The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Predictive Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Predictive Modelling over the 3 months to 30 March 2017 with a comparison to the same period in the previous 2 years.

Predictive Modelling
England / East of England
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 240 273 269
Rank change year-on-year +33 -4  
Permanent jobs citing Predictive Modelling 5 6 2
As % of all permanent IT jobs advertised in the East of England 0.081% 0.081% 0.026%
As % of the Processes & Methodologies category 0.093% 0.092% 0.031%
Number of salaries quoted 3 3 2
Median salary £52,500 £50,000 £56,250
Median salary % change year-on-year +5.00% -11.11%  
90% offered a salary of more than £49,300 £50,000 £53,250
10% offered a salary of more than £64,420 £86,080 £59,250
UK excluding London median salary £45,000 £60,000 £40,000
% change year-on-year -25.00% +50.00%  

Predictive Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East of England with a requirement for process and methodology skills.

Process & Methodology Skills
East of England
Permanent job vacancies with a requirement for process and methodology skills 5384 6538 6397
As % of all permanent IT job vacancies advertised in the East of England 87.20% 87.81% 84.36%
Number of salaries quoted 4269 5189 5107
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.55%  
90% offered a salary of more than £32,159 £30,500 £30,000
10% offered a salary of more than £70,000 £67,500 £70,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Predictive Modelling
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England citing Predictive Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Predictive Modelling in the East of England

Predictive Modelling
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Predictive Modelling in the East of England.

Salary trend for Predictive Modelling in the East of England

Predictive Modelling
Salary Histogram in the East of England

The salary distribution of IT jobs citing Predictive Modelling in the East of England over the 3 months to 30 March 2017.

Salary histogram for Predictive Modelling in the East of England

Predictive Modelling
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Modelling within the East of England region over the 3 months to 30 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Norfolk -10 4 £57,950 -39.06%
Hertfordshire +17 1 £52,500 -
Predictive Modelling
England

For the 6 months to 30 March 2017, IT jobs citing Predictive 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 East of England region with a requirement for Predictive Modelling.

1 9 (100.00%) SQL
1 9 (100.00%) R
1 9 (100.00%) Machine Learning
2 8 (88.89%) Python
3 7 (77.78%) Mathematics
3 7 (77.78%) Big Data
3 7 (77.78%) Analytics
4 6 (66.67%) Hadoop
5 5 (55.56%) PhD
5 5 (55.56%) SAS
5 5 (55.56%) Statistical Modelling
6 4 (44.44%) Analytical Skills
6 4 (44.44%) Degree
6 4 (44.44%) Predictive Analytics
6 4 (44.44%) Statistics
7 3 (33.33%) Visualisation
7 3 (33.33%) Apache Hive
7 3 (33.33%) Oracle
7 3 (33.33%) Neural Network
7 3 (33.33%) Apache Spark
7 3 (33.33%) Decision Tree
8 2 (22.22%) Disruptive Innovation
8 2 (22.22%) Google Cloud Platform
8 2 (22.22%) Presto
8 2 (22.22%) MLlib
8 2 (22.22%) Data Privacy
8 2 (22.22%) Internet of Things
8 2 (22.22%) Algorithms
8 2 (22.22%) Data Analytics
8 2 (22.22%) Elasticsearch

Predictive Modelling
Co-occurring IT Skills in the East of 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 5 (55.56%) SAS
2 3 (33.33%) Apache Spark
3 2 (22.22%) Apache Pig
3 2 (22.22%) Elasticsearch
Cloud Services
1 2 (22.22%) Amazon AWS
1 2 (22.22%) Google Cloud Platform
1 2 (22.22%) Microsoft Azure
Communications & Networking
1 2 (22.22%) Internet
Database & Business Intelligence
1 7 (77.78%) Big Data
2 6 (66.67%) Hadoop
3 3 (33.33%) Apache Hive
4 2 (22.22%) Apache Cassandra
4 2 (22.22%) MongoDB
4 2 (22.22%) NoSQL
4 2 (22.22%) Presto
General
1 2 (22.22%) Finance
2 1 (11.11%) Marketing
Job Titles
1 7 (77.78%) Data Scientist
2 2 (22.22%) Analytics Manager
2 2 (22.22%) Data Engineer
2 2 (22.22%) Data Modeller
3 1 (11.11%) Analytics Consultant
3 1 (11.11%) Commercial Consultant
3 1 (11.11%) Commercial Manager
3 1 (11.11%) Consultant
3 1 (11.11%) E-Commerce Manager
Libraries, Frameworks & Software Standards
1 2 (22.22%) MLlib
Miscellaneous
1 4 (44.44%) Analytical Skills
2 2 (22.22%) Algorithms
2 2 (22.22%) Internet of Things
3 1 (11.11%) Computer Science
Operating Systems
1 2 (22.22%) Linux
Processes & Methodologies
1 9 (100.00%) Machine Learning
2 7 (77.78%) Analytics
2 7 (77.78%) Mathematics
3 5 (55.56%) Statistical Modelling
4 4 (44.44%) Predictive Analytics
4 4 (44.44%) Statistics
5 3 (33.33%) Decision Tree
5 3 (33.33%) Neural Network
5 3 (33.33%) Visualisation
6 2 (22.22%) Data Analytics
6 2 (22.22%) Data Modelling
6 2 (22.22%) Data Privacy
6 2 (22.22%) Disruptive Innovation
6 2 (22.22%) Operations Research
7 1 (11.11%) Customer Analytics
7 1 (11.11%) E-Commerce
7 1 (11.11%) Marketing Analytics
7 1 (11.11%) Stakeholder Management
7 1 (11.11%) Statistical Analysis
7 1 (11.11%) Yield Management
Programming Languages
1 9 (100.00%) R
1 9 (100.00%) SQL
2 8 (88.89%) Python
3 2 (22.22%) Clojure
3 2 (22.22%) Java
3 2 (22.22%) MATLAB
3 2 (22.22%) Ruby
Qualifications
1 5 (55.56%) PhD
2 4 (44.44%) Degree
Vendors
1 3 (33.33%) Oracle
2 2 (22.22%) Google