Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies 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 23 November 2017 with a comparison to the same period in the previous 2 years.

Propensity Modelling
UK
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 1132 1193 1223
Rank change year-on-year +61 +30 -18
Permanent jobs citing Propensity Modelling 57 44 73
As % of all permanent IT jobs advertised in the UK 0.032% 0.023% 0.034%
As % of the Processes & Methodologies category 0.035% 0.026% 0.038%
Number of salaries quoted 48 40 33
UK median annual salary £55,000 £45,000 £45,000
Median salary % change year-on-year +22.22% - +15.38%
10th Percentile £31,250 £32,150 £29,450
90th Percentile £80,000 £59,800 £63,750
UK excluding London median annual salary £35,000 £43,750 £32,500
% change year-on-year -20.00% +34.62% -16.67%

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 with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 161952 169683 193148
As % of all permanent IT jobs advertised in the UK 89.90% 89.39% 88.81%
Number of salaries quoted 127936 140934 159138
UK median annual salary £50,000 £49,500 £47,500
Median salary % change year-on-year +1.01% +4.21% +5.56%
10th Percentile £28,750 £28,000 £27,500
90th Percentile £80,000 £79,350 £77,500
UK excluding London median annual salary £44,000 £42,500 £42,500
% change year-on-year +3.53% - +6.25%

Propensity Modelling
Job Vacancy Trend

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

Job vacancy trend for Propensity Modelling 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.

Salary trend for Propensity Modelling in the UK

Propensity Modelling
Salary Histogram

The salary distribution of IT jobs citing Propensity Modelling over the 6 months to 23 November 2017.

Salary histogram for Propensity Modelling in the UK

Propensity Modelling
Top 13 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 6 months to 23 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
England +46 53 £55,000 +22.22% 9
London +20 31 £62,500 +28.21% 5
UK excluding London +45 26 £35,000 -20.00% 4
South East +33 9 £65,750 +38.42% 1
Midlands +32 9 £35,000 -22.22% 1
West Midlands +22 8 £35,000 -22.22% 1
North of England +5 2 £80,000 +56.86% 2
North West -17 2 £80,000 +33.33% 2
Wales - 2 £34,750 -
Scotland - 2 £58,750 -
South West +8 1 £33,500 -44.17%
East of England +2 1 £48,000 +42.22%
East Midlands - 1 £27,500 -

For the 6 months to 23 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 with a requirement for Propensity Modelling.

1 44 (77.19%) Analytical Skills
2 39 (68.42%) SQL
3 33 (57.89%) SAS
4 32 (56.14%) Marketing
5 24 (42.11%) Analytics
6 22 (38.60%) R
7 20 (35.09%) Tableau
8 19 (33.33%) Python
8 19 (33.33%) Customer Insight
9 17 (29.82%) Microsoft Excel
10 16 (28.07%) Predictive Modelling
10 16 (28.07%) Statistics
11 14 (24.56%) Mathematics
11 14 (24.56%) Business Intelligence
12 12 (21.05%) Retail
12 12 (21.05%) Decision Tree
13 11 (19.30%) Statistical Modelling
13 11 (19.30%) CRM
13 11 (19.30%) Data Analysis
13 11 (19.30%) Visualisation
14 10 (17.54%) Actionable Insight
15 9 (15.79%) Big Data
15 9 (15.79%) Open Source
15 9 (15.79%) Microsoft PowerPoint
15 9 (15.79%) Java
16 8 (14.04%) Adobe
16 8 (14.04%) Data Management
16 8 (14.04%) Finance
16 8 (14.04%) Web Analytics
16 8 (14.04%) Degree

Propensity Modelling
Co-occurring 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 33 (57.89%) SAS
2 6 (10.53%) Apache Spark
3 1 (1.75%) Elasticsearch
Applications
1 17 (29.82%) Microsoft Excel
2 9 (15.79%) Microsoft PowerPoint
3 4 (7.02%) SPSS
4 1 (1.75%) Microsoft Office
4 1 (1.75%) Spreadsheet
Business Applications
1 4 (7.02%) Adobe Campaign
2 2 (3.51%) FastStats
2 2 (3.51%) Unica
3 1 (1.75%) SAP InfiniteInsight
Cloud Services
1 1 (1.75%) Amazon AWS
1 1 (1.75%) Amazon EC2
1 1 (1.75%) Amazon S3
1 1 (1.75%) Google Analytics
Database & Business Intelligence
1 9 (15.79%) Big Data
2 8 (14.04%) Hadoop
3 7 (12.28%) BusinessObjects
4 6 (10.53%) Apache Hive
4 6 (10.53%) QlikView
5 4 (7.02%) BusinessObjects Dashboards
5 4 (7.02%) NoSQL
5 4 (7.02%) Qlik Sense
5 4 (7.02%) SQL Server
6 3 (5.26%) Data Mining
6 3 (5.26%) MongoDB
6 3 (5.26%) Relational Database
6 3 (5.26%) SQL Server Reporting Services
7 2 (3.51%) Base SAS
7 2 (3.51%) Power BI
7 2 (3.51%) SAS Enterprise Guide
8 1 (1.75%) Amazon Redshift
8 1 (1.75%) SAS EBI
8 1 (1.75%) SQL Server Integration Services
8 1 (1.75%) Text Mining
General
1 32 (56.14%) Marketing
2 12 (21.05%) Retail
3 8 (14.04%) Finance
4 5 (8.77%) Telecoms
5 1 (1.75%) Banking
Job Titles
1 30 (52.63%) Analyst
2 18 (31.58%) Senior Analyst
3 12 (21.05%) Data Analyst
4 11 (19.30%) Insight Analyst
5 8 (14.04%) Marketing Analyst
6 6 (10.53%) CRM Analyst
6 6 (10.53%) SAS Analyst
6 6 (10.53%) SAS Data Analyst
6 6 (10.53%) Senior Data Analyst
7 5 (8.77%) Customer Analyst
7 5 (8.77%) Customer Insight Analyst
7 5 (8.77%) Data Manager
7 5 (8.77%) Data Scientist
7 5 (8.77%) SAS Marketing Analyst
8 4 (7.02%) Analytics Manager
8 4 (7.02%) Senior Analyst Developer
8 4 (7.02%) Senior Insight Analyst
8 4 (7.02%) Senior Marketing Analyst
8 4 (7.02%) Senior SAS Analyst
8 4 (7.02%) SQL Analyst
Libraries, Frameworks & Software Standards
1 1 (1.75%) D3.js
1 1 (1.75%) Leaflet
Miscellaneous
1 44 (77.19%) Analytical Skills
2 5 (8.77%) Computer Science
3 4 (7.02%) Credit Risk
4 3 (5.26%) Digital Media
5 2 (3.51%) Data Structures
5 2 (3.51%) Fintech
6 1 (1.75%) Algorithms
6 1 (1.75%) Clustering
6 1 (1.75%) Data Centre
6 1 (1.75%) FMCG
6 1 (1.75%) Management Information System
6 1 (1.75%) User Experience
Processes & Methodologies
1 24 (42.11%) Analytics
2 19 (33.33%) Customer Insight
3 16 (28.07%) Predictive Modelling
3 16 (28.07%) Statistics
4 14 (24.56%) Business Intelligence
4 14 (24.56%) Mathematics
5 12 (21.05%) Decision Tree
6 11 (19.30%) CRM
6 11 (19.30%) Data Analysis
6 11 (19.30%) Statistical Modelling
6 11 (19.30%) Visualisation
7 10 (17.54%) Actionable Insight
8 9 (15.79%) Open Source
9 8 (14.04%) Data Management
9 8 (14.04%) Email Marketing
9 8 (14.04%) Web Analytics
10 7 (12.28%) CHAID
10 7 (12.28%) Data Modelling
10 7 (12.28%) Digital Marketing
10 7 (12.28%) Machine Learning
Programming Languages
1 39 (68.42%) SQL
2 22 (38.60%) R
3 19 (33.33%) Python
4 9 (15.79%) Java
5 6 (10.53%) C
6 3 (5.26%) Scala
6 3 (5.26%) VBA
7 2 (3.51%) HiveQL
7 2 (3.51%) MATLAB
8 1 (1.75%) C#
8 1 (1.75%) C++
8 1 (1.75%) JavaScript
8 1 (1.75%) T-SQL
Qualifications
1 8 (14.04%) Degree
2 2 (3.51%) PhD
3 1 (1.75%) Master's Degree
3 1 (1.75%) Numerate Degree
Quality Assurance & Compliance
1 2 (3.51%) Data Quality
System Software
1 2 (3.51%) HDFS
Vendors
1 20 (35.09%) Tableau
2 8 (14.04%) Adobe
3 4 (7.02%) Alterian
4 3 (5.26%) Capita
4 3 (5.26%) Cognos
5 2 (3.51%) Actuate
5 2 (3.51%) Microsoft
5 2 (3.51%) Teradata
6 1 (1.75%) Google
6 1 (1.75%) Salesforce.com