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 31 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 May 2016
Same period 2015 Same period 2014
Propensity Modelling
Rank 879 894 884
Rank change year-on-year
+15 -10
Permanent jobs citing Propensity Modelling 27 42 83
As % of all permanent IT jobs located in England 0.029% 0.042% 0.074%
As % of the Processes & Methodologies category 0.033% 0.049% 0.087%
Number of salaries quoted 22 27 61
Median salary £42,000 £45,000 £41,500
Median salary % change year-on-year
-6.66% +8.43%
90% offered a salary of more than £25,350 £40,000 £37,500
10% offered a salary of more than £92,090 £60,000 £52,500
UK excluding London median salary £52,500 £43,750 £41,500
% change year-on-year
+20.00% +5.42%
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
80853 85795 95358
As % of all permanent IT jobs located in England 87.92% 86.28% 85.39%
Number of salaries quoted 68181 70594 78161
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 £31,500
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 31 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 31 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 -3 12 £41,250 -8.33%
South East +26 8 £52,500 +16.66%
North West +22 2 £42,500 +33.41% 1
East of England - 2 £96,825 - 1
East Midlands +8 1 £28,500 -28.75% 1
South West +3 1 £60,000 +6.66% 2
Yorkshire - 1 £38,500 -
Propensity Modelling
UK

Propensity Modelling
Top 30 Related IT Skills in England

For the 6 months to 31 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 31 (67.39%) Marketing
2 28 (60.87%) SAS
3 26 (56.52%) Analytics
4 25 (54.35%) Statistical Modelling
5 24 (52.17%) SQL
6 22 (47.83%) Analytical Skills
7 18 (39.13%) Logistic Regression
8 17 (36.96%) Statistics
8 17 (36.96%) SPSS
8 17 (36.96%) Customer Segmentation
8 17 (36.96%) R
9 15 (32.61%) Finance
10 14 (30.43%) Data Analysis
11 11 (23.91%) Java
11 11 (23.91%) Python
11 11 (23.91%) Apache Hive
11 11 (23.91%) Hadoop
11 11 (23.91%) Big Data
12 10 (21.74%) Customer Insight
12 10 (21.74%) SAP
12 10 (21.74%) Business Intelligence
13 9 (19.57%) CHAID
13 9 (19.57%) Machine Learning
13 9 (19.57%) Algorithms
13 9 (19.57%) Base SAS
14 8 (17.39%) SAS Macro
14 8 (17.39%) Predictive Modelling
14 8 (17.39%) Campaign Analysis
14 8 (17.39%) SAP Oil and Gas
15 7 (15.22%) Neural Network

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 28 (60.87%) SAS
2 6 (13.04%) Apache
2 6 (13.04%) Apache Pig
2 6 (13.04%) Apache Spark
Applications
1 17 (36.96%) SPSS
2 5 (10.87%) MS PowerPoint
3 4 (8.70%) MS Excel
4 1 (2.17%) MS Office
Business Applications
1 8 (17.39%) SAP Oil and Gas
2 4 (8.70%) Dynamics CRM
3 1 (2.17%) FastStats
Cloud Services
1 6 (13.04%) SmartFocus
Communications & Networking
1 1 (2.17%) Broadband
Database & Business Intelligence
1 11 (23.91%) Apache Hive
1 11 (23.91%) Big Data
1 11 (23.91%) Hadoop
2 9 (19.57%) Base SAS
3 7 (15.22%) Data Mining
3 7 (15.22%) Relational Database
4 6 (13.04%) RDBMS
5 3 (6.52%) BusinessObjects
5 3 (6.52%) SQL Server
6 2 (4.35%) HBase
6 2 (4.35%) Impala
7 1 (2.17%) SAS Enterprise Guide
7 1 (2.17%) SAS Enterprise Miner
7 1 (2.17%) SQL Server 2008
General
1 31 (67.39%) Marketing
2 15 (32.61%) Finance
3 3 (6.52%) Electronics
3 3 (6.52%) Manufacturing
3 3 (6.52%) Telecoms
4 2 (4.35%) Banking
4 2 (4.35%) Retail
5 1 (2.17%) Advertising
5 1 (2.17%) Financial Institution
5 1 (2.17%) Games
5 1 (2.17%) Retail Banking
Job Titles
1 23 (50.00%) Analyst
2 11 (23.91%) Data Analyst
2 11 (23.91%) Insight Analyst
3 9 (19.57%) Analytics Manager
4 8 (17.39%) Data Scientist
4 8 (17.39%) Senior Manager
5 7 (15.22%) Excel Analyst
5 7 (15.22%) Senior Analytics Manager
6 6 (13.04%) Business Data Analyst
6 6 (13.04%) FMCG Analyst
6 6 (13.04%) SAS Analyst
6 6 (13.04%) Senior Analyst
7 5 (10.87%) SAS Insight Analyst
8 4 (8.70%) Data Manager
8 4 (8.70%) SAS Modeller
9 3 (6.52%) Data Insight Analyst
9 3 (6.52%) Insight Data Analyst
9 3 (6.52%) Senior Insight Analyst
10 2 (4.35%) Business Intelligence Analyst
10 2 (4.35%) Insight Manager
Libraries, Frameworks & Software Standards
1 6 (13.04%) Cascading
1 6 (13.04%) Kafka
1 6 (13.04%) Natural Language Processing
Miscellaneous
1 22 (47.83%) Analytical Skills
2 17 (36.96%) Statistics
3 9 (19.57%) Algorithms
4 7 (15.22%) Credit Risk
4 7 (15.22%) Mathematics
4 7 (15.22%) Neural Network
5 6 (13.04%) Artificial Intelligence
5 6 (13.04%) Data Structures
5 6 (13.04%) FMCG
6 4 (8.70%) Computer Science
6 4 (8.70%) Economics
7 3 (6.52%) Physics
8 1 (2.17%) Social Media
Operating Systems
1 6 (13.04%) Linux
1 6 (13.04%) Unix
Processes & Methodologies
1 26 (56.52%) Analytics
2 25 (54.35%) Statistical Modelling
3 18 (39.13%) Logistic Regression
4 17 (36.96%) Customer Segmentation
5 14 (30.43%) Data Analysis
6 10 (21.74%) Business Intelligence
6 10 (21.74%) Customer Insight
7 9 (19.57%) CHAID
7 9 (19.57%) Machine Learning
8 8 (17.39%) Campaign Analysis
8 8 (17.39%) Predictive Modelling
9 7 (15.22%) CRM
9 7 (15.22%) Data Analytics
9 7 (15.22%) Digital Marketing
10 6 (13.04%) Direct Marketing
10 6 (13.04%) Kalman Filter
10 6 (13.04%) MapReduce
10 6 (13.04%) Open Source
10 6 (13.04%) Parallel Computing
10 6 (13.04%) Web Analytics
Programming Languages
1 24 (52.17%) SQL
2 17 (36.96%) R
3 11 (23.91%) Java
3 11 (23.91%) Python
4 8 (17.39%) SAS Macro
5 6 (13.04%) Perl
5 6 (13.04%) Shell Script
5 6 (13.04%) VBA
6 5 (10.87%) Scala
7 2 (4.35%) MATLAB
Qualifications
1 6 (13.04%) Degree
2 5 (10.87%) PhD
System Software
1 2 (4.35%) HDFS
Vendors
1 10 (21.74%) SAP
2 7 (15.22%) Cognos
3 6 (13.04%) Adobe
4 4 (8.70%) Microsoft
5 2 (4.35%) Cloudera
5 2 (4.35%) MicroStrategy
5 2 (4.35%) Tableau
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