The table below looks at the statistics for Propensity Modelling skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Propensity Modelling over the 3 months to 28 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 May 2016
Same period 2015 Same period 2014
Propensity Modelling
Rank 882 918 929
Rank change year-on-year
+36 +11
Permanent jobs citing Propensity Modelling 27 47 84
As % of all permanent IT jobs located in the UK 0.027% 0.043% 0.071%
As % of the Processes & Methodologies category 0.031% 0.050% 0.083%
Number of salaries quoted 22 31 61
Median salary £43,250 £45,000 £41,500
Median salary % change year-on-year
-3.88% +8.43%
90% offered a salary of more than £25,350 £35,000 £37,500
10% offered a salary of more than £92,090 £60,000 £52,500
UK excluding London median salary £52,500 £45,000 £41,500
% change year-on-year
+16.66% +8.43%

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

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
87589 93360 100944
As % of all permanent IT jobs located in the UK 87.87% 86.37% 85.34%
Number of salaries quoted 73004 75835 82109
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £31,500 £31,000
10% offered a salary of more than £75,000 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Propensity Modelling
Jobs Demand Trend

The demand trend of job ads 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 UK

Propensity Modelling
Salary Trend

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

Propensity Modelling Salary Trend in the UK

Propensity Modelling
Salary Histogram

This chart provides a salary histogram for IT jobs citing Propensity Modelling over the 3 months to 28 May 2016 within the UK.

Propensity Modelling Salary Histogram in the UK

Propensity Modelling
Top 20 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 28 May 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
England +7 27 £43,250 -3.88% 6
London +26 11 £41,000 -6.28% 1
South East +21 8 £52,500 +16.66%
Surrey +6 6 £65,000 +44.44%
Staines - 6 £65,000 -
North West +19 2 £42,500 +33.41% 1
South West +9 2 £60,000 +6.66% 2
Bath -1 2 £60,000 +6.66% 1
Somerset -8 2 £60,000 +6.66% 1
Norfolk - 2 £96,825 -
Norwich - 2 £96,825 -
Berkshire - 2 £52,500 -
Maidenhead - 2 £52,500 -
East of England - 2 £96,825 - 1
East Midlands +6 1 £28,500 -32.94% 1
Manchester -8 1 £45,000 +41.26% 1
Lutterworth - 1 £28,500 -
Leicestershire - 1 £28,500 -
West Yorkshire - 1 £38,500 -
Yorkshire - 1 £38,500 -

Propensity Modelling
Top 30 Related IT Skills

For the 6 months to 28 May 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 with a requirement for Propensity Modelling.

1 33 (67.35%) Marketing
2 31 (63.27%) SAS
2 31 (63.27%) Analytics
3 28 (57.14%) SQL
4 25 (51.02%) Statistical Modelling
5 24 (48.98%) Analytical Skills
6 21 (42.86%) SPSS
7 19 (38.78%) Statistics
7 19 (38.78%) R
8 17 (34.69%) Customer Segmentation
8 17 (34.69%) Logistic Regression
9 15 (30.61%) Finance
10 14 (28.57%) Data Analysis
11 13 (26.53%) Business Intelligence
12 11 (22.45%) Customer Insight
12 11 (22.45%) Campaign Analysis
13 10 (20.41%) Big Data
13 10 (20.41%) Apache Hive
13 10 (20.41%) Hadoop
13 10 (20.41%) VBA
13 10 (20.41%) Java
13 10 (20.41%) SAP
13 10 (20.41%) Python
14 9 (18.37%) Adobe
14 9 (18.37%) CHAID
14 9 (18.37%) Mathematics
14 9 (18.37%) Degree
14 9 (18.37%) Base SAS
15 8 (16.33%) SAS Macro
15 8 (16.33%) Data Analytics

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 31 (63.27%) SAS
2 6 (12.24%) Apache
2 6 (12.24%) Apache Pig
2 6 (12.24%) Apache Spark
Applications
1 21 (42.86%) SPSS
2 5 (10.20%) MS PowerPoint
3 4 (8.16%) MS Excel
3 4 (8.16%) MS Office
4 1 (2.04%) EViews
4 1 (2.04%) Stata
Business Applications
1 8 (16.33%) SAP Oil and Gas
2 4 (8.16%) Dynamics CRM
3 1 (2.04%) FastStats
Cloud Services
1 6 (12.24%) SmartFocus
2 3 (6.12%) Google Analytics
Communications & Networking
1 1 (2.04%) Broadband
Database & Business Intelligence
1 10 (20.41%) Apache Hive
1 10 (20.41%) Big Data
1 10 (20.41%) Hadoop
2 9 (18.37%) Base SAS
3 7 (14.29%) Data Mining
3 7 (14.29%) Relational Database
4 6 (12.24%) RDBMS
5 3 (6.12%) BusinessObjects
5 3 (6.12%) SQL Server
6 2 (4.08%) HBase
6 2 (4.08%) Impala
7 1 (2.04%) SAS Enterprise Guide
7 1 (2.04%) SAS Enterprise Miner
7 1 (2.04%) SQL Server 2008
General
1 33 (67.35%) Marketing
2 15 (30.61%) Finance
3 7 (14.29%) Telecoms
4 4 (8.16%) Retail
5 3 (6.12%) Electronics
5 3 (6.12%) Manufacturing
6 2 (4.08%) Banking
6 2 (4.08%) Games
7 1 (2.04%) Advertising
7 1 (2.04%) Financial Institution
7 1 (2.04%) Retail Banking
Job Titles
1 26 (53.06%) Analyst
2 12 (24.49%) Data Analyst
3 11 (22.45%) Insight Analyst
4 9 (18.37%) Analytics Manager
5 8 (16.33%) Data Scientist
5 8 (16.33%) Senior Manager
6 7 (14.29%) Excel Analyst
6 7 (14.29%) Senior Analyst
6 7 (14.29%) Senior Analytics Manager
7 6 (12.24%) Business Data Analyst
7 6 (12.24%) FMCG Analyst
7 6 (12.24%) SAS Analyst
8 5 (10.20%) SAS Insight Analyst
8 5 (10.20%) SAS Modeller
9 3 (6.12%) Data Insight Analyst
9 3 (6.12%) Data Manager
9 3 (6.12%) Insight Data Analyst
9 3 (6.12%) Senior Insight Analyst
9 3 (6.12%) Statistical Analyst
10 2 (4.08%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 6 (12.24%) Cascading
1 6 (12.24%) Kafka
1 6 (12.24%) Natural Language Processing
Miscellaneous
1 24 (48.98%) Analytical Skills
2 19 (38.78%) Statistics
3 9 (18.37%) Mathematics
4 8 (16.33%) Algorithms
5 7 (14.29%) Credit Risk
5 7 (14.29%) Economics
5 7 (14.29%) FMCG
5 7 (14.29%) Neural Network
6 6 (12.24%) Artificial Intelligence
6 6 (12.24%) Data Structures
7 3 (6.12%) Computer Science
7 3 (6.12%) Psychology
8 2 (4.08%) Physics
9 1 (2.04%) Social Media
Operating Systems
1 6 (12.24%) Linux
1 6 (12.24%) Unix
Processes & Methodologies
1 31 (63.27%) Analytics
2 25 (51.02%) Statistical Modelling
3 17 (34.69%) Customer Segmentation
3 17 (34.69%) Logistic Regression
4 14 (28.57%) Data Analysis
5 13 (26.53%) Business Intelligence
6 11 (22.45%) Campaign Analysis
6 11 (22.45%) Customer Insight
7 9 (18.37%) CHAID
8 8 (16.33%) Data Analytics
8 8 (16.33%) Machine Learning
9 7 (14.29%) CRM
9 7 (14.29%) Digital Marketing
9 7 (14.29%) Predictive Modelling
10 6 (12.24%) Direct Marketing
10 6 (12.24%) Kalman Filter
10 6 (12.24%) MapReduce
10 6 (12.24%) Open Source
10 6 (12.24%) Parallel Computing
10 6 (12.24%) Web Analytics
Programming Languages
1 28 (57.14%) SQL
2 19 (38.78%) R
3 10 (20.41%) Java
3 10 (20.41%) Python
3 10 (20.41%) VBA
4 8 (16.33%) SAS Macro
5 6 (12.24%) Perl
5 6 (12.24%) Shell Script
6 4 (8.16%) Scala
7 2 (4.08%) MATLAB
Qualifications
1 9 (18.37%) Degree
2 4 (8.16%) PhD
System Software
1 2 (4.08%) HDFS
Vendors
1 10 (20.41%) SAP
2 9 (18.37%) Adobe
3 7 (14.29%) Cognos
3 7 (14.29%) Microsoft
4 3 (6.12%) Google
5 2 (4.08%) Cloudera
5 2 (4.08%) MicroStrategy
5 2 (4.08%) Tableau
6 1 (2.04%) Oracle
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