The table below looks at the statistics for Propensity Modelling skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Propensity Modelling over the 3 months to 4 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 May 2016
Same period 2015 Same period 2014
Propensity Modeling
Rank 898 901 874
Rank change year-on-year
+3 -27
Permanent jobs citing Propensity Modelling 25 41 94
As % of all permanent IT jobs located in England 0.026% 0.040% 0.084%
As % of the Processes & Methodologies category 0.030% 0.046% 0.099%
Number of salaries quoted 20 36 67
Median salary £45,000 £45,000 £41,500
Median salary % change year-on-year
- +8.43%
90% offered a salary of more than £34,350 £40,000 £37,500
10% offered a salary of more than £95,445 £60,000 £55,000
UK excluding London median salary £52,500 £45,000 £40,000
% change year-on-year
+16.66% +12.50%
Propensity Modelling
UK

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
84306 88339 94953
As % of all permanent IT jobs located in England 87.75% 85.89% 85.35%
Number of salaries quoted 70922 72128 77259
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 £32,000 £31,000
10% offered a salary of more than £77,500 £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 in England

The demand trend of job ads across the England 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 England

Propensity Modelling
Salary Trend in England

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

Propensity Modelling Salary Trend in England

Propensity Modelling
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Propensity Modelling across the England region over the 3 months to 4 May 2016.

Propensity Modelling Salary Histogram in England

Propensity Modelling
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Propensity Modelling within the England region over the 3 months to 4 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
London -15 11 £41,500 -7.77% 1
South East +18 5 £55,000 +22.22% 1
South West 0 3 £60,000 +6.66% 1
North West +23 2 £42,500 +31.93% 1
East of England - 2 £96,825 -
East Midlands +18 1 £28,500 -32.94% 1
Yorkshire - 1 £38,500 -
Propensity Modelling
UK

Propensity Modelling
Top 30 Related IT Skills in England

For the 6 months to 4 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 across the England region with a requirement for Propensity Modelling.

1 33 (73.33%) Marketing
2 31 (68.89%) SAS
3 28 (62.22%) Analytics
4 24 (53.33%) SQL
5 21 (46.67%) Statistical Modelling
6 20 (44.44%) Analytical Skills
7 18 (40.00%) R
8 17 (37.78%) SPSS
9 16 (35.56%) Finance
9 16 (35.56%) Customer Segmentation
10 13 (28.89%) Customer Insight
10 13 (28.89%) Logistic Regression
10 13 (28.89%) Statistics
11 10 (22.22%) Data Analysis
11 10 (22.22%) Business Intelligence
11 10 (22.22%) CRM
12 9 (20.00%) CHAID
13 8 (17.78%) Python
13 8 (17.78%) SAP
13 8 (17.78%) Base SAS
13 8 (17.78%) Degree
13 8 (17.78%) SAS Macro
14 7 (15.56%) Campaign Analysis
14 7 (15.56%) Credit Risk
14 7 (15.56%) Digital Marketing
14 7 (15.56%) Data Mining
15 6 (13.33%) SAP Oil and Gas
15 6 (13.33%) Java
15 6 (13.33%) Cognos
15 6 (13.33%) Direct Marketing

Propensity Modelling
Top Related IT Skills in England 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 (68.89%) SAS
2 4 (8.89%) Apache
2 4 (8.89%) Apache Pig
2 4 (8.89%) Apache Spark
Applications
1 17 (37.78%) SPSS
2 5 (11.11%) MS PowerPoint
3 4 (8.89%) MS Excel
4 1 (2.22%) EViews
4 1 (2.22%) MS Office
4 1 (2.22%) Stata
Business Applications
1 6 (13.33%) SAP Oil and Gas
2 4 (8.89%) Dynamics CRM
3 2 (4.44%) Adobe Campaign
3 2 (4.44%) Unica
4 1 (2.22%) FastStats
Cloud Services
1 5 (11.11%) SmartFocus
Communications & Networking
1 1 (2.22%) Broadband
Database & Business Intelligence
1 8 (17.78%) Base SAS
2 7 (15.56%) Data Mining
3 6 (13.33%) Apache Hive
3 6 (13.33%) Big Data
3 6 (13.33%) Hadoop
4 5 (11.11%) Relational Database
5 4 (8.89%) RDBMS
6 3 (6.67%) BusinessObjects
7 2 (4.44%) Impala
7 2 (4.44%) SQL Server
8 1 (2.22%) SAS Enterprise Miner
General
1 33 (73.33%) Marketing
2 16 (35.56%) Finance
3 4 (8.89%) Telecoms
4 3 (6.67%) Electronics
4 3 (6.67%) Manufacturing
5 2 (4.44%) Retail
6 1 (2.22%) Advertising
6 1 (2.22%) Banking
6 1 (2.22%) Financial Institution
6 1 (2.22%) Games
6 1 (2.22%) Retail Banking
Job Titles
1 23 (51.11%) Analyst
2 13 (28.89%) Insight Analyst
3 10 (22.22%) Data Analyst
4 8 (17.78%) Analytics Manager
4 8 (17.78%) Data Scientist
4 8 (17.78%) Senior Analyst
5 6 (13.33%) Senior Analytics Manager
5 6 (13.33%) Senior Manager
6 5 (11.11%) Excel Analyst
6 5 (11.11%) SAS Analyst
6 5 (11.11%) SAS Insight Analyst
6 5 (11.11%) SAS Modeller
7 4 (8.89%) Business Data Analyst
7 4 (8.89%) Data Insight Analyst
7 4 (8.89%) FMCG Analyst
7 4 (8.89%) Insight Data Analyst
7 4 (8.89%) Senior Insight Analyst
8 3 (6.67%) Data Manager
9 2 (4.44%) Marketing Analyst
9 2 (4.44%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 4 (8.89%) Cascading
1 4 (8.89%) Kafka
1 4 (8.89%) Natural Language Processing
Miscellaneous
1 20 (44.44%) Analytical Skills
2 13 (28.89%) Statistics
3 7 (15.56%) Credit Risk
4 5 (11.11%) FMCG
4 5 (11.11%) Mathematics
4 5 (11.11%) Neural Network
5 4 (8.89%) Algorithms
5 4 (8.89%) Artificial Intelligence
5 4 (8.89%) Data Structures
5 4 (8.89%) Economics
6 2 (4.44%) Computer Science
7 1 (2.22%) Management Information System
7 1 (2.22%) Social Media
Operating Systems
1 4 (8.89%) Linux
1 4 (8.89%) Unix
Processes & Methodologies
1 28 (62.22%) Analytics
2 21 (46.67%) Statistical Modelling
3 16 (35.56%) Customer Segmentation
4 13 (28.89%) Customer Insight
4 13 (28.89%) Logistic Regression
5 10 (22.22%) Business Intelligence
5 10 (22.22%) CRM
5 10 (22.22%) Data Analysis
6 9 (20.00%) CHAID
7 7 (15.56%) Campaign Analysis
7 7 (15.56%) Digital Marketing
8 6 (13.33%) Data Analytics
8 6 (13.33%) Direct Marketing
9 5 (11.11%) Marketing Strategy
9 5 (11.11%) Predictive Modelling
9 5 (11.11%) Web Analytics
10 4 (8.89%) Machine Learning
10 4 (8.89%) MapReduce
10 4 (8.89%) Open Source
10 4 (8.89%) Parallel Computing
Programming Languages
1 24 (53.33%) SQL
2 18 (40.00%) R
3 8 (17.78%) Python
3 8 (17.78%) SAS Macro
4 6 (13.33%) Java
5 5 (11.11%) VBA
6 4 (8.89%) Perl
6 4 (8.89%) Shell Script
7 2 (4.44%) MATLAB
7 2 (4.44%) Scala
Qualifications
1 8 (17.78%) Degree
2 2 (4.44%) PhD
System Software
1 2 (4.44%) HDFS
Vendors
1 8 (17.78%) SAP
2 6 (13.33%) Cognos
3 5 (11.11%) Adobe
4 4 (8.89%) Microsoft
5 2 (4.44%) Alterian
5 2 (4.44%) Cloudera
5 2 (4.44%) MicroStrategy
5 2 (4.44%) Tableau
6 1 (2.22%) Oracle
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