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 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Propensity Modelling
Rank 908 929 910
Rank change year-on-year
+21 -19
Permanent jobs citing Propensity Modelling 24 49 79
As % of all permanent IT jobs located in the UK 0.024% 0.044% 0.066%
As % of the Processes & Methodologies category 0.028% 0.051% 0.078%
Number of salaries quoted 19 25 53
Median salary £52,500 £42,500 £41,500
Median salary % change year-on-year
+23.52% +2.40%
90% offered a salary of more than £25,000 £32,500 £37,500
10% offered a salary of more than £65,000 £66,000 £56,100
UK excluding London median salary £56,250 £35,000 £41,500
% change year-on-year
+60.71% -15.66%

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
86175 96499 101637
As % of all permanent IT jobs located in the UK 87.87% 86.85% 85.48%
Number of salaries quoted 72066 78843 82351
Median salary £50,000 £50,000 £48,000
Median salary % change year-on-year
- +4.16%
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

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 29 June 2016 within the UK.

Propensity Modelling Salary Histogram in the UK

Propensity Modelling
Top 15 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 29 June 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 +28 24 £52,500 +23.52%
South East +39 9 £52,500 +20.00%
London +2 9 £42,500 -2.85%
Surrey +24 6 £65,000 +44.44%
Staines - 6 £65,000 -
North West +33 3 £45,000 +45.16%
Maidenhead - 3 £52,500 -
Berkshire - 3 £52,500 -
South West +24 2 £60,000 +4.34%
Somerset -6 2 £60,000 +4.34%
Bath -6 2 £60,000 +4.34%
Manchester - 2 £52,500 -
East of England +29 1 £98,550 +203.23%
Norfolk - 1 £98,550 -
Norwich - 1 £98,550 -

Propensity Modelling
Top 30 Related IT Skills

For the 6 months to 29 June 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 32 (62.75%) SAS
2 30 (58.82%) SQL
2 30 (58.82%) Marketing
2 30 (58.82%) Analytical Skills
3 29 (56.86%) Analytics
4 24 (47.06%) Statistical Modelling
5 23 (45.10%) Statistics
6 21 (41.18%) SPSS
6 21 (41.18%) R
7 20 (39.22%) Logistic Regression
8 16 (31.37%) Customer Segmentation
9 15 (29.41%) Finance
10 13 (25.49%) Java
10 13 (25.49%) Python
10 13 (25.49%) Apache Hive
10 13 (25.49%) Big Data
10 13 (25.49%) Hadoop
11 12 (23.53%) Mathematics
11 12 (23.53%) Business Intelligence
11 12 (23.53%) Data Analysis
12 11 (21.57%) SAP
12 11 (21.57%) Machine Learning
12 11 (21.57%) Algorithms
13 10 (19.61%) Campaign Analysis
13 10 (19.61%) Predictive Modelling
13 10 (19.61%) Base SAS
13 10 (19.61%) Degree
14 9 (17.65%) CHAID
15 8 (15.69%) Adobe
15 8 (15.69%) VBA

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 32 (62.75%) SAS
2 6 (11.76%) Apache
2 6 (11.76%) Apache Pig
2 6 (11.76%) Apache Spark
Applications
1 21 (41.18%) SPSS
2 5 (9.80%) MS PowerPoint
3 4 (7.84%) MS Excel
3 4 (7.84%) MS Office
Business Applications
1 8 (15.69%) SAP Oil and Gas
2 4 (7.84%) Dynamics CRM
3 1 (1.96%) FastStats
Cloud Services
1 5 (9.80%) SmartFocus
2 3 (5.88%) Google Analytics
Communications & Networking
1 1 (1.96%) Broadband
Database & Business Intelligence
1 13 (25.49%) Apache Hive
1 13 (25.49%) Big Data
1 13 (25.49%) Hadoop
2 10 (19.61%) Base SAS
3 7 (13.73%) Data Mining
3 7 (13.73%) Relational Database
4 6 (11.76%) RDBMS
5 5 (9.80%) SQL Server
6 3 (5.88%) BusinessObjects
6 3 (5.88%) HBase
7 2 (3.92%) Impala
7 2 (3.92%) SAS Enterprise Guide
7 2 (3.92%) SQL Server 2008
8 1 (1.96%) SAS Enterprise Miner
General
1 30 (58.82%) Marketing
2 15 (29.41%) Finance
3 6 (11.76%) Telecoms
4 3 (5.88%) Banking
4 3 (5.88%) Electronics
4 3 (5.88%) Manufacturing
4 3 (5.88%) Retail
5 1 (1.96%) Advertising
5 1 (1.96%) Financial Institution
5 1 (1.96%) Games
5 1 (1.96%) Retail Banking
Job Titles
1 26 (50.98%) Analyst
2 11 (21.57%) Insight Analyst
3 10 (19.61%) Data Analyst
4 8 (15.69%) Analytics Manager
4 8 (15.69%) Data Scientist
4 8 (15.69%) Senior Manager
5 7 (13.73%) Data Manager
5 7 (13.73%) SAS Analyst
5 7 (13.73%) Senior Analyst
6 6 (11.76%) Excel Analyst
6 6 (11.76%) Senior Analytics Manager
7 5 (9.80%) Business Data Analyst
7 5 (9.80%) FMCG Analyst
7 5 (9.80%) SAS Insight Analyst
8 4 (7.84%) Insight Manager
8 4 (7.84%) SAS Modeller
9 3 (5.88%) Data Insight Analyst
9 3 (5.88%) Insight Data Analyst
9 3 (5.88%) Senior Insight Analyst
9 3 (5.88%) SQL Analyst
Libraries, Frameworks & Software Standards
1 6 (11.76%) Cascading
1 6 (11.76%) Kafka
1 6 (11.76%) Natural Language Processing
Miscellaneous
1 30 (58.82%) Analytical Skills
2 23 (45.10%) Statistics
3 12 (23.53%) Mathematics
4 11 (21.57%) Algorithms
5 8 (15.69%) Economics
6 7 (13.73%) Computer Science
6 7 (13.73%) Credit Risk
6 7 (13.73%) Neural Network
7 6 (11.76%) Artificial Intelligence
7 6 (11.76%) Data Structures
8 5 (9.80%) FMCG
8 5 (9.80%) Physics
9 3 (5.88%) Psychology
10 1 (1.96%) Social Media
Operating Systems
1 6 (11.76%) Linux
1 6 (11.76%) Unix
Processes & Methodologies
1 29 (56.86%) Analytics
2 24 (47.06%) Statistical Modelling
3 20 (39.22%) Logistic Regression
4 16 (31.37%) Customer Segmentation
5 12 (23.53%) Business Intelligence
5 12 (23.53%) Data Analysis
6 11 (21.57%) Machine Learning
7 10 (19.61%) Campaign Analysis
7 10 (19.61%) Predictive Modelling
8 9 (17.65%) CHAID
9 8 (15.69%) Customer Insight
10 7 (13.73%) Digital Marketing
11 6 (11.76%) Data Analytics
11 6 (11.76%) Kalman Filter
11 6 (11.76%) MapReduce
11 6 (11.76%) Open Source
11 6 (11.76%) Open Source Development
11 6 (11.76%) Parallel Computing
12 5 (9.80%) CRM
12 5 (9.80%) Web Analytics
Programming Languages
1 30 (58.82%) SQL
2 21 (41.18%) R
3 13 (25.49%) Java
3 13 (25.49%) Python
4 8 (15.69%) SAS Macro
4 8 (15.69%) VBA
5 7 (13.73%) Scala
6 6 (11.76%) Perl
6 6 (11.76%) Shell Script
7 2 (3.92%) MATLAB
Qualifications
1 10 (19.61%) Degree
2 7 (13.73%) PhD
System Software
1 2 (3.92%) HDFS
Vendors
1 11 (21.57%) SAP
2 8 (15.69%) Adobe
3 7 (13.73%) Microsoft
4 6 (11.76%) Cognos
5 3 (5.88%) Google
6 2 (3.92%) Cloudera
6 2 (3.92%) MicroStrategy
6 2 (3.92%) Tableau