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

6 months to
23 May 2024
Same period 2023 Same period 2022
Rank 846 825 1052
Rank change year-on-year -21 +227 -167
Permanent jobs citing Analytical Modelling 49 127 187
As % of all permanent jobs advertised in the UK 0.049% 0.13% 0.11%
As % of the Processes & Methodologies category 0.057% 0.13% 0.12%
Number of salaries quoted 31 60 46
10th Percentile £42,500 £45,000 £37,500
25th Percentile £46,295 £50,522 £42,500
Median annual salary (50th Percentile) £60,000 £60,000 £53,750
Median % change year-on-year - +11.63% -2.27%
75th Percentile £79,375 £81,563 £85,000
90th Percentile £155,665 £105,000 £87,500
UK excluding London median annual salary £56,929 £52,500 £47,500
% change year-on-year +8.44% +10.53% +33.80%

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 85,549 94,155 156,986
As % of all permanent jobs advertised in the UK 84.76% 95.59% 95.83%
Number of salaries quoted 60,063 55,401 82,663
10th Percentile £29,250 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,000 £60,000
Median % change year-on-year -9.84% +1.67% +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% +10.53%

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 23 May 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 23 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 +21 45 £70,000 +21.74% 38
UK excluding London -43 28 £56,929 +8.44% 15
London +93 21 £76,250 +5.17% 23
Work from Home +22 20 £58,500 -19.31% 11
South East -8 10 £60,000 +14.29% 5
North of England +3 5 £60,000 - 3
West Midlands +10 4 £37,500 -49.83% 2
Midlands -10 4 £37,500 -28.57% 3
Wales +11 3 £45,000 -
South West - 3 £149,601 - 4
North West - 3 £57,000 - 1
Yorkshire +42 2 £60,000 - 2
East of England +9 2 £47,500 +63.79%
Scotland -60 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 5 (10.20%) Apache Spark
Applications
1 16 (32.65%) Microsoft Excel
2 10 (20.41%) Microsoft PowerPoint
3 1 (2.04%) Microsoft Office
3 1 (2.04%) Spreadsheet
Business Applications
1 1 (2.04%) Data Workbench
1 1 (2.04%) NetSuite
Cloud Services
1 19 (38.78%) Power Platform
2 6 (12.24%) GCP
3 5 (10.20%) Azure
4 3 (6.12%) SaaS
5 2 (4.08%) AWS
6 1 (2.04%) Google Sheets
6 1 (2.04%) Snowflake
Database & Business Intelligence
1 19 (38.78%) Power BI
2 14 (28.57%) Tableau
3 12 (24.49%) Data Warehouse
4 6 (12.24%) Relational Database
5 5 (10.20%) Data Lake
6 4 (8.16%) Big Data
6 4 (8.16%) BigQuery
6 4 (8.16%) Flink
6 4 (8.16%) Hadoop
6 4 (8.16%) SQL Server
7 3 (6.12%) Data Mining
7 3 (6.12%) NoSQL
7 3 (6.12%) SQL Server Analysis Services
7 3 (6.12%) SQL Server Integration Services
7 3 (6.12%) SQL Server Reporting Services
8 2 (4.08%) Metadata
8 2 (4.08%) PostgreSQL
8 2 (4.08%) RDBMS
9 1 (2.04%) Metadata Repository
9 1 (2.04%) OLAP
Development Applications
1 4 (8.16%) Oracle Forms
2 1 (2.04%) ER Studio
2 1 (2.04%) ERwin
2 1 (2.04%) Toad
General
1 25 (51.02%) Finance
2 23 (46.94%) Analytical Skills
3 12 (24.49%) Social Skills
4 11 (22.45%) Marketing
5 7 (14.29%) Pharmaceutical
6 6 (12.24%) Legal
7 5 (10.20%) Influencing Skills
8 4 (8.16%) Banking
8 4 (8.16%) Presentation Skills
9 3 (6.12%) Law
10 2 (4.08%) Aerospace
10 2 (4.08%) Manufacturing
11 1 (2.04%) Military
11 1 (2.04%) Publishing
Job Titles
1 19 (38.78%) Analyst
2 10 (20.41%) Data Analyst
3 5 (10.20%) Data Scientist
4 4 (8.16%) Developer
4 4 (8.16%) Head of Engineering
4 4 (8.16%) Product Manager
5 3 (6.12%) Business Intelligence Developer
5 3 (6.12%) Data Insight Analyst
5 3 (6.12%) Insight Analyst
5 3 (6.12%) Insight Data Analyst
5 3 (6.12%) Senior
6 2 (4.08%) Data Modeller
6 2 (4.08%) Delivery Manager
6 2 (4.08%) Head of Analytics
6 2 (4.08%) IT Engineer
6 2 (4.08%) IT Support
6 2 (4.08%) Lead
6 2 (4.08%) Lead Data Scientist
6 2 (4.08%) Senior Data Scientist
6 2 (4.08%) Systems Support Engineer
Libraries, Frameworks & Software Standards
1 4 (8.16%) Apache Beam
1 4 (8.16%) Kafka
2 3 (6.12%) Web Services
3 2 (4.08%) Pandas
4 1 (2.04%) NumPy
4 1 (2.04%) scikit-learn
Miscellaneous
1 13 (26.53%) Algorithms
2 11 (22.45%) Data Structures
3 7 (14.29%) NHS
4 4 (8.16%) Cloud Native
4 4 (8.16%) Management Information System
5 3 (6.12%) Analytical Mindset
6 2 (4.08%) Robotics
6 2 (4.08%) Self-Motivation
7 1 (2.04%) Educational Technology
7 1 (2.04%) Fixed Income
7 1 (2.04%) Hedge funds
7 1 (2.04%) iPad
7 1 (2.04%) Taxonomies
Processes & Methodologies
1 25 (51.02%) Business Intelligence
2 22 (44.90%) Analytics
3 19 (38.78%) Data Analysis
4 18 (36.73%) Decision-Making
5 16 (32.65%) Agile
6 13 (26.53%) Data Science
6 13 (26.53%) Roadmaps
7 12 (24.49%) Data Strategy
7 12 (24.49%) Visualisation
8 11 (22.45%) Business Case
8 11 (22.45%) Data Management
8 11 (22.45%) Data Modelling
9 10 (20.41%) Artificial Intelligence
9 10 (20.41%) Problem-Solving
10 9 (18.37%) Business Analysis
10 9 (18.37%) Business Development
10 9 (18.37%) Data Visualisation
10 9 (18.37%) ETL
10 9 (18.37%) Risk Management
11 8 (16.33%) Data-Driven Decision Making
Programming Languages
1 19 (38.78%) SQL
2 12 (24.49%) Python
3 5 (10.20%) Java
3 5 (10.20%) R
3 5 (10.20%) Scala
4 4 (8.16%) Go
5 1 (2.04%) C++
5 1 (2.04%) VBA
Qualifications
1 11 (22.45%) Degree
2 2 (4.08%) Master's Degree
2 2 (4.08%) Security Cleared
3 1 (2.04%) DV Cleared
3 1 (2.04%) MBA
3 1 (2.04%) SC Cleared
Quality Assurance & Compliance
1 2 (4.08%) Accessibility
2 1 (2.04%) Data Quality
System Software
1 4 (8.16%) Docker
Systems Management
1 4 (8.16%) Kubernetes
Vendors
1 9 (18.37%) Microsoft
2 4 (8.16%) Databricks
2 4 (8.16%) Oracle
2 4 (8.16%) Teradata
3 2 (4.08%) Facebook
4 1 (2.04%) Dataiku
4 1 (2.04%) Google
4 1 (2.04%) Salesforce
4 1 (2.04%) SAP