Analytical Modelling
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Analytical Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Modelling over the 6 months to 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 838 832 1061
Rank change year-on-year -6 +229 -201
Permanent jobs citing Analytical Modelling 58 138 171
As % of all permanent jobs advertised in the UK 0.059% 0.13% 0.11%
As % of the Processes & Methodologies category 0.069% 0.14% 0.12%
Number of salaries quoted 35 68 52
10th Percentile £42,500 £45,175 £37,500
25th Percentile £51,151 £50,752 £42,500
Median annual salary (50th Percentile) £70,000 £60,000 £55,000
Median % change year-on-year +16.67% +9.09% -
75th Percentile £100,000 £79,063 £85,000
90th Percentile £139,399 £103,950 £87,500
UK excluding London median annual salary £56,964 £55,000 £50,000
% change year-on-year +3.57% +10.00% +40.85%

All Process and Methodology Skills
UK

Analytical 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 84,305 100,095 147,310
As % of all permanent jobs advertised in the UK 85.99% 95.64% 95.57%
Number of salaries quoted 59,591 58,745 83,129
10th Percentile £29,000 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £62,000 £60,000
Median % change year-on-year -11.29% +3.33% +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%

Analytical Modelling
Job Vacancy Trend

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

Job vacancy trend for Analytical Modelling in the UK

Analytical Modelling
Salary Trend

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

Salary trend for Analytical Modelling in the UK

Analytical Modelling
Salary Histogram

Salary distribution for jobs citing Analytical Modelling over the 6 months to 27 April 2024.

Salary histogram for Analytical Modelling in the UK

Analytical 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 Analytical Modelling within the UK over the 6 months to 27 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 +37 53 £70,000 +21.74% 29
UK excluding London -36 31 £56,964 +3.57% 13
London +106 26 £78,750 +28.57% 16
Work from Home +56 26 £58,750 -12.96% 10
South East +10 9 £60,000 +11.63% 4
West Midlands +30 5 £37,500 -59.24% 3
North of England +15 5 £60,000 - 1
Midlands +9 5 £37,500 -21.05% 4
South West - 5 £149,601 - 2
Wales +16 4 £45,000 -
North West - 3 £57,000 - 1
Yorkshire +54 2 £60,000 -
East of England +14 2 £47,500 +63.79% 2
Scotland -66 1 £52,067 -22.86%

Analytical 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 9 (15.52%) Apache Spark
2 4 (6.90%) Apache
Applications
1 15 (25.86%) Microsoft Excel
2 10 (17.24%) Microsoft PowerPoint
3 1 (1.72%) Microsoft Office
3 1 (1.72%) Spreadsheet
Business Applications
1 1 (1.72%) Data Workbench
1 1 (1.72%) NetSuite
Cloud Services
1 24 (41.38%) Power Platform
2 10 (17.24%) GCP
3 5 (8.62%) Azure
4 4 (6.90%) GitHub
4 4 (6.90%) GitHub Actions
4 4 (6.90%) Vertex AI
5 3 (5.17%) SaaS
6 2 (3.45%) AWS
7 1 (1.72%) Google Sheets
7 1 (1.72%) Snowflake
Database & Business Intelligence
1 24 (41.38%) Power BI
2 19 (32.76%) Tableau
3 13 (22.41%) Data Warehouse
4 10 (17.24%) Relational Database
5 9 (15.52%) Data Lake
6 8 (13.79%) Big Data
6 8 (13.79%) BigQuery
7 7 (12.07%) NoSQL
8 6 (10.34%) PostgreSQL
9 5 (8.62%) Looker
9 5 (8.62%) SQL Server
10 4 (6.90%) Bigtable
10 4 (6.90%) Flink
10 4 (6.90%) Hadoop
10 4 (6.90%) MySQL
10 4 (6.90%) SQL Server Analysis Services
10 4 (6.90%) SQL Server Integration Services
10 4 (6.90%) SQL Server Reporting Services
11 3 (5.17%) Data Mining
11 3 (5.17%) Metadata
Development Applications
1 4 (6.90%) Jenkins
1 4 (6.90%) Oracle Forms
2 1 (1.72%) ER Studio
2 1 (1.72%) ERwin
2 1 (1.72%) Toad
General
1 33 (56.90%) Finance
2 30 (51.72%) Analytical Skills
3 12 (20.69%) Social Skills
4 10 (17.24%) Marketing
5 9 (15.52%) Influencing Skills
6 8 (13.79%) Banking
7 6 (10.34%) Legal
7 6 (10.34%) Pharmaceutical
8 4 (6.90%) Presentation Skills
8 4 (6.90%) Retail
9 3 (5.17%) Law
10 2 (3.45%) Aerospace
10 2 (3.45%) Manufacturing
10 2 (3.45%) Publishing
11 1 (1.72%) Advertising
11 1 (1.72%) Military
Job Titles
1 21 (36.21%) Analyst
2 11 (18.97%) Data Analyst
3 8 (13.79%) Head of Engineering
4 7 (12.07%) Developer
5 5 (8.62%) Data Scientist
5 5 (8.62%) Senior
6 4 (6.90%) Business Intelligence Developer
6 4 (6.90%) Product Manager
7 3 (5.17%) Data Insight Analyst
7 3 (5.17%) Insight Analyst
7 3 (5.17%) Insight Data Analyst
7 3 (5.17%) Quantitative Developer
7 3 (5.17%) Senior Analyst
8 2 (3.45%) Data Modeller
8 2 (3.45%) Delivery Manager
8 2 (3.45%) Head of Analytics
8 2 (3.45%) IT Engineer
8 2 (3.45%) Qualitative Analyst
8 2 (3.45%) Quantitative Analyst
8 2 (3.45%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 8 (13.79%) Kafka
2 4 (6.90%) Apache Beam
3 3 (5.17%) Web Services
4 2 (3.45%) Pandas
5 1 (1.72%) NumPy
5 1 (1.72%) scikit-learn
Miscellaneous
1 13 (22.41%) Algorithms
2 11 (18.97%) Data Structures
3 6 (10.34%) NHS
4 4 (6.90%) Cloud Native
4 4 (6.90%) Management Information System
5 3 (5.17%) Analytical Mindset
5 3 (5.17%) Hedge funds
6 2 (3.45%) Credit Derivative
6 2 (3.45%) Derivative
6 2 (3.45%) Fixed Income
6 2 (3.45%) Robotics
6 2 (3.45%) Self-Motivation
7 1 (1.72%) Educational Technology
7 1 (1.72%) iPad
7 1 (1.72%) Taxonomies
Processes & Methodologies
1 30 (51.72%) Business Intelligence
2 29 (50.00%) Analytics
3 22 (37.93%) Decision-Making
4 21 (36.21%) Agile
5 20 (34.48%) Data Analysis
6 17 (29.31%) Visualisation
7 15 (25.86%) ETL
8 14 (24.14%) Artificial Intelligence
8 14 (24.14%) Data Science
9 13 (22.41%) Data Integration
9 13 (22.41%) Data Visualisation
9 13 (22.41%) Roadmaps
10 12 (20.69%) Data Management
10 12 (20.69%) Data Modelling
10 12 (20.69%) Data Strategy
11 11 (18.97%) Data Analytics
11 11 (18.97%) Problem-Solving
12 10 (17.24%) Business Case
12 10 (17.24%) Data Pipeline
12 10 (17.24%) Machine Learning
Programming Languages
1 22 (37.93%) SQL
2 16 (27.59%) Python
3 6 (10.34%) Java
3 6 (10.34%) R
3 6 (10.34%) Scala
4 4 (6.90%) C++
4 4 (6.90%) Go
5 1 (1.72%) VBA
Qualifications
1 14 (24.14%) Degree
2 3 (5.17%) Master's Degree
3 2 (3.45%) Security Cleared
4 1 (1.72%) Computer Science Degree
4 1 (1.72%) DV Cleared
4 1 (1.72%) MBA
4 1 (1.72%) MCSA
4 1 (1.72%) MCSE
4 1 (1.72%) Microsoft Certification
4 1 (1.72%) Numerate Degree
4 1 (1.72%) SC Cleared
Quality Assurance & Compliance
1 2 (3.45%) Accessibility
2 1 (1.72%) Data Quality
System Software
1 4 (6.90%) Docker
Systems Management
1 4 (6.90%) Kubernetes
1 4 (6.90%) Terraform
Vendors
1 9 (15.52%) Microsoft
2 5 (8.62%) Google
3 4 (6.90%) Databricks
3 4 (6.90%) Oracle
3 4 (6.90%) Teradata
4 2 (3.45%) Facebook
5 1 (1.72%) Dataiku
5 1 (1.72%) Salesforce
5 1 (1.72%) SAP