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

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Propensity Modelling
Rank 891 921 927
Rank change year-on-year
+30 +6
Permanent jobs citing Propensity Modelling 24 47 66
As % of all permanent IT jobs located in the UK 0.024% 0.043% 0.056%
As % of the Processes & Methodologies category 0.028% 0.049% 0.066%
Number of salaries quoted 20 22 33
Median salary £52,500 £41,250 £42,500
Median salary % change year-on-year
+27.27% -2.94%
90% offered a salary of more than £40,750 £31,150 £35,000
10% offered a salary of more than £60,500 £59,800 £56,100
UK excluding London median salary £52,500 £33,750 £41,500
% change year-on-year
+55.55% -18.67%

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
86142 95892 100545
As % of all permanent IT jobs located in the UK 87.84% 87.29% 85.37%
Number of salaries quoted 71917 78502 81138
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 £31,000
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

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 July 2016 within the UK.

Propensity Modelling Salary Histogram in the UK

Propensity Modelling
Top 14 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 July 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 +29 24 £52,500 +23.52% 4
London +25 12 £52,500 -2.32% 1
South East +33 8 £52,500 +23.52% 2
Maidenhead - 4 £52,500 -
Berkshire - 4 £52,500 -
Surrey - 3 - - 1
Staines - 3 - - 1
North West +11 2 £60,000 +93.54% 1
Bath - 2 £60,000 -
South West - 2 £60,000 -
Manchester - 2 £60,000 - 1
Somerset - 2 £60,000 -
Oxfordshire - 1 £50,000 -
Oxford - 1 £50,000 -

Propensity Modelling
Top 30 Related IT Skills

For the 6 months to 28 July 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 30 (61.22%) SAS
1 30 (61.22%) Analytical Skills
2 29 (59.18%) Marketing
3 28 (57.14%) SQL
4 26 (53.06%) Statistics
5 24 (48.98%) Analytics
6 23 (46.94%) Statistical Modelling
7 22 (44.90%) Logistic Regression
8 21 (42.86%) R
9 20 (40.82%) SPSS
10 16 (32.65%) Finance
10 16 (32.65%) Java
10 16 (32.65%) Python
10 16 (32.65%) Big Data
11 15 (30.61%) Apache Hive
11 15 (30.61%) Hadoop
12 14 (28.57%) Machine Learning
13 13 (26.53%) Customer Segmentation
13 13 (26.53%) Algorithms
13 13 (26.53%) Predictive Modelling
13 13 (26.53%) Mathematics
14 12 (24.49%) Base SAS
14 12 (24.49%) SAP
15 10 (20.41%) PhD
15 10 (20.41%) Degree
15 10 (20.41%) SAS Macro
15 10 (20.41%) Computer Science
15 10 (20.41%) Customer Insight
15 10 (20.41%) Actionable Insight
16 9 (18.37%) Scala

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 30 (61.22%) SAS
2 6 (12.24%) Apache
2 6 (12.24%) Apache Pig
2 6 (12.24%) Apache Spark
Applications
1 20 (40.82%) SPSS
2 1 (2.04%) MS Excel
2 1 (2.04%) MS Office
2 1 (2.04%) MS PowerPoint
Business Applications
1 8 (16.33%) SAP Oil and Gas
2 1 (2.04%) Dynamics CRM
2 1 (2.04%) FastStats
Cloud Services
1 2 (4.08%) SmartFocus
Communications & Networking
1 1 (2.04%) Broadband
Database & Business Intelligence
1 16 (32.65%) Big Data
2 15 (30.61%) Apache Hive
2 15 (30.61%) Hadoop
3 12 (24.49%) Base SAS
4 8 (16.33%) Data Mining
5 6 (12.24%) RDBMS
5 6 (12.24%) Relational Database
6 5 (10.20%) SQL Server
7 4 (8.16%) HBase
8 3 (6.12%) BusinessObjects
9 2 (4.08%) Impala
9 2 (4.08%) SAS Enterprise Guide
9 2 (4.08%) SQL Server 2008
10 1 (2.04%) SAS Enterprise Miner
General
1 29 (59.18%) Marketing
2 16 (32.65%) Finance
3 5 (10.20%) Telecoms
4 4 (8.16%) Retail
5 3 (6.12%) Banking
5 3 (6.12%) Electronics
5 3 (6.12%) Manufacturing
6 1 (2.04%) Advertising
6 1 (2.04%) Financial Institution
6 1 (2.04%) Games
6 1 (2.04%) Retail Banking
Job Titles
1 18 (36.73%) Analyst
2 10 (20.41%) Data Manager
2 10 (20.41%) Insight Analyst
3 9 (18.37%) Data Scientist
3 9 (18.37%) Senior Analyst
4 8 (16.33%) Analytics Manager
4 8 (16.33%) Senior Manager
5 7 (14.29%) SAS Analyst
6 6 (12.24%) Senior Analytics Manager
7 5 (10.20%) Insight Manager
7 5 (10.20%) SAS Insight Analyst
7 5 (10.20%) Senior Insight Analyst
8 4 (8.16%) Data Analyst
8 4 (8.16%) SAS Modeller
9 3 (6.12%) Senior SAS Analyst
9 3 (6.12%) SQL Analyst
10 2 (4.08%) Consultant
10 2 (4.08%) Excel Analyst
10 2 (4.08%) FMCG Analyst
10 2 (4.08%) Senior Consultant
Libraries, Frameworks & Software Standards
1 6 (12.24%) Cascading
1 6 (12.24%) Kafka
1 6 (12.24%) Natural Language Processing
Miscellaneous
1 30 (61.22%) Analytical Skills
2 26 (53.06%) Statistics
3 13 (26.53%) Algorithms
3 13 (26.53%) Mathematics
4 10 (20.41%) Computer Science
5 8 (16.33%) Credit Risk
5 8 (16.33%) Physics
6 7 (14.29%) Neural Network
7 6 (12.24%) Artificial Intelligence
7 6 (12.24%) Data Structures
7 6 (12.24%) Economics
8 3 (6.12%) Social Media
9 2 (4.08%) FMCG
9 2 (4.08%) Virtual Team
Operating Systems
1 6 (12.24%) Linux
1 6 (12.24%) Unix
Processes & Methodologies
1 24 (48.98%) Analytics
2 23 (46.94%) Statistical Modelling
3 22 (44.90%) Logistic Regression
4 14 (28.57%) Machine Learning
5 13 (26.53%) Customer Segmentation
5 13 (26.53%) Predictive Modelling
6 10 (20.41%) Actionable Insight
6 10 (20.41%) Customer Insight
7 9 (18.37%) CHAID
7 9 (18.37%) Data Analysis
8 7 (14.29%) Business Intelligence
9 6 (12.24%) Campaign Analysis
9 6 (12.24%) Digital Marketing
9 6 (12.24%) Kalman Filter
9 6 (12.24%) MapReduce
9 6 (12.24%) Open Source
9 6 (12.24%) Open Source Development
9 6 (12.24%) Parallel Computing
10 5 (10.20%) Business Development
10 5 (10.20%) Marketing Strategy
Programming Languages
1 28 (57.14%) SQL
2 21 (42.86%) R
3 16 (32.65%) Java
3 16 (32.65%) Python
4 10 (20.41%) SAS Macro
5 9 (18.37%) Scala
6 6 (12.24%) Perl
6 6 (12.24%) Shell Script
7 3 (6.12%) VBA
8 2 (4.08%) MATLAB
9 1 (2.04%) C
9 1 (2.04%) C++
Qualifications
1 10 (20.41%) Degree
1 10 (20.41%) PhD
Quality Assurance & Compliance
1 2 (4.08%) Data Quality
2 1 (2.04%) Actionable Recommendations
2 1 (2.04%) SLA
System Software
1 2 (4.08%) HDFS
Vendors
1 12 (24.49%) SAP
2 3 (6.12%) Cognos
2 3 (6.12%) Tableau
3 2 (4.08%) Adobe
3 2 (4.08%) Cloudera
3 2 (4.08%) Facebook
3 2 (4.08%) MicroStrategy
4 1 (2.04%) Microsoft
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