Propensity Modelling
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Propensity Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Propensity Modelling over the 6 months to 30 November 2023 with a comparison to the same period in the previous 2 years.

6 months to
30 Nov 2023
Same period 2022 Same period 2021
Rank 649 1071 1088
Rank change year-on-year +422 +17 -340
Permanent jobs citing Propensity Modelling 78 19 16
As % of all permanent jobs advertised in the UK 0.14% 0.015% 0.012%
As % of the Processes & Methodologies category 0.15% 0.016% 0.013%
Number of salaries quoted 78 19 12
10th Percentile £52,500 £39,853 -
25th Percentile £65,000 £44,192 £56,250
Median annual salary (50th Percentile) £85,000 £80,000 £57,500
Median % change year-on-year +6.25% +39.13% -
75th Percentile £112,500 £88,875 £67,500
90th Percentile - £95,000 -
UK excluding London median annual salary £85,000 £65,000 -
% change year-on-year +30.77% - -

All Process and Methodology Skills
UK

Propensity 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 50,664 120,987 123,563
As % of all permanent jobs advertised in the UK 94.08% 95.74% 95.44%
Number of salaries quoted 36,731 73,454 82,144
10th Percentile £32,500 £34,347 £32,500
25th Percentile £43,750 £45,000 £42,500
Median annual salary (50th Percentile) £60,000 £60,000 £59,500
Median % change year-on-year - +0.84% +8.18%
75th Percentile £80,000 £81,250 £77,500
90th Percentile £98,750 £100,000 £95,000
UK excluding London median annual salary £52,500 £53,000 £50,000
% change year-on-year -0.94% +6.00% +4.17%

Propensity Modelling
Job Vacancy Trend

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

Job vacancy trend for Propensity Modelling in the UK

Propensity Modelling
Salary Trend

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

Salary trend for Propensity Modelling in the UK

Propensity Modelling
Salary Histogram

Salary distribution for jobs citing Propensity Modelling over the 6 months to 30 November 2023.

Salary histogram for Propensity Modelling in the UK

Propensity Modelling
Top 8 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Propensity Modelling within the UK over the 6 months to 30 November 2023. 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 +374 74 £80,000 - 15
UK excluding London +298 72 £85,000 +30.77% 11
South East +217 64 £80,000 -5.88% 10
London +285 6 £68,750 -14.06% 4
North of England +155 4 £92,778 +303.38% 1
Yorkshire - 4 £92,778 -
Scotland - 4 £92,778 -
Work from Home - 4 £68,750 - 5

Propensity 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 1 (1.28%) Apache Spark
Cloud Services
1 5 (6.41%) AWS
2 3 (3.85%) Azure
2 3 (3.85%) GCP
3 1 (1.28%) Adobe Analytics
3 1 (1.28%) Amazon S3
3 1 (1.28%) Azure Cognitive Services
3 1 (1.28%) GitHub
3 1 (1.28%) Google Analytics
3 1 (1.28%) Power Platform
Database & Business Intelligence
1 45 (57.69%) NoSQL
2 14 (17.95%) SQL Server
3 1 (1.28%) Power BI
3 1 (1.28%) Tableau
Development Applications
1 49 (62.82%) Git
2 37 (47.44%) Cypress.io
2 37 (47.44%) Selenium
3 18 (23.08%) SoapUI
General
1 10 (12.82%) Analytical Skills
2 8 (10.26%) Banking
2 8 (10.26%) Finance
3 3 (3.85%) Marketing
4 1 (1.28%) Music Industry
4 1 (1.28%) Publishing
Job Titles
1 46 (58.97%) Developer
2 27 (34.62%) Software Developer
3 19 (24.36%) Front-End Developer (Client-Side Developer)
4 18 (23.08%) Lead
5 17 (21.79%) Senior
5 17 (21.79%) Senior Developer
6 16 (20.51%) Development Manager
6 16 (20.51%) Software Development Manager
6 16 (20.51%) Software Manager
7 11 (14.10%) Data Scientist
8 9 (11.54%) Senior Front-End Developer
9 8 (10.26%) Lead Data Scientist
9 8 (10.26%) Lead Developer
9 8 (10.26%) Lead Software Developer
9 8 (10.26%) Senior Data Scientist
9 8 (10.26%) Senior Software Developer
10 5 (6.41%) Artificial Intelligence Developer
11 2 (2.56%) Artificial Intelligence Engineer
11 2 (2.56%) Development Team Leader
11 2 (2.56%) Team Leader
Libraries, Frameworks & Software Standards
1 61 (78.21%) React
2 42 (53.85%) .NET
3 34 (43.59%) Jest
4 19 (24.36%) CSS
4 19 (24.36%) CSS3
4 19 (24.36%) HTML
4 19 (24.36%) HTML5
5 3 (3.85%) PyTorch
5 3 (3.85%) TensorFlow
Miscellaneous
1 3 (3.85%) Greenfield Project
2 1 (1.28%) Taxonomies
Operating Systems
1 3 (3.85%) Windows
Processes & Methodologies
1 67 (85.90%) Agile
2 50 (64.10%) Artificial Intelligence
3 46 (58.97%) Computer Science
4 21 (26.92%) Machine Learning
5 19 (24.36%) Front End Development
6 18 (23.08%) Software Engineering
7 14 (17.95%) Data Science
8 10 (12.82%) Statistical Modelling
9 9 (11.54%) Customer Experience
9 9 (11.54%) Deep Learning
9 9 (11.54%) Price Optimisation
10 8 (10.26%) Decision Tree
10 8 (10.26%) Intelligent Automation
10 8 (10.26%) Project Delivery
10 8 (10.26%) Random Forest
10 8 (10.26%) Time Series Forecasting
11 4 (5.13%) Decision-Making
11 4 (5.13%) Dynamic Pricing
11 4 (5.13%) Revenue Management
12 3 (3.85%) Visualisation
Programming Languages
1 64 (82.05%) C#
1 64 (82.05%) JavaScript
1 64 (82.05%) TypeScript
2 26 (33.33%) SQL
3 19 (24.36%) PHP
4 6 (7.69%) Python
5 4 (5.13%) C++
6 1 (1.28%) C
6 1 (1.28%) R
6 1 (1.28%) Scala
6 1 (1.28%) T-SQL
Qualifications
1 65 (83.33%) Degree
2 27 (34.62%) Computer Science Degree
3 1 (1.28%) Master's Degree
3 1 (1.28%) Numerate Degree
3 1 (1.28%) PhD
Quality Assurance & Compliance
1 19 (24.36%) WCAG
System Software
1 64 (82.05%) Docker
Systems Management
1 64 (82.05%) Kubernetes
Vendors
1 1 (1.28%) Adobe
1 1 (1.28%) Google