Period
to 16 August 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 16 August 2018 with a comparison to the same period in the previous 2 years.

Propensity Modelling
UK > England
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 1094 1147 1193
Rank change year-on-year +53 +46 +12
Permanent jobs citing Propensity Modelling 51 40 51
As % of all permanent IT jobs advertised in England 0.032% 0.024% 0.027%
As % of the Processes & Methodologies category 0.035% 0.026% 0.030%
Number of salaries quoted 24 28 43
England median annual salary £53,750 £50,000 £52,500
Median salary % change year-on-year +7.50% -4.76% +16.67%
10th Percentile £33,250 £32,125 £33,250
90th Percentile £89,750 £80,000 £67,000
UK median annual salary £53,750 £50,000 £52,500
% change year-on-year +7.50% -4.76% +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 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 144,110 152,183 169,488
As % of all permanent IT jobs advertised in England 91.16% 91.51% 90.83%
Number of salaries quoted 115,603 121,947 143,028
England median annual salary £50,000 £50,000 £50,000
10th Percentile £29,750 £28,250 £27,500
90th Percentile £82,500 £80,000 £78,750
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -

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 16 August 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 16 August 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 +62 42 £58,750 +11.90%
South East -18 5 - -
West Midlands +15 2 £35,000 -
Midlands +6 2 £35,000 -
North of England +23 1 £75,000 +87.50% 1
South West +9 1 £45,000 +4.65%
Yorkshire - 1 £75,000 - 1
Propensity Modelling
UK

For the 6 months to 16 August 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 40 (78.43%) Analytical Skills
2 36 (70.59%) SQL
3 35 (68.63%) Degree
4 33 (64.71%) Data Science
5 29 (56.86%) Mathematics
5 29 (56.86%) Analytics
6 28 (54.90%) Machine Learning
7 25 (49.02%) R
7 25 (49.02%) Python
8 23 (45.10%) Numerate Degree
9 22 (43.14%) WorldPay
10 21 (41.18%) Scala
11 19 (37.25%) Java
11 19 (37.25%) Decision-Making
12 18 (35.29%) MATLAB
12 18 (35.29%) Computer Science
12 18 (35.29%) Predictive Modelling
13 17 (33.33%) Marketing
13 17 (33.33%) Data Mining
14 16 (31.37%) Finance
14 16 (31.37%) Statistics
14 16 (31.37%) Statistical Analysis
14 16 (31.37%) Predictive Analytics
14 16 (31.37%) Apache Spark
14 16 (31.37%) Apache Hive
14 16 (31.37%) Hadoop
15 15 (29.41%) Algorithms
15 15 (29.41%) HDFS
15 15 (29.41%) HiveQL
16 14 (27.45%) Fintech

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 16 (31.37%) Apache Spark
2 11 (21.57%) SAS
3 3 (5.88%) SharePoint
4 1 (1.96%) Elasticsearch
Applications
1 5 (9.80%) SPSS
2 1 (1.96%) Microsoft Excel
2 1 (1.96%) SPSS Modeler
Cloud Services
1 7 (13.73%) Google Analytics
2 3 (5.88%) Adobe Analytics
Communications & Networking
1 1 (1.96%) Broadband
Database & Business Intelligence
1 17 (33.33%) Data Mining
2 16 (31.37%) Apache Hive
2 16 (31.37%) Hadoop
3 9 (17.65%) Data Warehouse
4 6 (11.76%) Power BI
5 4 (7.84%) Relational Database
6 3 (5.88%) RDBMS
7 2 (3.92%) BusinessObjects
7 2 (3.92%) QlikView
7 2 (3.92%) SAS Enterprise Miner
7 2 (3.92%) SQL Server Analysis Services
7 2 (3.92%) SQL Server Integration Services
7 2 (3.92%) SQL Server Reporting Services
8 1 (1.96%) Impala
8 1 (1.96%) MS Access
8 1 (1.96%) NoSQL
8 1 (1.96%) Spotfire
Development Applications
1 1 (1.96%) Git (software)
1 1 (1.96%) RStudio
General
1 17 (33.33%) Marketing
2 16 (31.37%) Finance
3 4 (7.84%) Automotive
3 4 (7.84%) Retail
4 2 (3.92%) Telecoms
5 1 (1.96%) Electronics
5 1 (1.96%) Games
5 1 (1.96%) Manufacturing
Job Titles
1 24 (47.06%) Data Scientist
2 21 (41.18%) Analyst
3 17 (33.33%) Senior Data Scientist
4 12 (23.53%) Senior Analyst
5 9 (17.65%) Data Analyst
6 8 (15.69%) Senior Data Analyst
7 6 (11.76%) Insight Analyst
8 4 (7.84%) Senior Insight Analyst
9 3 (5.88%) Business Intelligence Manager
9 3 (5.88%) Marketing Analyst
10 2 (3.92%) Business Manager
10 2 (3.92%) Customer Analyst
10 2 (3.92%) Data Insight Analyst
10 2 (3.92%) Insight Data Analyst
11 1 (1.96%) Analytics Manager
11 1 (1.96%) Head of Business Intelligence
11 1 (1.96%) Head of Strategy
11 1 (1.96%) Report Analyst
11 1 (1.96%) Senior Business Manager
11 1 (1.96%) Senior Manager
Libraries, Frameworks & Software Standards
1 1 (1.96%) D3.js
1 1 (1.96%) Natural Language Processing
1 1 (1.96%) Raphaël
1 1 (1.96%) TensorFlow
Miscellaneous
1 40 (78.43%) Analytical Skills
2 18 (35.29%) Computer Science
3 15 (29.41%) Algorithms
4 14 (27.45%) Fintech
5 3 (5.88%) Data Structures
5 3 (5.88%) User Experience
6 2 (3.92%) Greenfield Project
7 1 (1.96%) Online Games
7 1 (1.96%) Semantic Web
Processes & Methodologies
1 33 (64.71%) Data Science
2 29 (56.86%) Analytics
2 29 (56.86%) Mathematics
3 28 (54.90%) Machine Learning
4 19 (37.25%) Decision-Making
5 18 (35.29%) Predictive Modelling
6 16 (31.37%) Predictive Analytics
6 16 (31.37%) Statistical Analysis
6 16 (31.37%) Statistics
7 13 (25.49%) Cluster Analysis
7 13 (25.49%) Decision Tree
8 12 (23.53%) Business Intelligence
9 11 (21.57%) Actionable Insight
10 10 (19.61%) CRM
10 10 (19.61%) Data Modelling
11 8 (15.69%) Visualisation
12 7 (13.73%) Campaign Analysis
12 7 (13.73%) Customer Analysis
12 7 (13.73%) Digital Marketing
12 7 (13.73%) Marketing Strategy
Programming Languages
1 36 (70.59%) SQL
2 25 (49.02%) Python
2 25 (49.02%) R
3 21 (41.18%) Scala
4 19 (37.25%) Java
5 18 (35.29%) MATLAB
6 15 (29.41%) HiveQL
7 2 (3.92%) C#
7 2 (3.92%) C++
7 2 (3.92%) Perl
7 2 (3.92%) PHP
8 1 (1.96%) Bash Shell
Qualifications
1 35 (68.63%) Degree
2 23 (45.10%) Numerate Degree
Quality Assurance & Compliance
1 8 (15.69%) Actionable Recommendations
System Software
1 15 (29.41%) HDFS
Vendors
1 22 (43.14%) WorldPay
2 7 (13.73%) Adobe
2 7 (13.73%) Google
3 6 (11.76%) Tableau
4 2 (3.92%) Salesforce.com
5 1 (1.96%) Microsoft
5 1 (1.96%) SAP