Period
to 20 October 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 20 October 2018 with a comparison to the same period in the previous 2 years.

Propensity Modelling
UK > England
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 1105 1109 1178
Rank change year-on-year +4 +69 +44
Permanent jobs citing Propensity Modelling 28 45 39
As % of all permanent IT jobs advertised in England 0.018% 0.028% 0.022%
As % of the Processes & Methodologies category 0.020% 0.030% 0.024%
Number of salaries quoted 14 35 31
England median annual salary £53,750 £55,000 £52,500
Median salary % change year-on-year -2.27% +4.76% +23.53%
10th Percentile £35,000 £32,500 £31,250
90th Percentile £104,100 £80,000 £62,500
UK median annual salary £53,750 £55,000 £52,500
% change year-on-year -2.27% +4.76% +23.53%

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 138,796 149,766 163,761
As % of all permanent IT jobs advertised in England 91.10% 91.56% 90.90%
Number of salaries quoted 111,323 118,944 137,635
England median annual salary £52,225 £50,000 £50,000
Median salary % change year-on-year +4.45% - +5.26%
10th Percentile £29,750 £28,500 £28,000
90th Percentile £85,000 £80,000 £78,750
UK median annual salary £50,000 £50,000 £48,500
% change year-on-year - +3.09% +2.11%

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 October 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 20 October 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 27 £52,500 -8.70% 1
North of England +45 1 £75,000 +25.00% 1
Yorkshire - 1 £75,000 - 1
Propensity Modelling
UK

For the 6 months to 20 October 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 22 (78.57%) Analytical Skills
2 19 (67.86%) Data Science
3 18 (64.29%) Degree
4 16 (57.14%) SQL
4 16 (57.14%) Machine Learning
5 14 (50.00%) Analytics
6 12 (42.86%) R
6 12 (42.86%) WorldPay
6 12 (42.86%) Actionable Insight
6 12 (42.86%) Python
7 11 (39.29%) Mathematics
8 10 (35.71%) Cluster Analysis
8 10 (35.71%) Data Modelling
8 10 (35.71%) Decision Tree
8 10 (35.71%) Decision-Making
9 9 (32.14%) Actionable Recommendations
9 9 (32.14%) Statistics
9 9 (32.14%) Customer Analysis
10 8 (28.57%) Scala
10 8 (28.57%) Agile Software Development
10 8 (28.57%) Marketing
10 8 (28.57%) Data-Driven Decision Making
11 7 (25.00%) Computer Science
11 7 (25.00%) Java
11 7 (25.00%) Finance
12 6 (21.43%) CRM
12 6 (21.43%) Predictive Modelling
12 6 (21.43%) Apache Spark
12 6 (21.43%) Tableau
13 5 (17.86%) Numerate Degree

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 6 (21.43%) Apache Spark
2 5 (17.86%) SAS
3 3 (10.71%) SharePoint
4 1 (3.57%) Elasticsearch
Applications
1 2 (7.14%) SPSS
Cloud Services
1 1 (3.57%) Google Analytics
Communications & Networking
1 1 (3.57%) Broadband
Database & Business Intelligence
1 5 (17.86%) Apache Hive
1 5 (17.86%) Data Mining
1 5 (17.86%) Hadoop
2 4 (14.29%) Relational Database
3 3 (10.71%) RDBMS
4 2 (7.14%) BusinessObjects
4 2 (7.14%) QlikView
4 2 (7.14%) SAS Enterprise Miner
5 1 (3.57%) Data Warehouse
5 1 (3.57%) Impala
5 1 (3.57%) NoSQL
5 1 (3.57%) Power BI
5 1 (3.57%) Spotfire
Development Applications
1 1 (3.57%) Git (software)
General
1 8 (28.57%) Marketing
2 7 (25.00%) Finance
3 2 (7.14%) Telecoms
4 1 (3.57%) Banking
4 1 (3.57%) Electronics
4 1 (3.57%) Games
4 1 (3.57%) Manufacturing
4 1 (3.57%) Retail
Job Titles
1 16 (57.14%) Data Scientist
2 9 (32.14%) Analyst
3 6 (21.43%) Senior Data Scientist
4 4 (14.29%) Data Analyst
4 4 (14.29%) Senior Analyst
5 3 (10.71%) Marketing Analyst
5 3 (10.71%) Senior Data Analyst
6 1 (3.57%) Analytics Manager
6 1 (3.57%) Head of Business Intelligence
6 1 (3.57%) Head of Data Science
6 1 (3.57%) Head of Strategy
6 1 (3.57%) Insight Analyst
6 1 (3.57%) Senior Insight Analyst
Libraries, Frameworks & Software Standards
1 1 (3.57%) D3.js
1 1 (3.57%) Natural Language Processing
1 1 (3.57%) ODBC
1 1 (3.57%) Raphaël
1 1 (3.57%) TensorFlow
Miscellaneous
1 22 (78.57%) Analytical Skills
2 7 (25.00%) Computer Science
3 4 (14.29%) Algorithms
3 4 (14.29%) Fintech
4 3 (10.71%) Data Structures
5 1 (3.57%) Credit Risk
5 1 (3.57%) Marketing Technology
5 1 (3.57%) Online Games
5 1 (3.57%) Semantic Web
5 1 (3.57%) User Experience
Processes & Methodologies
1 19 (67.86%) Data Science
2 16 (57.14%) Machine Learning
3 14 (50.00%) Analytics
4 12 (42.86%) Actionable Insight
5 11 (39.29%) Mathematics
6 10 (35.71%) Cluster Analysis
6 10 (35.71%) Data Modelling
6 10 (35.71%) Decision Tree
6 10 (35.71%) Decision-Making
7 9 (32.14%) Customer Analysis
7 9 (32.14%) Statistics
8 8 (28.57%) Agile Software Development
8 8 (28.57%) Data-Driven Decision Making
9 6 (21.43%) CRM
9 6 (21.43%) Predictive Modelling
10 5 (17.86%) Predictive Analytics
10 5 (17.86%) Statistical Analysis
11 4 (14.29%) Business Intelligence
11 4 (14.29%) Data Analysis
12 3 (10.71%) Econometrics
Programming Languages
1 16 (57.14%) SQL
2 12 (42.86%) Python
2 12 (42.86%) R
3 8 (28.57%) Scala
4 7 (25.00%) Java
5 5 (17.86%) MATLAB
6 4 (14.29%) HiveQL
7 1 (3.57%) Bash Shell
Qualifications
1 18 (64.29%) Degree
2 5 (17.86%) Numerate Degree
3 1 (3.57%) Master's Degree
Quality Assurance & Compliance
1 9 (32.14%) Actionable Recommendations
System Software
1 4 (14.29%) HDFS
Vendors
1 12 (42.86%) WorldPay
2 6 (21.43%) Tableau
3 1 (3.57%) Google
3 1 (3.57%) SAP