Period
to 20 November 2017

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 20 November 2017 with a comparison to the same period in the previous 2 years.

Propensity Modelling
UK > England
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 1099 1153 1217
Rank change year-on-year +54 +64 -38
Permanent jobs citing Propensity Modelling 51 44 71
As % of all permanent IT jobs advertised in England 0.030% 0.025% 0.035%
As % of the Processes & Methodologies category 0.034% 0.028% 0.039%
Number of salaries quoted 43 40 33
England median annual salary £55,000 £46,250 £45,000
Median salary % change year-on-year +18.92% +2.78% +15.38%
10th Percentile £31,250 £32,150 £29,450
90th Percentile £80,000 £59,800 £63,750
UK median annual salary £55,000 £46,250 £45,000
% change year-on-year +18.92% +2.78% +15.38%

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 151516 157743 182536
As % of all permanent IT jobs advertised in England 89.93% 89.35% 88.74%
Number of salaries quoted 120527 132311 151934
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £28,250 £27,500
90th Percentile £80,000 £80,000 £77,500
UK median annual salary £50,000 £49,500 £47,500
% change year-on-year +1.01% +4.21% +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 20 November 2017.

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 20 November 2017. 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 +8 31 £62,500 +28.21% 4
South East +41 9 £65,750 +28.29% 1
Midlands +19 7 £35,000 -22.22%
West Midlands +13 6 £35,000 -22.22%
North of England +6 2 £80,000 +56.86% 2
North West -10 2 £80,000 +33.33% 2
South West +11 1 £33,500 -44.17% 2
East of England -2 1 £48,000 +42.22%
East Midlands - 1 £27,500 -
Propensity Modelling
UK

For the 6 months to 20 November 2017, 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 40 (78.43%) Analytical Skills
2 35 (68.63%) SQL
3 31 (60.78%) SAS
4 29 (56.86%) Marketing
5 24 (47.06%) Analytics
6 20 (39.22%) R
7 18 (35.29%) Tableau
8 17 (33.33%) Python
9 15 (29.41%) Customer Insight
10 14 (27.45%) Microsoft Excel
10 14 (27.45%) Business Intelligence
11 13 (25.49%) Predictive Modelling
12 12 (23.53%) Statistics
12 12 (23.53%) Retail
13 11 (21.57%) Statistical Modelling
13 11 (21.57%) Visualisation
14 10 (19.61%) Mathematics
14 10 (19.61%) Data Analysis
14 10 (19.61%) Decision Tree
15 9 (17.65%) CRM
15 9 (17.65%) Open Source
16 8 (15.69%) Web Analytics
16 8 (15.69%) Adobe
16 8 (15.69%) Actionable Insight
17 7 (13.73%) Big Data
17 7 (13.73%) BusinessObjects
17 7 (13.73%) Data Modelling
17 7 (13.73%) Java
17 7 (13.73%) Microsoft PowerPoint
17 7 (13.73%) Digital Marketing

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 31 (60.78%) SAS
2 4 (7.84%) Apache Spark
3 1 (1.96%) Elasticsearch
Applications
1 14 (27.45%) Microsoft Excel
2 7 (13.73%) Microsoft PowerPoint
3 4 (7.84%) SPSS
4 1 (1.96%) Microsoft Office
4 1 (1.96%) Spreadsheet
Business Applications
1 4 (7.84%) Adobe Campaign
2 2 (3.92%) FastStats
2 2 (3.92%) Unica
3 1 (1.96%) SAP InfiniteInsight
Cloud Services
1 1 (1.96%) Amazon AWS
1 1 (1.96%) Amazon EC2
1 1 (1.96%) Amazon S3
1 1 (1.96%) Google Analytics
Database & Business Intelligence
1 7 (13.73%) Big Data
1 7 (13.73%) BusinessObjects
2 6 (11.76%) Hadoop
2 6 (11.76%) QlikView
3 4 (7.84%) Apache Hive
3 4 (7.84%) BusinessObjects Dashboards
3 4 (7.84%) NoSQL
3 4 (7.84%) Qlik Sense
4 3 (5.88%) Data Mining
4 3 (5.88%) MongoDB
4 3 (5.88%) Relational Database
4 3 (5.88%) SQL Server Reporting Services
5 2 (3.92%) Base SAS
5 2 (3.92%) Power BI
5 2 (3.92%) SAS Enterprise Guide
5 2 (3.92%) SQL Server
6 1 (1.96%) Amazon Redshift
6 1 (1.96%) Data Warehouse
6 1 (1.96%) SAS EBI
6 1 (1.96%) SQL Server Integration Services
General
1 29 (56.86%) Marketing
2 12 (23.53%) Retail
3 6 (11.76%) Finance
4 5 (9.80%) Telecoms
5 1 (1.96%) Banking
Job Titles
1 26 (50.98%) Analyst
2 17 (33.33%) Senior Analyst
3 12 (23.53%) Data Analyst
4 8 (15.69%) Marketing Analyst
5 7 (13.73%) Insight Analyst
6 6 (11.76%) CRM Analyst
6 6 (11.76%) SAS Analyst
6 6 (11.76%) SAS Data Analyst
6 6 (11.76%) Senior Data Analyst
7 5 (9.80%) Data Scientist
7 5 (9.80%) SAS Marketing Analyst
8 4 (7.84%) Analyst Developer
8 4 (7.84%) Analytics Manager
8 4 (7.84%) Data Manager
8 4 (7.84%) SAS Developer
8 4 (7.84%) Senior Analyst Developer
8 4 (7.84%) Senior Marketing Analyst
8 4 (7.84%) Senior SAS Analyst
8 4 (7.84%) Senior SAS Developer
8 4 (7.84%) SQL Analyst
Libraries, Frameworks & Software Standards
1 1 (1.96%) D3.js
1 1 (1.96%) Leaflet
Miscellaneous
1 40 (78.43%) Analytical Skills
2 4 (7.84%) Credit Risk
3 3 (5.88%) Computer Science
3 3 (5.88%) Digital Media
4 2 (3.92%) Data Structures
4 2 (3.92%) Fintech
5 1 (1.96%) Algorithms
5 1 (1.96%) Clustering
5 1 (1.96%) Data Centre
5 1 (1.96%) FMCG
5 1 (1.96%) Management Information System
5 1 (1.96%) User Experience
Processes & Methodologies
1 24 (47.06%) Analytics
2 15 (29.41%) Customer Insight
3 14 (27.45%) Business Intelligence
4 13 (25.49%) Predictive Modelling
5 12 (23.53%) Statistics
6 11 (21.57%) Statistical Modelling
6 11 (21.57%) Visualisation
7 10 (19.61%) Data Analysis
7 10 (19.61%) Decision Tree
7 10 (19.61%) Mathematics
8 9 (17.65%) CRM
8 9 (17.65%) Open Source
9 8 (15.69%) Actionable Insight
9 8 (15.69%) Web Analytics
10 7 (13.73%) Data Modelling
10 7 (13.73%) Digital Marketing
11 6 (11.76%) CHAID
11 6 (11.76%) Data Management
11 6 (11.76%) Data Visualisation
11 6 (11.76%) Email Marketing
Programming Languages
1 35 (68.63%) SQL
2 20 (39.22%) R
3 17 (33.33%) Python
4 7 (13.73%) Java
5 6 (11.76%) C
6 3 (5.88%) Scala
7 2 (3.92%) HiveQL
7 2 (3.92%) MATLAB
7 2 (3.92%) VBA
8 1 (1.96%) C#
8 1 (1.96%) C++
8 1 (1.96%) JavaScript
8 1 (1.96%) T-SQL
Qualifications
1 4 (7.84%) Degree
2 1 (1.96%) Master's Degree
2 1 (1.96%) Numerate Degree
System Software
1 2 (3.92%) HDFS
Vendors
1 18 (35.29%) Tableau
2 8 (15.69%) Adobe
3 4 (7.84%) Alterian
4 3 (5.88%) Capita
4 3 (5.88%) Cognos
5 2 (3.92%) Actuate
5 2 (3.92%) Teradata
6 1 (1.96%) Google
6 1 (1.96%) Microsoft
6 1 (1.96%) Salesforce.com