The table below looks at the statistics for Propensity Modelling skills in IT jobs advertised for the South East region. Included is a guide to the salaries offered in IT jobs that have cited Propensity Modelling over the 3 months to 1 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Propensity Modelling
Rank 433 469 466
Rank change year-on-year
+36 -3
Permanent jobs citing Propensity Modelling 9 4 15
As % of all permanent IT jobs located in the South East 0.049% 0.019% 0.064%
As % of the Processes & Methodologies category 0.058% 0.022% 0.077%
Number of salaries quoted 4 4 3
Median salary £52,500 £43,750 £45,000
Median salary % change year-on-year
+20.00% -2.77%
UK excluding London median salary £56,250 £35,000 £41,500
% change year-on-year
+60.71% -15.66%
Propensity Modelling
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the South East region.

Processes & Methodologies Category
South East
Permanent IT job ads with a match in the
Processes & Methodologies category
15649 18106 19545
As % of all permanent IT jobs located in the South East 85.63% 85.23% 83.42%
Number of salaries quoted 13142 14499 15601
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £68,000 £65,000 £65,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Propensity Modelling
Jobs Demand Trend in the South East

The demand trend of job ads across the South East region citing Propensity Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Propensity Modelling Jobs Demand Trend 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 across the South East region.

Propensity Modelling Salary Trend in the South East

Propensity Modelling
Salary Histogram in the South East

This chart provides a salary histogram for IT jobs citing Propensity Modelling across the South East region over the 3 months to 1 July 2016.

Propensity Modelling Salary Histogram 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 1 July 2016. 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
(Click see detailed
statistics and trends)
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
Surrey +33 6 £65,000 +44.44%
Berkshire - 3 £52,500 -
Propensity Modelling
England

Propensity Modelling
Top 30 Related IT Skills in the South East

For the 6 months to 1 July 2016, 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 9 (81.82%) Java
1 9 (81.82%) Python
1 9 (81.82%) Statistics
1 9 (81.82%) Logistic Regression
1 9 (81.82%) Hadoop
1 9 (81.82%) Apache Hive
1 9 (81.82%) R
1 9 (81.82%) Machine Learning
1 9 (81.82%) Big Data
1 9 (81.82%) Statistical Modelling
1 9 (81.82%) Algorithms
2 7 (63.64%) Relational Database
2 7 (63.64%) SQL
3 6 (54.55%) Perl
3 6 (54.55%) SAP
3 6 (54.55%) Unix
3 6 (54.55%) Linux
3 6 (54.55%) Apache
3 6 (54.55%) Data Mining
3 6 (54.55%) RDBMS
3 6 (54.55%) Shell Script
3 6 (54.55%) Parallel Computing
3 6 (54.55%) Open Source
3 6 (54.55%) Data Analysis
3 6 (54.55%) Artificial Intelligence
3 6 (54.55%) Neural Network
3 6 (54.55%) Kalman Filter
3 6 (54.55%) Cascading
3 6 (54.55%) Apache Spark
3 6 (54.55%) Data Structures

Propensity Modelling
Top Related 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 6 (54.55%) Apache
1 6 (54.55%) Apache Pig
1 6 (54.55%) Apache Spark
2 1 (9.09%) SAS
Applications
1 1 (9.09%) MS Office
1 1 (9.09%) MS PowerPoint
Business Applications
1 5 (45.45%) SAP Oil and Gas
Database & Business Intelligence
1 9 (81.82%) Apache Hive
1 9 (81.82%) Big Data
1 9 (81.82%) Hadoop
2 7 (63.64%) Relational Database
3 6 (54.55%) Data Mining
3 6 (54.55%) RDBMS
4 3 (27.27%) HBase
5 1 (9.09%) SQL Server
General
1 1 (9.09%) Finance
1 1 (9.09%) Marketing
Job Titles
1 6 (54.55%) Data Scientist
2 3 (27.27%) Data Manager
3 2 (18.18%) Analyst
4 1 (9.09%) Data Analyst
4 1 (9.09%) Database Analyst
4 1 (9.09%) Excel Analyst
4 1 (9.09%) Insight Analyst
4 1 (9.09%) Senior Analyst
4 1 (9.09%) Senior Insight Analyst
4 1 (9.09%) SQL Server Analyst
Libraries, Frameworks & Software Standards
1 6 (54.55%) Cascading
1 6 (54.55%) Kafka
1 6 (54.55%) Natural Language Processing
Miscellaneous
1 9 (81.82%) Algorithms
1 9 (81.82%) Statistics
2 6 (54.55%) Artificial Intelligence
2 6 (54.55%) Data Structures
2 6 (54.55%) Neural Network
3 3 (27.27%) Analytical Skills
3 3 (27.27%) Computer Science
3 3 (27.27%) Mathematics
3 3 (27.27%) Physics
Operating Systems
1 6 (54.55%) Linux
1 6 (54.55%) Unix
Processes & Methodologies
1 9 (81.82%) Logistic Regression
1 9 (81.82%) Machine Learning
1 9 (81.82%) Statistical Modelling
2 6 (54.55%) Data Analysis
2 6 (54.55%) Kalman Filter
2 6 (54.55%) MapReduce
2 6 (54.55%) Open Source
2 6 (54.55%) Open Source Development
2 6 (54.55%) Parallel Computing
3 5 (45.45%) Business Development
4 3 (27.27%) Predictive Modelling
5 1 (9.09%) CRM
5 1 (9.09%) Linear Regression
Programming Languages
1 9 (81.82%) Java
1 9 (81.82%) Python
1 9 (81.82%) R
2 7 (63.64%) SQL
3 6 (54.55%) Perl
3 6 (54.55%) Shell Script
4 3 (27.27%) Scala
Qualifications
1 3 (27.27%) PhD
Vendors
1 6 (54.55%) SAP