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 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 392 469 462
Rank change year-on-year
+77 -7
Permanent jobs citing Predictive Modelling 18 7 6
As % of all permanent IT jobs located in the South East 0.11% 0.032% 0.027%
As % of the Processes & Methodologies category 0.13% 0.037% 0.033%
Number of salaries quoted 12 7 5
Median salary £56,750 £60,000 £42,500
Median salary % change year-on-year
-5.41% +41.17%
90% offered a salary of more than £45,000 £48,000 £41,000
10% offered a salary of more than £67,500 £60,000 £57,500
UK excluding London median salary £46,500 £55,000 £42,900
% change year-on-year
-15.45% +28.20%
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
13942 18683 18388
As % of all permanent IT jobs located in the South East 85.90% 86.07% 84.02%
Number of salaries quoted 11487 15655 14535
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year
- +5.55%
90% offered a salary of more than £32,500 £31,898 £30,000
10% offered a salary of more than £70,000 £65,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 7 December 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 7 December 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 +60 10 £55,000 -8.33% 1
Oxfordshire - 6 £63,000 - 2
Surrey +16 1 £40,000 -15.78%
Buckinghamshire - 1 - -
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in the South East

For the 6 months to 7 December 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 15 (57.69%) R
1 15 (57.69%) Analytical Skills
2 14 (53.85%) Analytics
2 14 (53.85%) SQL
3 13 (50.00%) Marketing
3 13 (50.00%) Big Data
4 10 (38.46%) Statistical Modelling
5 9 (34.62%) Statistics
5 9 (34.62%) Java
6 8 (30.77%) Business Intelligence
6 8 (30.77%) Visualisation
7 7 (26.92%) Hadoop
7 7 (26.92%) Regression Analysis
7 7 (26.92%) Data Visualisation
7 7 (26.92%) Time Series Analysis
7 7 (26.92%) Adobe
7 7 (26.92%) Python
7 7 (26.92%) Cluster Analysis
7 7 (26.92%) Degree
8 6 (23.08%) Web Analytics
9 5 (19.23%) Data Analysis
9 5 (19.23%) Spotfire
9 5 (19.23%) Oracle
9 5 (19.23%) Data Mining
9 5 (19.23%) PL/SQL
9 5 (19.23%) Actionable Insight
9 5 (19.23%) Marketing Strategy
9 5 (19.23%) Machine Learning
9 5 (19.23%) MongoDB
9 5 (19.23%) Apache Cassandra

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 2 (7.69%) Apache Spark
1 2 (7.69%) SAS
Applications
1 3 (11.54%) MS Office
2 2 (7.69%) MS Excel
Business Applications
1 4 (15.38%) Data Workbench
2 1 (3.85%) Eloqua
Cloud Services
1 2 (7.69%) Adobe Analytics
Database & Business Intelligence
1 13 (50.00%) Big Data
2 7 (26.92%) Hadoop
3 5 (19.23%) Apache Cassandra
3 5 (19.23%) Data Mining
3 5 (19.23%) MongoDB
3 5 (19.23%) NoSQL
3 5 (19.23%) Spotfire
4 4 (15.38%) Relational Database
5 2 (7.69%) Apache Hive
5 2 (7.69%) BusinessObjects
5 2 (7.69%) HBase
5 2 (7.69%) Power BI
5 2 (7.69%) RDBMS
6 1 (3.85%) Data Warehouse
6 1 (3.85%) MySQL
6 1 (3.85%) QlikView
General
1 13 (50.00%) Marketing
2 4 (15.38%) Finance
2 4 (15.38%) Pharmaceutical
3 1 (3.85%) Banking
Job Titles
1 8 (30.77%) Analyst
2 7 (26.92%) Data Scientist
3 5 (19.23%) Customer Insight Manager
3 5 (19.23%) Insight Manager
4 4 (15.38%) Analytics Manager
4 4 (15.38%) Data Analyst
4 4 (15.38%) Data Manager
5 3 (11.54%) Senior Manager
5 3 (11.54%) Software Analyst
6 2 (7.69%) Business Intelligence Analyst
6 2 (7.69%) Senior Analyst
6 2 (7.69%) Senior Analytics Manager
7 1 (3.85%) Customer Analytics Manager
7 1 (3.85%) Developer
7 1 (3.85%) Machine Learning Developer
7 1 (3.85%) Marketing Manager
7 1 (3.85%) SAS Analyst
7 1 (3.85%) SAS Data Analyst
7 1 (3.85%) Senior Marketing Manager
Libraries, Frameworks & Software Standards
1 3 (11.54%) Torch
2 1 (3.85%) Keras
2 1 (3.85%) Pandas
2 1 (3.85%) scikit-learn
2 1 (3.85%) Theano
2 1 (3.85%) XGBoost
Miscellaneous
1 15 (57.69%) Analytical Skills
2 9 (34.62%) Statistics
3 8 (30.77%) Visualisation
4 5 (19.23%) Data Extraction
5 4 (15.38%) Mathematics
5 4 (15.38%) Physics
6 3 (11.54%) Computer Science
6 3 (11.54%) Data Structures
7 2 (7.69%) Algorithms
7 2 (7.69%) Credit Risk
8 1 (3.85%) Artificial Intelligence
8 1 (3.85%) Economics
8 1 (3.85%) Performance Metrics
8 1 (3.85%) User Experience
Processes & Methodologies
1 14 (53.85%) Analytics
2 10 (38.46%) Statistical Modelling
3 8 (30.77%) Business Intelligence
4 7 (26.92%) Cluster Analysis
4 7 (26.92%) Data Visualisation
4 7 (26.92%) Regression Analysis
4 7 (26.92%) Time Series Analysis
5 6 (23.08%) Web Analytics
6 5 (19.23%) Actionable Insight
6 5 (19.23%) Data Analysis
6 5 (19.23%) Digital Marketing
6 5 (19.23%) Machine Learning
6 5 (19.23%) Marketing Strategy
7 4 (15.38%) Agile Software Development
7 4 (15.38%) CRM
7 4 (15.38%) Customer Engagement
7 4 (15.38%) Data Management
7 4 (15.38%) Marketing Automation
7 4 (15.38%) Propensity Modelling
7 4 (15.38%) Statistical Analysis
Programming Languages
1 15 (57.69%) R
2 14 (53.85%) SQL
3 9 (34.62%) Java
4 7 (26.92%) Python
5 5 (19.23%) PL/SQL
6 4 (15.38%) C
6 4 (15.38%) C++
7 2 (7.69%) Julia
7 2 (7.69%) Scala
8 1 (3.85%) VB
8 1 (3.85%) VBA
Qualifications
1 7 (26.92%) Degree
2 4 (15.38%) PhD
3 1 (3.85%) SAS Certification
Vendors
1 7 (26.92%) Adobe
2 5 (19.23%) Oracle
3 4 (15.38%) Marketo
3 4 (15.38%) TIBCO
4 3 (11.54%) Tableau
5 2 (7.69%) MapR
6 1 (3.85%) Microsoft
6 1 (3.85%) Salesforce.com
Oxfordshire
Austin Fraser
Salary: £55000.00 - £62000.00 per annum + Bonus + Benefits
Posted: 6 days ago
Oxford, Oxfordshire
Corriculo
Salary: £55,000 - £65,000 per year
Posted: 22 days ago