The following table provides summary statistics for permanent job vacancies advertised in England 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 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Propensity Modelling
UK / England
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 843 880 909
Rank change year-on-year +37 +29  
Permanent jobs citing Propensity Modelling 24 25 44
As % of all permanent IT jobs advertised in England 0.029% 0.027% 0.042%
As % of the Processes & Methodologies category 0.032% 0.031% 0.048%
Number of salaries quoted 19 20 22
Median salary £40,000 £52,500 £42,500
Median salary % change year-on-year -23.80% +23.52%  
90% offered a salary of more than £34,500 £25,000 £32,500
10% offered a salary of more than £65,000 £65,000 £69,000
UK excluding London median salary £35,000 £56,250 £38,750
% change year-on-year -37.77% +45.16%  

Propensity Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 75432 81132 91432
As % of all permanent IT job vacancies advertised in England 89.71% 88.99% 87.96%
Number of salaries quoted 61224 68664 75601
Median salary £51,500 £50,000 £50,000
Median salary % change year-on-year +3.00% -  
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Propensity Modelling
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Propensity Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Propensity Modelling in England

Propensity Modelling
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Propensity Modelling in England.

Salary trend for Propensity Modelling in England

Propensity Modelling
Salary Histogram in England

The salary distribution of IT jobs citing Propensity Modelling in England over the 3 months to 26 June 2017.

Salary histogram for Propensity Modelling in England

Propensity Modelling
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Propensity Modelling within the England region over the 3 months to 26 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +25 10 £52,500 +26.50% 3
West Midlands - 6 £35,000 -
North West -35 4 £40,000 -11.11%
South East +55 2 £75,000 +42.85%
East Midlands - 2 £27,500 -
Propensity Modelling
UK

For the 6 months to 26 June 2017, IT jobs citing Propensity Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Propensity Modelling.

1 42 (80.77%) SQL
2 38 (73.08%) Marketing
3 34 (65.38%) Analytical Skills
4 22 (42.31%) SAS
4 22 (42.31%) Analytics
5 20 (38.46%) R
6 19 (36.54%) Retail
7 17 (32.69%) Data Modelling
8 16 (30.77%) Tableau
8 16 (30.77%) Statistical Modelling
9 15 (28.85%) Microsoft Excel
10 13 (25.00%) Python
10 13 (25.00%) SPSS
11 12 (23.08%) CRM
11 12 (23.08%) Big Data
11 12 (23.08%) Predictive Modelling
11 12 (23.08%) Degree
12 11 (21.15%) Customer Insight
12 11 (21.15%) Business Intelligence
13 10 (19.23%) Data Mining
13 10 (19.23%) Mathematics
13 10 (19.23%) Hadoop
14 9 (17.31%) Direct Marketing
14 9 (17.31%) Statistics
14 9 (17.31%) Marketing Strategy
14 9 (17.31%) Microsoft Office
14 9 (17.31%) Apache Spark
15 8 (15.38%) Finance
15 8 (15.38%) Data Management
15 8 (15.38%) Data Analysis

Propensity Modelling
Co-occurring IT Skills in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 22 (42.31%) SAS
2 9 (17.31%) Apache Spark
3 4 (7.69%) Apache
4 1 (1.92%) Elasticsearch
4 1 (1.92%) SharePoint
Applications
1 15 (28.85%) Microsoft Excel
2 13 (25.00%) SPSS
3 9 (17.31%) Microsoft Office
4 7 (13.46%) Microsoft PowerPoint
5 2 (3.85%) SPSS Modeler
6 1 (1.92%) Spreadsheet
Business Applications
1 3 (5.77%) Adobe Campaign
1 3 (5.77%) Unica
Cloud Services
1 3 (5.77%) Google Analytics
2 2 (3.85%) Google Cloud Platform
3 1 (1.92%) Amazon AWS
3 1 (1.92%) Amazon EC2
3 1 (1.92%) Amazon S3
Communications & Networking
1 3 (5.77%) MVNO
Database & Business Intelligence
1 12 (23.08%) Big Data
2 10 (19.23%) Data Mining
2 10 (19.23%) Hadoop
3 5 (9.62%) Relational Database
3 5 (9.62%) SQL Server Reporting Services
4 3 (5.77%) MongoDB
4 3 (5.77%) QlikView
4 3 (5.77%) SQL Server
5 2 (3.85%) Apache Hive
5 2 (3.85%) Base SAS
5 2 (3.85%) BigQuery
5 2 (3.85%) BusinessObjects
5 2 (3.85%) Data Warehouse
5 2 (3.85%) SQL Server Analysis Services
5 2 (3.85%) SQL Server Integration Services
6 1 (1.92%) Amazon Redshift
6 1 (1.92%) GIS
6 1 (1.92%) SQL Server 2008
6 1 (1.92%) SQLite
6 1 (1.92%) Text Mining
Development Applications
1 3 (5.77%) RStudio
General
1 38 (73.08%) Marketing
2 19 (36.54%) Retail
3 8 (15.38%) Finance
4 4 (7.69%) Telecoms
5 1 (1.92%) Advertising
5 1 (1.92%) Banking
5 1 (1.92%) Retail Banking
Job Titles
1 35 (67.31%) Analyst
2 17 (32.69%) Senior Analyst
3 9 (17.31%) Insight Analyst
4 8 (15.38%) Data Analyst
5 7 (13.46%) Senior Insight Analyst
6 6 (11.54%) CRM Analyst
6 6 (11.54%) SQL Analyst
7 5 (9.62%) Data Scientist
7 5 (9.62%) Database Analyst
8 3 (5.77%) Analytics Manager
8 3 (5.77%) SAS Analyst
8 3 (5.77%) SAS Insight Analyst
8 3 (5.77%) Senior SAS Analyst
9 2 (3.85%) Conversion Manager
9 2 (3.85%) Customer Insight Manager
9 2 (3.85%) Insight Manager
9 2 (3.85%) SPSS Analyst
9 2 (3.85%) Statistical Analyst
10 1 (1.92%) Business Intelligence Analyst
10 1 (1.92%) Report Analyst
Libraries, Frameworks & Software Standards
1 4 (7.69%) Natural Language Processing
2 1 (1.92%) D3.js
2 1 (1.92%) Leaflet
Miscellaneous
1 34 (65.38%) Analytical Skills
2 6 (11.54%) Algorithms
2 6 (11.54%) Data Structures
3 3 (5.77%) User Experience
4 2 (3.85%) Computer Science
4 2 (3.85%) Credit Risk
4 2 (3.85%) Management Information System
5 1 (1.92%) Clustering
5 1 (1.92%) Data Centre
5 1 (1.92%) Machine to Machine
Processes & Methodologies
1 22 (42.31%) Analytics
2 17 (32.69%) Data Modelling
3 16 (30.77%) Statistical Modelling
4 12 (23.08%) CRM
4 12 (23.08%) Predictive Modelling
5 11 (21.15%) Business Intelligence
5 11 (21.15%) Customer Insight
6 10 (19.23%) Mathematics
7 9 (17.31%) Direct Marketing
7 9 (17.31%) Marketing Strategy
7 9 (17.31%) Statistics
8 8 (15.38%) Data Analysis
8 8 (15.38%) Data Management
8 8 (15.38%) Machine Learning
9 7 (13.46%) Actionable Insight
9 7 (13.46%) CHAID
9 7 (13.46%) Decision Tree
9 7 (13.46%) Project Management
10 6 (11.54%) Email Marketing
10 6 (11.54%) Mentoring
Programming Languages
1 42 (80.77%) SQL
2 20 (38.46%) R
3 13 (25.00%) Python
4 7 (13.46%) C
5 5 (9.62%) Java
6 4 (7.69%) Perl
6 4 (7.69%) Scala
6 4 (7.69%) T-SQL
7 2 (3.85%) JavaScript
8 1 (1.92%) C#
8 1 (1.92%) C++
8 1 (1.92%) VBA
Qualifications
1 12 (23.08%) Degree
2 4 (7.69%) Master's Degree
2 4 (7.69%) Numerate Degree
Quality Assurance & Compliance
1 3 (5.77%) Data Quality
2 1 (1.92%) SLA
Vendors
1 16 (30.77%) Tableau
2 5 (9.62%) Teradata
3 3 (5.77%) Alterian
3 3 (5.77%) Google
4 2 (3.85%) Cognos
4 2 (3.85%) Salesforce.com
5 1 (1.92%) Actuate
5 1 (1.92%) Microsoft
London
Square One Resources
Salary: From £60,000 to £70,000 per annum
Posted: 1 hour ago
London
Computer Futures
Salary: competitive
Posted: 4 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 27 days ago