The following table provides summary statistics for permanent job vacancies advertised in the South East 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
England / South East
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 378 433 479
Rank change year-on-year +55 +46  
Permanent jobs citing Propensity Modelling 2 9 4
As % of all permanent IT jobs advertised in the South East 0.014% 0.049% 0.019%
As % of the Processes & Methodologies category 0.016% 0.057% 0.022%
Number of salaries quoted 2 4 4
Median salary £75,000 £52,500 £43,750
Median salary % change year-on-year +42.85% +20.00%  
90% offered a salary of more than £55,000 £52,500 £42,500
10% offered a salary of more than £95,000 £61,250 £50,250
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 the South East with a requirement for process and methodology skills.

Process & Methodology Skills
South East
Permanent job vacancies with a requirement for process and methodology skills 12774 15798 18424
As % of all permanent IT job vacancies advertised in the South East 86.89% 86.67% 86.38%
Number of salaries quoted 10566 13274 14770
Median salary £47,500 £47,000 £45,000
Median salary % change year-on-year +1.06% +4.44%  
90% offered a salary of more than £30,500 £31,000 £30,000
10% offered a salary of more than £67,500 £65,000 £68,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Propensity Modelling
Job Vacancy Trend in the South East

The job posting trend of jobs advertised in the South East 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 South East

Propensity Modelling
Salary Trend in the South East

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

Salary trend for Propensity Modelling in the South East

Propensity Modelling
Salary Histogram in the South East

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

Salary histogram for Propensity Modelling in the South East

Propensity Modelling
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Propensity Modelling within the South East 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
Berkshire +19 1 £100,000 +90.47%
Oxfordshire - 1 £50,000 -
Propensity Modelling
England

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 South East region with a requirement for Propensity Modelling.

1 14 (77.78%) SQL
2 13 (72.22%) Marketing
3 8 (44.44%) Data Modelling
3 8 (44.44%) Python
3 8 (44.44%) R
3 8 (44.44%) Big Data
4 7 (38.89%) Machine Learning
4 7 (38.89%) Hadoop
4 7 (38.89%) Analytical Skills
4 7 (38.89%) Apache Spark
5 6 (33.33%) Statistics
5 6 (33.33%) Direct Marketing
5 6 (33.33%) Retail
6 5 (27.78%) Microsoft Office
6 5 (27.78%) Project Management
6 5 (27.78%) Degree
6 5 (27.78%) Statistical Modelling
6 5 (27.78%) Algorithms
7 4 (22.22%) Data Structures
7 4 (22.22%) Decision Tree
7 4 (22.22%) Analytics
7 4 (22.22%) Scala
7 4 (22.22%) Kalman Filter
7 4 (22.22%) Natural Language Processing
7 4 (22.22%) Tableau
7 4 (22.22%) Parallel Computing
7 4 (22.22%) Data Mining
7 4 (22.22%) Apache
7 4 (22.22%) T-SQL
7 4 (22.22%) Java

Propensity Modelling
Co-occurring IT Skills in the South East 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 7 (38.89%) Apache Spark
2 4 (22.22%) Apache
Applications
1 5 (27.78%) Microsoft Office
2 3 (16.67%) Microsoft Excel
Communications & Networking
1 3 (16.67%) MVNO
Database & Business Intelligence
1 8 (44.44%) Big Data
2 7 (38.89%) Hadoop
3 4 (22.22%) Data Mining
4 2 (11.11%) Relational Database
5 1 (5.56%) Data Warehouse
5 1 (5.56%) MongoDB
5 1 (5.56%) QlikView
5 1 (5.56%) SQL Server
5 1 (5.56%) SQL Server Integration Services
5 1 (5.56%) SQL Server Reporting Services
5 1 (5.56%) SQLite
Development Applications
1 1 (5.56%) RStudio
General
1 13 (72.22%) Marketing
2 6 (33.33%) Retail
3 3 (16.67%) Finance
3 3 (16.67%) Telecoms
4 1 (5.56%) Advertising
Job Titles
1 11 (61.11%) Analyst
2 5 (27.78%) Data Scientist
3 4 (22.22%) Data Analyst
3 4 (22.22%) Database Analyst
4 3 (16.67%) Insight Analyst
4 3 (16.67%) Senior Analyst
4 3 (16.67%) Senior Insight Analyst
5 2 (11.11%) SQL Analyst
6 1 (5.56%) Analyst Programmer
6 1 (5.56%) Architect
6 1 (5.56%) Business Intelligence Architect
6 1 (5.56%) Database Analyst Programmer
6 1 (5.56%) Database Programmer
6 1 (5.56%) Programmer
6 1 (5.56%) QlikView Architect
6 1 (5.56%) Senior Architect
6 1 (5.56%) SQL BI Architect
6 1 (5.56%) Tableau Architect
Libraries, Frameworks & Software Standards
1 4 (22.22%) Natural Language Processing
Miscellaneous
1 7 (38.89%) Analytical Skills
2 5 (27.78%) Algorithms
3 4 (22.22%) Data Structures
4 1 (5.56%) Data Centre
4 1 (5.56%) Machine to Machine
4 1 (5.56%) User Experience
Processes & Methodologies
1 8 (44.44%) Data Modelling
2 7 (38.89%) Machine Learning
3 6 (33.33%) Direct Marketing
3 6 (33.33%) Statistics
4 5 (27.78%) Project Management
4 5 (27.78%) Statistical Modelling
5 4 (22.22%) Analytics
5 4 (22.22%) Artificial Intelligence
5 4 (22.22%) Business Development
5 4 (22.22%) Data Analysis
5 4 (22.22%) Decision Tree
5 4 (22.22%) Kalman Filter
5 4 (22.22%) Neural Network
5 4 (22.22%) Parallel Computing
6 3 (16.67%) Actionable Insight
6 3 (16.67%) Time Series Analysis
7 2 (11.11%) Data Visualisation
7 2 (11.11%) Visualisation
8 1 (5.56%) Mathematics
8 1 (5.56%) Product Management
Programming Languages
1 14 (77.78%) SQL
2 8 (44.44%) Python
2 8 (44.44%) R
3 4 (22.22%) Java
3 4 (22.22%) Perl
3 4 (22.22%) Scala
3 4 (22.22%) T-SQL
4 1 (5.56%) JavaScript
Qualifications
1 5 (27.78%) Degree
2 3 (16.67%) Master's Degree
Quality Assurance & Compliance
1 3 (16.67%) Data Quality
Vendors
1 4 (22.22%) Tableau
2 3 (16.67%) Teradata