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 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Propensity Modelling
UK
Rank 837 937 906
Rank change year-on-year +100 -31  
Permanent jobs citing Propensity Modelling 30 27 50
As % of all permanent IT jobs advertised in the UK 0.035% 0.026% 0.047%
As % of the Processes & Methodologies category 0.040% 0.030% 0.054%
Number of salaries quoted 22 18 41
Median salary £41,000 £41,500 £45,000
Median salary % change year-on-year -1.20% -7.77%  
90% offered a salary of more than £22,500 £30,000 £31,500
10% offered a salary of more than £52,500 £70,530 £60,000
UK excluding London median salary £35,250 £38,500 £45,000
% change year-on-year -8.44% -14.44%  

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 75633 91466 92413
As % of all permanent IT job vacancies advertised in the UK 89.04% 88.55% 87.00%
Number of salaries quoted 62140 75689 74754
Median salary £50,000 £50,000 £49,500
Median salary % change year-on-year - +1.01%  
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 25 March 2017.

Salary histogram for Propensity Modelling in the UK

Propensity Modelling
Top 19 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 25 March 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 +98 30 £41,000 -1.20% 2
South East +93 16 £26,250 -34.37% 1
Kent +30 9 £26,250 -41.66%
London +68 8 £51,250 +23.49% 1
Surrey +41 4 - -
Staines - 4 - -
Yorkshire +28 3 £41,000 +6.49%
South West +15 3 £43,000 -28.33%
North Yorkshire - 3 £41,000 -
Berkshire - 3 - -
Slough - 3 - -
Folkestone - 3 £30,001 -
Skipton - 2 £41,000 -
Swindon - 2 £43,000 -
City of London - 2 £46,750 -
Chiswick - 2 £50,000 -
Wiltshire - 2 £43,000 -
Bath -3 1 £52,500 -12.50%
Somerset -8 1 £52,500 -12.50%

Propensity Modelling
Top 30 Related IT Skills

For the 6 months to 25 March 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 46 (82.14%) Marketing
2 41 (73.21%) SQL
3 32 (57.14%) Analytical Skills
4 27 (48.21%) SAS
5 21 (37.50%) Analytics
6 19 (33.93%) Direct Marketing
7 17 (30.36%) R
8 15 (26.79%) CRM
8 15 (26.79%) Data Modelling
9 14 (25.00%) Statistical Modelling
10 13 (23.21%) Data Analysis
10 13 (23.21%) Statistical Analysis
11 12 (21.43%) Big Data
12 11 (19.64%) Degree
13 10 (17.86%) Retail
14 9 (16.07%) Machine Learning
14 9 (16.07%) Customer Insight
14 9 (16.07%) SPSS
14 9 (16.07%) Finance
14 9 (16.07%) MS Office
15 8 (14.29%) Python
15 8 (14.29%) Statistics
15 8 (14.29%) Predictive Modelling
15 8 (14.29%) Hadoop
15 8 (14.29%) Actionable Insight
15 8 (14.29%) Apache Spark
16 7 (12.50%) Marketing Strategy
16 7 (12.50%) Data Mining
17 6 (10.71%) CHAID
17 6 (10.71%) Business Intelligence

Propensity Modelling
Top Related 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 27 (48.21%) SAS
2 8 (14.29%) Apache Spark
3 5 (8.93%) Apache
3 5 (8.93%) SharePoint
Applications
1 9 (16.07%) MS Office
1 9 (16.07%) SPSS
2 5 (8.93%) MS Excel
3 2 (3.57%) MS PowerPoint
3 2 (3.57%) SPSS Modeler
4 1 (1.79%) Stata
Business Applications
1 1 (1.79%) FastStats
Communications & Networking
1 3 (5.36%) MVNO
Database & Business Intelligence
1 12 (21.43%) Big Data
2 8 (14.29%) Hadoop
3 7 (12.50%) Data Mining
4 4 (7.14%) Relational Database
5 3 (5.36%) SQL Server
6 2 (3.57%) Base SAS
7 1 (1.79%) Apache Hive
7 1 (1.79%) BusinessObjects
7 1 (1.79%) SQL Server 2008
7 1 (1.79%) SQL Server Analysis Services
7 1 (1.79%) SQL Server Integration Services
Development Applications
1 2 (3.57%) RStudio
General
1 46 (82.14%) Marketing
2 10 (17.86%) Retail
3 9 (16.07%) Finance
4 4 (7.14%) Telecoms
5 2 (3.57%) Legal
6 1 (1.79%) Advertising
6 1 (1.79%) Games
Job Titles
1 46 (82.14%) Analyst
2 18 (32.14%) Data Analyst
3 16 (28.57%) Senior Analyst
4 13 (23.21%) Insight Analyst
5 11 (19.64%) SAS Analyst
5 11 (19.64%) Senior Insight Analyst
6 10 (17.86%) SQL Analyst
7 8 (14.29%) Senior SAS Analyst
8 6 (10.71%) Data Scientist
8 6 (10.71%) SAS Insight Analyst
8 6 (10.71%) SQL Data Analyst
9 5 (8.93%) CRM Analyst
9 5 (8.93%) Database Analyst
10 4 (7.14%) SAS Data Analyst
10 4 (7.14%) SPSS Analyst
11 3 (5.36%) Analytics Manager
11 3 (5.36%) Marketing Analyst
11 3 (5.36%) Statistical Analyst
12 2 (3.57%) Customer Analyst
12 2 (3.57%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 4 (7.14%) Natural Language Processing
2 1 (1.79%) JSON
Miscellaneous
1 32 (57.14%) Analytical Skills
2 4 (7.14%) Algorithms
2 4 (7.14%) Credit Risk
2 4 (7.14%) Data Structures
3 1 (1.79%) Social Media
Processes & Methodologies
1 21 (37.50%) Analytics
2 19 (33.93%) Direct Marketing
3 15 (26.79%) CRM
3 15 (26.79%) Data Modelling
4 14 (25.00%) Statistical Modelling
5 13 (23.21%) Data Analysis
5 13 (23.21%) Statistical Analysis
6 9 (16.07%) Customer Insight
6 9 (16.07%) Machine Learning
7 8 (14.29%) Actionable Insight
7 8 (14.29%) Predictive Modelling
7 8 (14.29%) Statistics
8 7 (12.50%) Marketing Strategy
9 6 (10.71%) Business Intelligence
9 6 (10.71%) Campaign Analysis
9 6 (10.71%) CHAID
9 6 (10.71%) Customer Analysis
9 6 (10.71%) Customer Segmentation
9 6 (10.71%) Decision Tree
10 5 (8.93%) Mathematics
Programming Languages
1 41 (73.21%) SQL
2 17 (30.36%) R
3 8 (14.29%) Python
4 4 (7.14%) Java
4 4 (7.14%) Perl
4 4 (7.14%) Scala
4 4 (7.14%) T-SQL
5 1 (1.79%) HiveQL
5 1 (1.79%) VBA
Qualifications
1 11 (19.64%) Degree
2 1 (1.79%) PhD
Quality Assurance & Compliance
1 3 (5.36%) Data Quality
Vendors
1 5 (8.93%) Salesforce.com
1 5 (8.93%) Tableau
2 4 (7.14%) Teradata
London
Parallel Consulting
Salary: £30000 - £35000 per annum + bonus + benefits
Posted: 5 days ago
West Sussex
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 23 days ago
Edinburgh
Churchill Frank
Salary: £50000 - £55000 per annum
Posted: 23 days ago