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

6 months to
6 May 2024
Same period 2023 Same period 2022
Rank 859 846 1055
Rank change year-on-year -13 +209 -184
Permanent jobs citing Analytical Modelling 51 133 183
As % of all permanent jobs advertised in the UK 0.052% 0.13% 0.12%
As % of the Processes & Methodologies category 0.060% 0.13% 0.12%
Number of salaries quoted 33 66 52
10th Percentile £42,500 £45,125 £37,500
25th Percentile £48,840 £50,598 £42,500
Median annual salary (50th Percentile) £60,000 £60,000 £53,750
Median % change year-on-year - +11.63% -2.27%
75th Percentile £80,000 £78,750 £85,000
90th Percentile £147,532 £104,250 £87,500
UK excluding London median annual salary £56,964 £52,500 £47,500
% change year-on-year +8.50% +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 84,862 98,882 150,503
As % of all permanent jobs advertised in the UK 85.90% 95.62% 95.62%
Number of salaries quoted 59,922 58,137 83,321
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 £81,251 £80,000
90th Percentile £92,500 £100,000 £96,251
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 6 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 6 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 +25 47 £70,000 +21.74% 30
UK excluding London -63 28 £56,964 +8.50% 12
London +101 23 £77,500 +19.23% 18
Work from Home +36 21 £57,500 -20.69% 10
South East -3 9 £60,000 +14.29% 3
West Midlands +30 5 £37,500 -59.24% 2
North of England +19 5 £60,000 - 1
Midlands +16 5 £37,500 -21.05% 4
Wales +16 3 £45,000 -
South West - 3 £149,601 - 2
North West - 3 £57,000 - 1
Yorkshire +57 2 £60,000 -
East of England +18 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 5 (9.80%) Apache Spark
Applications
1 15 (29.41%) Microsoft Excel
2 10 (19.61%) Microsoft PowerPoint
3 1 (1.96%) Microsoft Office
3 1 (1.96%) Spreadsheet
Business Applications
1 1 (1.96%) Data Workbench
1 1 (1.96%) NetSuite
Cloud Services
1 19 (37.25%) Power Platform
2 6 (11.76%) GCP
3 5 (9.80%) Azure
4 3 (5.88%) SaaS
5 2 (3.92%) AWS
6 1 (1.96%) Google Sheets
6 1 (1.96%) Snowflake
Database & Business Intelligence
1 19 (37.25%) Power BI
2 14 (27.45%) Tableau
3 12 (23.53%) Data Warehouse
4 6 (11.76%) Relational Database
5 5 (9.80%) Data Lake
6 4 (7.84%) Big Data
6 4 (7.84%) BigQuery
6 4 (7.84%) Flink
6 4 (7.84%) Hadoop
6 4 (7.84%) SQL Server
7 3 (5.88%) Data Mining
7 3 (5.88%) Metadata
7 3 (5.88%) NoSQL
7 3 (5.88%) SQL Server Analysis Services
7 3 (5.88%) SQL Server Integration Services
7 3 (5.88%) SQL Server Reporting Services
8 2 (3.92%) Metadata Repository
8 2 (3.92%) PostgreSQL
8 2 (3.92%) RDBMS
9 1 (1.96%) OLAP
Development Applications
1 4 (7.84%) Oracle Forms
2 1 (1.96%) ER Studio
2 1 (1.96%) ERwin
2 1 (1.96%) Toad
General
1 27 (52.94%) Finance
2 24 (47.06%) Analytical Skills
3 12 (23.53%) Social Skills
4 10 (19.61%) Marketing
5 6 (11.76%) Legal
5 6 (11.76%) Pharmaceutical
6 5 (9.80%) Influencing Skills
7 4 (7.84%) Banking
7 4 (7.84%) Presentation Skills
8 3 (5.88%) Law
9 2 (3.92%) Aerospace
9 2 (3.92%) Manufacturing
9 2 (3.92%) Publishing
10 1 (1.96%) Military
Job Titles
1 19 (37.25%) Analyst
2 11 (21.57%) Data Analyst
3 5 (9.80%) Data Scientist
3 5 (9.80%) Developer
4 4 (7.84%) Head of Engineering
4 4 (7.84%) Product Manager
4 4 (7.84%) Senior
5 3 (5.88%) Business Intelligence Developer
5 3 (5.88%) Data Insight Analyst
5 3 (5.88%) Insight Analyst
5 3 (5.88%) Insight Data Analyst
6 2 (3.92%) Delivery Manager
6 2 (3.92%) Head of Analytics
6 2 (3.92%) IT Engineer
6 2 (3.92%) IT Support
6 2 (3.92%) IT Support Engineer
6 2 (3.92%) Lead
6 2 (3.92%) Lead Data Scientist
6 2 (3.92%) Senior Data Scientist
6 2 (3.92%) Systems Support Engineer
Libraries, Frameworks & Software Standards
1 4 (7.84%) Apache Beam
1 4 (7.84%) Kafka
2 3 (5.88%) Web Services
3 2 (3.92%) Pandas
4 1 (1.96%) NumPy
4 1 (1.96%) scikit-learn
Miscellaneous
1 13 (25.49%) Algorithms
2 11 (21.57%) Data Structures
3 6 (11.76%) NHS
4 4 (7.84%) Cloud Native
4 4 (7.84%) Management Information System
5 3 (5.88%) Analytical Mindset
6 2 (3.92%) Fixed Income
6 2 (3.92%) Hedge funds
6 2 (3.92%) Robotics
6 2 (3.92%) Self-Motivation
7 1 (1.96%) Educational Technology
7 1 (1.96%) iPad
7 1 (1.96%) Taxonomies
Processes & Methodologies
1 25 (49.02%) Business Intelligence
2 24 (47.06%) Analytics
3 20 (39.22%) Data Analysis
4 18 (35.29%) Decision-Making
5 17 (33.33%) Agile
6 14 (27.45%) Data Science
7 13 (25.49%) Roadmaps
8 12 (23.53%) Data Modelling
8 12 (23.53%) Data Strategy
8 12 (23.53%) Visualisation
9 11 (21.57%) Data Management
10 10 (19.61%) Artificial Intelligence
10 10 (19.61%) Business Case
10 10 (19.61%) ETL
10 10 (19.61%) Problem-Solving
11 9 (17.65%) Data Visualisation
11 9 (17.65%) Risk Management
12 8 (15.69%) Business Analysis
12 8 (15.69%) Business Development
12 8 (15.69%) Data Integration
Programming Languages
1 21 (41.18%) SQL
2 15 (29.41%) Python
3 6 (11.76%) Java
3 6 (11.76%) Scala
4 5 (9.80%) R
5 4 (7.84%) Go
6 2 (3.92%) C++
7 1 (1.96%) VBA
Qualifications
1 12 (23.53%) Degree
2 2 (3.92%) Master's Degree
2 2 (3.92%) Security Cleared
3 1 (1.96%) DV Cleared
3 1 (1.96%) MBA
3 1 (1.96%) Numerate Degree
3 1 (1.96%) SC Cleared
Quality Assurance & Compliance
1 2 (3.92%) Accessibility
2 1 (1.96%) Data Quality
System Software
1 4 (7.84%) Docker
Systems Management
1 4 (7.84%) Kubernetes
Vendors
1 9 (17.65%) Microsoft
2 4 (7.84%) Databricks
2 4 (7.84%) Oracle
2 4 (7.84%) Teradata
3 2 (3.92%) Facebook
4 1 (1.96%) Dataiku
4 1 (1.96%) Google
4 1 (1.96%) Salesforce
4 1 (1.96%) SAP