Period
to 21 February 2018

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Propensity Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Propensity Modelling over the 6 months to 21 February 2018 with a comparison to the same period in the previous 2 years.

Propensity Modelling
UK > England
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 1095 1109 1194
Rank change year-on-year +14 +85 -30
Permanent jobs citing Propensity Modelling 54 52 50
As % of all permanent IT jobs advertised in England 0.033% 0.031% 0.026%
As % of the Processes & Methodologies category 0.036% 0.035% 0.029%
Number of salaries quoted 48 46 26
England median annual salary £54,750 £42,500 £48,750
Median salary % change year-on-year +28.82% -12.82% +26.62%
10th Percentile £32,125 £30,000 £30,625
90th Percentile £67,500 £55,000 £63,750
UK median annual salary £54,750 £42,500 £50,000
% change year-on-year +28.82% -15.00% +29.87%

Propensity Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 148,316 148,580 174,038
As % of all permanent IT jobs advertised in England 89.87% 89.53% 88.84%
Number of salaries quoted 121,459 123,392 145,663
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £29,500 £28,500 £27,750
90th Percentile £81,250 £80,000 £77,500
UK median annual salary £50,000 £48,500 £47,500
% change year-on-year +3.09% +2.11% +5.56%

Propensity Modelling
Job Vacancy Trend in England

Job postings citing Propensity Modelling as a percentage of all IT jobs advertised in England.

Job vacancy trend for Propensity Modelling 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 in England.

Salary trend for Propensity Modelling in England

Propensity Modelling
Salary Histogram in England

The salary distribution of IT jobs citing Propensity Modelling in England over the 6 months to 21 February 2018.

Salary histogram for Propensity Modelling 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 6 months to 21 February 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +34 34 £57,500 +27.78% 1
Midlands +17 9 £35,000 -22.22% 1
West Midlands -5 9 £35,000 -22.22%
South East -6 6 £38,250 +12.50% 2
North of England -2 3 £47,500 +12.43%
South West +7 2 £39,250 -8.72%
Yorkshire +5 2 £47,500 +13.10%
North West -3 1 £80,000 +34.45%
Propensity Modelling
UK

For the 6 months to 21 February 2018, IT jobs citing Propensity Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the England region with a requirement for Propensity Modelling.

1 39 (72.22%) Analytical Skills
2 37 (68.52%) SQL
3 33 (61.11%) Marketing
4 30 (55.56%) SAS
5 27 (50.00%) R
6 26 (48.15%) Analytics
7 20 (37.04%) Python
8 18 (33.33%) Statistics
9 17 (31.48%) Mathematics
9 17 (31.48%) Data Science
10 15 (27.78%) Degree
11 14 (25.93%) Business Intelligence
12 13 (24.07%) Customer Insight
13 12 (22.22%) Statistical Modelling
14 11 (20.37%) Logistic Regression
14 11 (20.37%) Web Analytics
15 9 (16.67%) Adobe
15 9 (16.67%) Predictive Modelling
16 8 (14.81%) Machine Learning
16 8 (14.81%) Big Data
16 8 (14.81%) Digital Marketing
16 8 (14.81%) Microsoft Excel
17 7 (12.96%) CRM
17 7 (12.96%) SPSS
17 7 (12.96%) Econometrics
17 7 (12.96%) Finance
17 7 (12.96%) Data Analysis
17 7 (12.96%) Visualisation
17 7 (12.96%) Credit Risk
17 7 (12.96%) Customer Segmentation

Propensity Modelling
Co-occurring 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 30 (55.56%) SAS
2 4 (7.41%) Apache Spark
3 1 (1.85%) Elasticsearch
Applications
1 8 (14.81%) Microsoft Excel
2 7 (12.96%) SPSS
3 3 (5.56%) Microsoft PowerPoint
4 1 (1.85%) Microsoft Office
Business Applications
1 2 (3.70%) Adobe Campaign
1 2 (3.70%) FastStats
2 1 (1.85%) SAP InfiniteInsight
Cloud Services
1 1 (1.85%) Google Analytics
Database & Business Intelligence
1 8 (14.81%) Big Data
2 6 (11.11%) BusinessObjects
2 6 (11.11%) Power BI
2 6 (11.11%) QlikView
3 5 (9.26%) SQL Server
4 4 (7.41%) BusinessObjects Dashboards
4 4 (7.41%) Hadoop
5 3 (5.56%) Apache Hive
6 2 (3.70%) Base SAS
6 2 (3.70%) Data Warehouse
6 2 (3.70%) NoSQL
6 2 (3.70%) Relational Database
6 2 (3.70%) SAS Enterprise Guide
7 1 (1.85%) Data Mining
7 1 (1.85%) MongoDB
7 1 (1.85%) PostgreSQL
7 1 (1.85%) Qlik Sense
7 1 (1.85%) SAS EBI
Development Applications
1 1 (1.85%) Git (software)
1 1 (1.85%) Jenkins
General
1 33 (61.11%) Marketing
2 7 (12.96%) Finance
3 4 (7.41%) Retail
4 3 (5.56%) Telecoms
5 1 (1.85%) Automotive
5 1 (1.85%) Publishing
Job Titles
1 35 (64.81%) Analyst
2 20 (37.04%) Insight Analyst
3 16 (29.63%) Data Analyst
3 16 (29.63%) Senior Analyst
4 9 (16.67%) Data Insight Analyst
4 9 (16.67%) Insight Data Analyst
4 9 (16.67%) Senior Data Analyst
5 8 (14.81%) Data Scientist
5 8 (14.81%) Marketing Analyst
6 6 (11.11%) SQL Analyst
7 5 (9.26%) Developer
7 5 (9.26%) SAS Analyst
7 5 (9.26%) SAS Data Analyst
7 5 (9.26%) SAS Marketing Analyst
7 5 (9.26%) Senior Insight Analyst
7 5 (9.26%) Statistical Analyst
8 4 (7.41%) Analyst Developer
8 4 (7.41%) SAS Developer
8 4 (7.41%) Senior Analyst Developer
8 4 (7.41%) Senior Developer
Libraries, Frameworks & Software Standards
1 1 (1.85%) Symfony
1 1 (1.85%) Vue (Vue.js)
Miscellaneous
1 39 (72.22%) Analytical Skills
2 7 (12.96%) Credit Risk
3 4 (7.41%) Computer Science
3 4 (7.41%) Digital Media
4 3 (5.56%) Fintech
5 1 (1.85%) Algorithms
5 1 (1.85%) Robotics
5 1 (1.85%) Social Media
Processes & Methodologies
1 26 (48.15%) Analytics
2 18 (33.33%) Statistics
3 17 (31.48%) Data Science
3 17 (31.48%) Mathematics
4 14 (25.93%) Business Intelligence
5 13 (24.07%) Customer Insight
6 12 (22.22%) Statistical Modelling
7 11 (20.37%) Logistic Regression
7 11 (20.37%) Web Analytics
8 9 (16.67%) Predictive Modelling
9 8 (14.81%) Digital Marketing
9 8 (14.81%) Machine Learning
10 7 (12.96%) Actionable Insight
10 7 (12.96%) CRM
10 7 (12.96%) Customer Segmentation
10 7 (12.96%) Data Analysis
10 7 (12.96%) Econometrics
10 7 (12.96%) Visualisation
11 6 (11.11%) CHAID
11 6 (11.11%) Open Source
Programming Languages
1 37 (68.52%) SQL
2 27 (50.00%) R
3 20 (37.04%) Python
4 4 (7.41%) Java
4 4 (7.41%) Scala
5 3 (5.56%) HiveQL
5 3 (5.56%) MATLAB
6 2 (3.70%) VBA
7 1 (1.85%) JavaScript
7 1 (1.85%) PHP
7 1 (1.85%) PL/SQL
Qualifications
1 15 (27.78%) Degree
2 2 (3.70%) Numerate Degree
System Software
1 3 (5.56%) HDFS
Systems Management
1 1 (1.85%) Puppet
Vendors
1 9 (16.67%) Adobe
2 6 (11.11%) Tableau
3 3 (5.56%) Capita
4 2 (3.70%) Alterian
4 2 (3.70%) Google
4 2 (3.70%) Microsoft
4 2 (3.70%) Salesforce.com
5 1 (1.85%) Actuate
5 1 (1.85%) Cognos
5 1 (1.85%) Teradata
5 1 (1.85%) WorldPay