The table below looks at the statistics for Predictive Modelling skills in IT jobs advertised for the South East region. Included is a guide to the salaries offered in IT jobs that have cited Predictive Modelling over the 3 months to 25 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 406 460 487
Rank change year-on-year
+54 +27
Permanent jobs citing Predictive Modelling 12 11 2
As % of all permanent IT jobs located in the South East 0.066% 0.052% 0.009%
As % of the Processes & Methodologies category 0.077% 0.061% 0.010%
Number of salaries quoted 11 11 1
Median salary £52,500 £40,000 £55,000
Median salary % change year-on-year
+31.25% -27.27%
UK excluding London median salary £45,000 £38,750 £40,000
% change year-on-year
+16.12% -3.12%
Predictive Modelling
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the South East region.

Processes & Methodologies Category
South East
Permanent IT job ads with a match in the
Processes & Methodologies category
15531 18147 19560
As % of all permanent IT jobs located in the South East 85.48% 85.29% 83.46%
Number of salaries quoted 13038 14517 15608
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £68,000 £65,000 £65,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Predictive Modelling
Jobs Demand Trend in the South East

The demand trend of job ads across the South East region citing Predictive Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Predictive Modelling Jobs Demand Trend in the South East

Predictive Modelling
Salary Trend in the South East

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

Predictive Modelling Salary Trend in the South East

Predictive Modelling
Salary Histogram in the South East

This chart provides a salary histogram for IT jobs citing Predictive Modelling across the South East region over the 3 months to 25 June 2016.

Predictive Modelling Salary Histogram in the South East

Predictive Modelling
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Modelling within the South East region over the 3 months to 25 June 2016. 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
(Click see detailed
statistics and trends)
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
Berkshire +16 5 £52,500 +31.25%
Oxfordshire - 4 £72,750 -
Buckinghamshire +32 1 £38,000 -15.55%
Surrey +24 1 - - 1
Middlesex +6 1 £60,000 +9.09%
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in the South East

For the 6 months to 25 June 2016, 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 South East region with a requirement for Predictive Modelling.

1 14 (60.87%) Hadoop
2 13 (56.52%) Analytics
3 12 (52.17%) R
3 12 (52.17%) SQL
3 12 (52.17%) SAS
3 12 (52.17%) Finance
4 11 (47.83%) Python
4 11 (47.83%) Java
4 11 (47.83%) Big Data
5 10 (43.48%) Analytical Skills
6 9 (39.13%) Algorithms
6 9 (39.13%) Machine Learning
6 9 (39.13%) Statistics
6 9 (39.13%) Marketing
7 8 (34.78%) PhD
8 7 (30.43%) Data Mining
8 7 (30.43%) C++
8 7 (30.43%) SPSS
8 7 (30.43%) Mathematics
8 7 (30.43%) Apache Hive
9 6 (26.09%) Apache Cassandra
9 6 (26.09%) Degree
9 6 (26.09%) C
10 5 (21.74%) Physics
10 5 (21.74%) Computer Science
10 5 (21.74%) NoSQL
10 5 (21.74%) Scala
10 5 (21.74%) Data Analytics
11 4 (17.39%) MapReduce
11 4 (17.39%) B2B

Predictive Modelling
Top Related IT Skills in the South East 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 12 (52.17%) SAS
2 4 (17.39%) Apache Spark
3 3 (13.04%) Apache Pig
4 1 (4.35%) JBoss
4 1 (4.35%) Tomcat
4 1 (4.35%) WebLogic
Applications
1 7 (30.43%) SPSS
2 3 (13.04%) MS Excel
3 2 (8.70%) Spreadsheet
Business Applications
1 1 (4.35%) Eloqua
Cloud Services
1 1 (4.35%) Cloud Computing
1 1 (4.35%) PaaS
Communications & Networking
1 4 (17.39%) Internet
2 1 (4.35%) AMQP
2 1 (4.35%) Firewall
2 1 (4.35%) TCP/IP
Database & Business Intelligence
1 14 (60.87%) Hadoop
2 11 (47.83%) Big Data
3 7 (30.43%) Apache Hive
3 7 (30.43%) Data Mining
4 6 (26.09%) Apache Cassandra
5 5 (21.74%) NoSQL
6 3 (13.04%) HBase
6 3 (13.04%) MySQL
6 3 (13.04%) Relational Database
6 3 (13.04%) SQL Server
7 2 (8.70%) MongoDB
7 2 (8.70%) Neo4j
7 2 (8.70%) PostgreSQL
8 1 (4.35%) SQL Server Analysis Services
Development Applications
1 1 (4.35%) Vagrant
General
1 12 (52.17%) Finance
2 9 (39.13%) Marketing
3 3 (13.04%) Banking
4 1 (4.35%) Financial Institution
Job Titles
1 6 (26.09%) Analyst
2 4 (17.39%) Consultant
2 4 (17.39%) Data Manager
2 4 (17.39%) Data Scientist
3 3 (13.04%) Analytics Consultant
4 2 (8.70%) Data Analyst
4 2 (8.70%) Machine Learning Scientist
4 2 (8.70%) SAS Analyst
4 2 (8.70%) SAS Data Analyst
4 2 (8.70%) Web Analytics Specialist
4 2 (8.70%) Web Specialist
5 1 (4.35%) E-Commerce Manager
5 1 (4.35%) Integration Engineer
5 1 (4.35%) Java Software Engineer
5 1 (4.35%) Marketing Manager
5 1 (4.35%) Risk Analyst
5 1 (4.35%) Senior Analyst
5 1 (4.35%) Software Integration Engineer
5 1 (4.35%) Systems Engineer
5 1 (4.35%) Systems Integration Engineer
Libraries, Frameworks & Software Standards
1 3 (13.04%) Natural Language Processing
2 1 (4.35%) HTML
2 1 (4.35%) LAMP
2 1 (4.35%) WebSockets
Miscellaneous
1 10 (43.48%) Analytical Skills
2 9 (39.13%) Algorithms
2 9 (39.13%) Statistics
3 7 (30.43%) Mathematics
4 5 (21.74%) Computer Science
4 5 (21.74%) Physics
5 3 (13.04%) Credit Risk
5 3 (13.04%) Visualisation
6 2 (8.70%) Economics
6 2 (8.70%) Internet of Things
6 2 (8.70%) Performance Metrics
6 2 (8.70%) Social Media
Operating Systems
1 1 (4.35%) Linux
1 1 (4.35%) Unix
Processes & Methodologies
1 13 (56.52%) Analytics
2 9 (39.13%) Machine Learning
3 5 (21.74%) Data Analytics
4 4 (17.39%) B2B
4 4 (17.39%) MapReduce
4 4 (17.39%) Statistical Modelling
5 3 (13.04%) Agile Software Development
5 3 (13.04%) Data Management
5 3 (13.04%) Logistic Regression
5 3 (13.04%) Predictive Analytics
5 3 (13.04%) Propensity Modelling
5 3 (13.04%) Supply Chain Management
6 2 (8.70%) Complex Event Processing
6 2 (8.70%) Data Protection
6 2 (8.70%) Database Marketing
6 2 (8.70%) Direct Marketing
6 2 (8.70%) Financial Analysis
6 2 (8.70%) Financial Modelling
6 2 (8.70%) Kanban
6 2 (8.70%) Segmentation Analysis
Programming Languages
1 12 (52.17%) R
1 12 (52.17%) SQL
2 11 (47.83%) Java
2 11 (47.83%) Python
3 7 (30.43%) C++
4 6 (26.09%) C
5 5 (21.74%) Scala
6 4 (17.39%) MATLAB
7 2 (8.70%) VB
8 1 (4.35%) Bourne shell
8 1 (4.35%) JavaScript
8 1 (4.35%) Perl
8 1 (4.35%) PL/SQL
Qualifications
1 8 (34.78%) PhD
2 6 (26.09%) Degree
3 2 (8.70%) SAS Certification
4 1 (4.35%) SC Cleared
4 1 (4.35%) Security Cleared
System Software
1 1 (4.35%) Docker
Systems Management
1 1 (4.35%) Kubernetes
Vendors
1 3 (13.04%) Microsoft
1 3 (13.04%) Oracle
2 2 (8.70%) Google
2 2 (8.70%) Siebel
3 1 (4.35%) Adobe
3 1 (4.35%) Marketo