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 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Propensity Modelling
UK
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 865 907 935
Rank change year-on-year +42 +28  
Permanent jobs citing Propensity Modelling 25 25 47
As % of all permanent IT jobs advertised in the UK 0.028% 0.025% 0.043%
As % of the Processes & Methodologies category 0.031% 0.029% 0.049%
Number of salaries quoted 20 20 23
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 £34,950 £25,000 £32,500
10% offered a salary of more than £65,000 £65,000 £68,000
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 with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 79998 87554 96376
As % of all permanent IT job vacancies advertised in the UK 89.73% 88.92% 88.08%
Number of salaries quoted 64425 73206 78779
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
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

The job posting trend of jobs advertised 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 the UK

Propensity Modelling
Salary Trend

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

Salary trend for Propensity Modelling in the UK

Propensity Modelling
Salary Histogram

The salary distribution of IT jobs citing Propensity Modelling over the 3 months to 27 June 2017.

Salary histogram for Propensity Modelling in the UK

Propensity Modelling
Top 22 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 3 months to 27 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
England +43 23 £45,000 -14.28% 3
London +35 9 £52,500 +26.50% 2
West Midlands - 6 £35,000 -
Staffordshire - 6 £35,000 -
Burton-upon-Trent - 6 £35,000 -
North West -39 4 £40,000 -11.11%
Croydon - 4 £52,500 -
Manchester -33 3 £40,000 -23.80%
South East +37 2 £75,000 +42.85%
Wales - 2 £34,750 - 1
South Wales - 2 £34,750 - 1
East Midlands - 2 £27,500 -
Cardiff - 2 £34,750 - 1
Berkshire +23 1 £100,000 +90.47%
Oxfordshire - 1 £50,000 -
Nottinghamshire - 1 £27,500 -
Northamptonshire - 1 - -
Cheshire - 1 - -
Reading - 1 £100,000 -
Oxford - 1 £50,000 -
Northampton - 1 - -
Knutsford - 1 - -

For the 6 months to 27 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 with a requirement for Propensity Modelling.

1 41 (77.36%) SQL
2 38 (71.70%) Marketing
3 35 (66.04%) Analytical Skills
4 24 (45.28%) SAS
5 21 (39.62%) Analytics
6 19 (35.85%) R
7 18 (33.96%) Retail
8 17 (32.08%) Data Modelling
9 15 (28.30%) Microsoft Excel
9 15 (28.30%) Statistical Modelling
9 15 (28.30%) Tableau
10 13 (24.53%) Customer Insight
10 13 (24.53%) Predictive Modelling
10 13 (24.53%) Degree
10 13 (24.53%) SPSS
11 12 (22.64%) CRM
11 12 (22.64%) Python
12 11 (20.75%) Business Intelligence
12 11 (20.75%) Big Data
13 10 (18.87%) Marketing Strategy
13 10 (18.87%) Mathematics
13 10 (18.87%) Data Mining
14 9 (16.98%) Microsoft Office
14 9 (16.98%) Finance
14 9 (16.98%) Data Analysis
14 9 (16.98%) Direct Marketing
14 9 (16.98%) Statistics
14 9 (16.98%) Hadoop
15 8 (15.09%) Data Management
15 8 (15.09%) CHAID

Propensity Modelling
Co-occurring IT Skills 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 24 (45.28%) SAS
2 8 (15.09%) Apache Spark
3 4 (7.55%) Apache
4 1 (1.89%) Elasticsearch
4 1 (1.89%) SharePoint
Applications
1 15 (28.30%) Microsoft Excel
2 13 (24.53%) SPSS
3 9 (16.98%) Microsoft Office
4 7 (13.21%) Microsoft PowerPoint
5 2 (3.77%) SPSS Modeler
6 1 (1.89%) Spreadsheet
Business Applications
1 3 (5.66%) Adobe Campaign
1 3 (5.66%) Unica
Cloud Services
1 3 (5.66%) Google Analytics
2 2 (3.77%) Google Cloud Platform
3 1 (1.89%) Amazon AWS
3 1 (1.89%) Amazon EC2
3 1 (1.89%) Amazon S3
Communications & Networking
1 2 (3.77%) MVNO
Database & Business Intelligence
1 11 (20.75%) Big Data
2 10 (18.87%) Data Mining
3 9 (16.98%) Hadoop
4 5 (9.43%) Relational Database
4 5 (9.43%) SQL Server Reporting Services
5 3 (5.66%) MongoDB
5 3 (5.66%) QlikView
5 3 (5.66%) SQL Server
6 2 (3.77%) Apache Hive
6 2 (3.77%) Base SAS
6 2 (3.77%) BigQuery
6 2 (3.77%) BusinessObjects
6 2 (3.77%) Data Warehouse
6 2 (3.77%) SQL Server Analysis Services
6 2 (3.77%) SQL Server Integration Services
7 1 (1.89%) Amazon Redshift
7 1 (1.89%) GIS
7 1 (1.89%) SQL Server 2008
7 1 (1.89%) SQLite
7 1 (1.89%) Text Mining
Development Applications
1 3 (5.66%) RStudio
General
1 38 (71.70%) Marketing
2 18 (33.96%) Retail
3 9 (16.98%) Finance
4 3 (5.66%) Telecoms
5 1 (1.89%) Advertising
5 1 (1.89%) Banking
5 1 (1.89%) Retail Banking
Job Titles
1 36 (67.92%) Analyst
2 16 (30.19%) Senior Analyst
3 10 (18.87%) Insight Analyst
4 8 (15.09%) Data Analyst
5 6 (11.32%) CRM Analyst
5 6 (11.32%) Senior Insight Analyst
5 6 (11.32%) SQL Analyst
6 5 (9.43%) Data Scientist
6 5 (9.43%) Database Analyst
7 3 (5.66%) Analytics Manager
7 3 (5.66%) SAS Analyst
7 3 (5.66%) SAS Insight Analyst
7 3 (5.66%) Senior SAS Analyst
8 2 (3.77%) Conversion Manager
8 2 (3.77%) Customer Analyst
8 2 (3.77%) Customer Insight Analyst
8 2 (3.77%) Customer Insight Manager
8 2 (3.77%) Insight Manager
8 2 (3.77%) SPSS Analyst
8 2 (3.77%) Statistical Analyst
Libraries, Frameworks & Software Standards
1 4 (7.55%) Natural Language Processing
2 1 (1.89%) D3.js
2 1 (1.89%) Leaflet
Miscellaneous
1 35 (66.04%) Analytical Skills
2 6 (11.32%) Algorithms
2 6 (11.32%) Data Structures
3 3 (5.66%) User Experience
4 2 (3.77%) Computer Science
4 2 (3.77%) Credit Risk
4 2 (3.77%) Management Information System
5 1 (1.89%) Clustering
5 1 (1.89%) Data Centre
5 1 (1.89%) Machine to Machine
Processes & Methodologies
1 21 (39.62%) Analytics
2 17 (32.08%) Data Modelling
3 15 (28.30%) Statistical Modelling
4 13 (24.53%) Customer Insight
4 13 (24.53%) Predictive Modelling
5 12 (22.64%) CRM
6 11 (20.75%) Business Intelligence
7 10 (18.87%) Marketing Strategy
7 10 (18.87%) Mathematics
8 9 (16.98%) Data Analysis
8 9 (16.98%) Direct Marketing
8 9 (16.98%) Statistics
9 8 (15.09%) Actionable Insight
9 8 (15.09%) CHAID
9 8 (15.09%) Data Management
10 7 (13.21%) Machine Learning
10 7 (13.21%) Project Management
11 6 (11.32%) Decision Tree
11 6 (11.32%) Email Marketing
11 6 (11.32%) Visualisation
Programming Languages
1 41 (77.36%) SQL
2 19 (35.85%) R
3 12 (22.64%) Python
4 7 (13.21%) C
5 5 (9.43%) Java
6 4 (7.55%) Perl
6 4 (7.55%) Scala
7 3 (5.66%) T-SQL
8 2 (3.77%) JavaScript
8 2 (3.77%) VBA
9 1 (1.89%) C#
9 1 (1.89%) C++
Qualifications
1 13 (24.53%) Degree
2 4 (7.55%) Numerate Degree
3 3 (5.66%) Master's Degree
Quality Assurance & Compliance
1 2 (3.77%) Data Quality
2 1 (1.89%) SLA
Vendors
1 15 (28.30%) Tableau
2 4 (7.55%) Teradata
3 3 (5.66%) Alterian
3 3 (5.66%) Google
4 2 (3.77%) Cognos
4 2 (3.77%) Microsoft
4 2 (3.77%) Salesforce.com
5 1 (1.89%) Actuate
London
Square One Resources
Salary: From £60,000 to £70,000 per annum
Posted: 16 hours ago
London
Computer Futures
Salary: competitive
Posted: 5 days ago
Glasgow, Lanarkshire
Net Talent
Salary: £45000 - £60000 per annum
Posted: 5 days ago
Cardiff, South Glamorgan
Bristol DT
Salary: £30000 - £40000 per annum
Posted: 21 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 27 days ago