Period
to 15 January 2019

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 15 January 2019 with a comparison to the same period in the previous 2 years.

Propensity Modelling
UK > England
6 months to
15 Jan 2019
Same period 2018 Same period 2017
Rank 1057 1101 1126
Rank change year-on-year +44 +25 +100
Permanent jobs citing Propensity Modelling 33 48 48
As % of all permanent IT jobs advertised in England 0.023% 0.030% 0.029%
As % of the Processes & Methodologies category 0.026% 0.032% 0.032%
Number of salaries quoted 23 40 41
England median annual salary £45,000 £55,000 £42,500
Median salary % change year-on-year -18.18% +29.41% -12.82%
10th Percentile £41,250 £31,250 £31,250
90th Percentile £64,000 £80,000 £52,500
UK median annual salary £45,000 £55,000 £42,500
% change year-on-year -18.18% +29.41% -15.00%

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 128,858 148,235 151,072
As % of all permanent IT jobs advertised in England 91.70% 91.84% 91.35%
Number of salaries quoted 102,720 120,062 125,863
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £30,000 £28,750 £28,000
90th Percentile £85,000 £80,000 £80,000
UK median annual salary £52,500 £50,000 £48,000
% change year-on-year +5.00% +4.17% +1.05%

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 15 January 2019.

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 15 January 2019. 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 +38 30 £45,000 -25.00% 1
South West -1 2 £42,500 +8.28%
North of England +37 1 £75,000 -6.25%
Yorkshire - 1 £75,000 -
Propensity Modelling
UK

For the 6 months to 15 January 2019, 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 24 (72.73%) SQL
1 24 (72.73%) Analytical Skills
2 22 (66.67%) Analytics
3 20 (60.61%) Data Science
4 17 (51.52%) R
5 16 (48.48%) Decision Tree
5 16 (48.48%) Python
6 15 (45.45%) Marketing
7 13 (39.39%) Statistics
7 13 (39.39%) Actionable Insight
7 13 (39.39%) Tableau
7 13 (39.39%) Visualisation
7 13 (39.39%) Machine Learning
8 12 (36.36%) Degree
9 11 (33.33%) Data Modelling
9 11 (33.33%) SAS
10 10 (30.30%) Customer Analytics
10 10 (30.30%) Customer Analysis
11 9 (27.27%) SQL Server
11 9 (27.27%) SPSS
11 9 (27.27%) Cluster Analysis
12 8 (24.24%) Agile Software Development
12 8 (24.24%) Statistical Analysis
12 8 (24.24%) Telecoms
12 8 (24.24%) Actionable Recommendations
12 8 (24.24%) Coaching
12 8 (24.24%) WorldPay
12 8 (24.24%) Decision-Making
12 8 (24.24%) Data-Driven Decision Making
13 7 (21.21%) Data Strategy

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 11 (33.33%) SAS
2 2 (6.06%) Apache Spark
3 1 (3.03%) Elasticsearch
3 1 (3.03%) SharePoint
Applications
1 9 (27.27%) SPSS
2 2 (6.06%) Microsoft Office
3 1 (3.03%) Microsoft Excel
Business Applications
1 1 (3.03%) Unica
Cloud Services
1 5 (15.15%) Google Analytics
Database & Business Intelligence
1 9 (27.27%) SQL Server
2 4 (12.12%) Relational Database
3 3 (9.09%) QlikView
4 2 (6.06%) BusinessObjects
4 2 (6.06%) Data Mining
4 2 (6.06%) SAS Enterprise Miner
4 2 (6.06%) SQL Server 2008
4 2 (6.06%) SQL Server 2016
5 1 (3.03%) Apache Hive
5 1 (3.03%) Big Data
5 1 (3.03%) Hadoop
5 1 (3.03%) Impala
5 1 (3.03%) NoSQL
5 1 (3.03%) RDBMS
5 1 (3.03%) Spotfire
Development Applications
1 1 (3.03%) Git (software)
General
1 15 (45.45%) Marketing
2 8 (24.24%) Telecoms
3 4 (12.12%) Finance
4 1 (3.03%) Banking
4 1 (3.03%) Electronics
4 1 (3.03%) Manufacturing
Job Titles
1 22 (66.67%) Analyst
2 20 (60.61%) Senior Analyst
3 12 (36.36%) Data Analyst
3 12 (36.36%) Senior Data Analyst
4 10 (30.30%) Data Scientist
5 7 (21.21%) Insight Analyst
5 7 (21.21%) Senior Insight Analyst
6 6 (18.18%) Consultant
6 6 (18.18%) Data Consultant
6 6 (18.18%) Senior Consultant
6 6 (18.18%) SQL Analyst
6 6 (18.18%) SQL Data Analyst
6 6 (18.18%) Tableau Analyst
6 6 (18.18%) Tableau Consultant
7 1 (3.03%) Head of Data Science
7 1 (3.03%) Marketing Analyst
Libraries, Frameworks & Software Standards
1 3 (9.09%) ODBC
2 1 (3.03%) D3.js
2 1 (3.03%) Natural Language Processing
2 1 (3.03%) Raphaël
2 1 (3.03%) TensorFlow
Miscellaneous
1 24 (72.73%) Analytical Skills
2 3 (9.09%) Marketing Technology
3 2 (6.06%) Contract for Difference
3 2 (6.06%) Foreign Exchange (FX)
3 2 (6.06%) Spread Betting
4 1 (3.03%) Credit Risk
4 1 (3.03%) Data Structures
4 1 (3.03%) Fintech
4 1 (3.03%) Semantic Web
4 1 (3.03%) Social Network
Processes & Methodologies
1 22 (66.67%) Analytics
2 20 (60.61%) Data Science
3 16 (48.48%) Decision Tree
4 13 (39.39%) Actionable Insight
4 13 (39.39%) Machine Learning
4 13 (39.39%) Statistics
4 13 (39.39%) Visualisation
5 11 (33.33%) Data Modelling
6 10 (30.30%) Customer Analysis
6 10 (30.30%) Customer Analytics
7 9 (27.27%) Cluster Analysis
8 8 (24.24%) Agile Software Development
8 8 (24.24%) Coaching
8 8 (24.24%) Data-Driven Decision Making
8 8 (24.24%) Decision-Making
8 8 (24.24%) Statistical Analysis
9 7 (21.21%) Customer Acquisition
9 7 (21.21%) Dashboard Development
9 7 (21.21%) Data Strategy
9 7 (21.21%) Predictive Modelling
Programming Languages
1 24 (72.73%) SQL
2 17 (51.52%) R
3 16 (48.48%) Python
4 2 (6.06%) Scala
5 1 (3.03%) Bash Shell
5 1 (3.03%) Java
5 1 (3.03%) MATLAB
Qualifications
1 12 (36.36%) Degree
2 1 (3.03%) Master's Degree
Quality Assurance & Compliance
1 8 (24.24%) Actionable Recommendations
Vendors
1 13 (39.39%) Tableau
2 8 (24.24%) WorldPay
3 5 (15.15%) Google
4 1 (3.03%) Aprimo
4 1 (3.03%) Microsoft
4 1 (3.03%) MicroStrategy
4 1 (3.03%) SAP