Analysis Expressions
6 5 (1.75%) VBA
7 2 (0.70%) JavaScript
7 2 (0.70%) Julia
7 2 (0.70%) PHP
7 2 (0.70%) T-SQL
7 2 (0.70%) TypeScript
Qualifications
1 205 (71.68%) Degree
2 22 (7.69%) Master's Degree
3 21 (7.34%) PhD
4 7 (2.45%) Numerate Degree
4 7 (2.45%) Security Cleared
5 4 (1.40%) BPSS Clearance
6 3 (1.05%) AWS Certification
6 3 (1.05%) AWS Certified Solutions Architect
6 3 (1.05%) Computer Science Degree
7 2 (0.70%) DBS Check
Quality Assurance & Compliance
1 15 (5.24%) CRD IV
2 12 (4.20%) IFRS
2 12 (4.20%) IFRS 9
3 9 (3.15%) QA
4 5 (1.75%) Data Quality
5 3 (1.05%) ISO/IEC 27001
6 2 (0.70%) Actionable Recommendations
6 2 (0.70%) GDPR
7 1 (0.35%) Basel III
System Software
1 5 (1.75%) Docker
Systems Management
1 3 (1.05%) Kubernetes
Vendors
1 26 (9.09%) Microsoft
2 16 (5.59%) Databricks
3 15 (5.24%) Alteryx
4 10 (3.50%) Google
5 4 (1.40%) OpenAI
6 3 (1.05%) Oracle
7 2 (0.70%) Cognos
8 1 (0.35%) Dataiku
8 1 (0.35%) Sage