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 24 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Sep 2016
Same period 2015 Same period 2014
Propensity Modelling
Rank 419 461 427
Rank change year-on-year
+42 -34
Permanent jobs citing Propensity Modelling 3 2 33
As % of all permanent IT jobs located in the South East 0.017% 0.010% 0.15%
As % of the Processes & Methodologies category 0.020% 0.011% 0.18%
Number of salaries quoted 2 0 16
Median salary £51,250 - £45,000
90% offered a salary of more than £50,250 - £38,500
10% offered a salary of more than £52,250 - £72,500
UK excluding London median salary £52,500 £37,000 £39,000
% change year-on-year
+41.89% -5.12%
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
14943 17932 18336
As % of all permanent IT jobs located in the South East 86.23% 85.33% 83.55%
Number of salaries quoted 12434 14896 14137
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £70,000 £67,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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
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 24 September 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 +17 1 - -
Berkshire - 1 £52,500 -
Oxfordshire - 1 £50,000 -
Propensity Modelling
England

Propensity Modelling
Top 30 Related IT Skills in the South East

For the 6 months to 24 September 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 12 (100.00%) Java
1 12 (100.00%) Python
1 12 (100.00%) Statistics
1 12 (100.00%) R
1 12 (100.00%) Machine Learning
1 12 (100.00%) Big Data
1 12 (100.00%) Statistical Modelling
2 11 (91.67%) Algorithms
2 11 (91.67%) Logistic Regression
2 11 (91.67%) Hadoop
3 10 (83.33%) Apache Hive
4 8 (66.67%) Data Mining
4 8 (66.67%) SQL
5 7 (58.33%) Apache Spark
5 7 (58.33%) Data Structures
5 7 (58.33%) Relational Database
5 7 (58.33%) Kalman Filter
5 7 (58.33%) Cascading
5 7 (58.33%) Natural Language Processing
5 7 (58.33%) MapReduce
5 7 (58.33%) Open Source Development
5 7 (58.33%) Unix
5 7 (58.33%) Linux
5 7 (58.33%) Apache
5 7 (58.33%) Perl
5 7 (58.33%) Data Analysis
5 7 (58.33%) Artificial Intelligence
5 7 (58.33%) Neural Network
5 7 (58.33%) Parallel Computing
5 7 (58.33%) Open Source

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 7 (58.33%) Apache
1 7 (58.33%) Apache Spark
2 6 (50.00%) Apache Pig
Business Applications
1 5 (41.67%) SAP Oil and Gas
Database & Business Intelligence
1 12 (100.00%) Big Data
2 11 (91.67%) Hadoop
3 10 (83.33%) Apache Hive
4 8 (66.67%) Data Mining
5 7 (58.33%) RDBMS
5 7 (58.33%) Relational Database
6 4 (33.33%) HBase
General
1 1 (8.33%) Marketing
Job Titles
1 8 (66.67%) Data Scientist
2 4 (33.33%) Data Manager
Libraries, Frameworks & Software Standards
1 7 (58.33%) Cascading
1 7 (58.33%) Natural Language Processing
2 6 (50.00%) Kafka
Miscellaneous
1 12 (100.00%) Statistics
2 11 (91.67%) Algorithms
3 7 (58.33%) Artificial Intelligence
3 7 (58.33%) Data Structures
3 7 (58.33%) Neural Network
4 6 (50.00%) Analytical Skills
5 5 (41.67%) Physics
6 4 (33.33%) Computer Science
6 4 (33.33%) Mathematics
7 1 (8.33%) Credit Risk
Operating Systems
1 7 (58.33%) Linux
1 7 (58.33%) Unix
Processes & Methodologies
1 12 (100.00%) Machine Learning
1 12 (100.00%) Statistical Modelling
2 11 (91.67%) Logistic Regression
3 7 (58.33%) Data Analysis
3 7 (58.33%) Kalman Filter
3 7 (58.33%) MapReduce
3 7 (58.33%) Open Source
3 7 (58.33%) Open Source Development
3 7 (58.33%) Parallel Computing
4 6 (50.00%) Business Development
5 5 (41.67%) Predictive Modelling
6 4 (33.33%) Actionable Insight
7 1 (8.33%) Analytics
7 1 (8.33%) Business Intelligence
7 1 (8.33%) Operations Research
7 1 (8.33%) Web Analytics
Programming Languages
1 12 (100.00%) Java
1 12 (100.00%) Python
1 12 (100.00%) R
2 8 (66.67%) SQL
3 7 (58.33%) Perl
4 6 (50.00%) Shell Script
5 5 (41.67%) Scala
6 1 (8.33%) C
6 1 (8.33%) C++
6 1 (8.33%) VBA
Qualifications
1 5 (41.67%) PhD
Vendors
1 6 (50.00%) SAP