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

3 months to
2 May 2016
Same period 2015 Same period 2014
Predictive Modeling
Rank 237 254 -
Rank change year-on-year
+17 -
Permanent jobs citing Predictive Modelling 1 4 0
As % of all permanent IT jobs located in the North West 0.018% 0.061% -
As % of the Processes & Methodologies category 0.020% 0.070% -
Number of salaries quoted 1 4 0
Median salary £19,000 £29,000 -
Median salary % change year-on-year
-34.48% -
UK excluding London median salary £60,000 £36,500 £46,250
% change year-on-year
+64.38% -21.08%
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 North West region.

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
4912 5748 6113
As % of all permanent IT jobs located in the North West 86.71% 87.44% 85.60%
Number of salaries quoted 4140 4573 4925
Median salary £42,500 £40,000 £39,000
Median salary % change year-on-year
+6.25% +2.56%
90% offered a salary of more than £27,500 £27,500 £26,500
10% offered a salary of more than £60,000 £55,300 £57,500
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 North West

The demand trend of job ads across the North West 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 North West

Predictive Modelling
Salary Trend in the North West

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

Predictive Modelling Salary Trend in the North West

Predictive Modelling
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Modelling within the North West region over the 3 months to 2 May 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
Cheshire +24 1 £19,000 -15.55%
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 2 May 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 North West region with a requirement for Predictive Modelling.

1 5 (71.43%) Business Intelligence
1 5 (71.43%) Data Mining
1 5 (71.43%) Data Analysis
1 5 (71.43%) Degree
2 4 (57.14%) SQL Server Reporting Services
2 4 (57.14%) Microsoft
2 4 (57.14%) T-SQL
2 4 (57.14%) SQL Server
3 3 (42.86%) SAP
3 3 (42.86%) Data Warehouse
3 3 (42.86%) BusinessObjects
3 3 (42.86%) PRINCE
3 3 (42.86%) Agile Software Development
3 3 (42.86%) QlikView
3 3 (42.86%) Local Government
3 3 (42.86%) SQL Server Integration Services
3 3 (42.86%) Mathematics
3 3 (42.86%) Qlik Sense
3 3 (42.86%) Power BI
3 3 (42.86%) Marketing
4 2 (28.57%) Analytical Skills
4 2 (28.57%) Machine Learning
4 2 (28.57%) Big Data
4 2 (28.57%) Digital Marketing
4 2 (28.57%) Programme Management
4 2 (28.57%) SAP Oil and Gas
4 2 (28.57%) Electronics
4 2 (28.57%) Telecoms
4 2 (28.57%) Finance
4 2 (28.57%) Manufacturing

Predictive Modelling
Top Related IT Skills in the North West 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 1 (14.29%) Apache Spark
1 1 (14.29%) SAS
1 1 (14.29%) SharePoint
1 1 (14.29%) Skype for Business
Applications
1 1 (14.29%) MS Excel
1 1 (14.29%) MS Office
1 1 (14.29%) MS PowerPoint
1 1 (14.29%) SPSS
Business Applications
1 2 (28.57%) SAP Oil and Gas
2 1 (14.29%) FastStats
Cloud Services
1 1 (14.29%) Office 365
1 1 (14.29%) SmartFocus
Database & Business Intelligence
1 5 (71.43%) Data Mining
2 4 (57.14%) SQL Server
2 4 (57.14%) SQL Server Reporting Services
3 3 (42.86%) BusinessObjects
3 3 (42.86%) Data Warehouse
3 3 (42.86%) Power BI
3 3 (42.86%) Qlik Sense
3 3 (42.86%) QlikView
3 3 (42.86%) SQL Server Integration Services
4 2 (28.57%) Big Data
5 1 (14.29%) Hadoop
5 1 (14.29%) OLAP
5 1 (14.29%) OLAP Cube
5 1 (14.29%) Oracle Reports
5 1 (14.29%) Text Mining
General
1 3 (42.86%) Local Government
1 3 (42.86%) Marketing
2 2 (28.57%) Electronics
2 2 (28.57%) Finance
2 2 (28.57%) Manufacturing
2 2 (28.57%) Telecoms
3 1 (14.29%) Advertising
3 1 (14.29%) Games
3 1 (14.29%) Legal
3 1 (14.29%) Retail
Job Titles
1 3 (42.86%) Business Intelligence Consultant
1 3 (42.86%) Consultant
2 2 (28.57%) Business Consultant
2 2 (28.57%) Business Developer
2 2 (28.57%) Business Intelligence Developer
2 2 (28.57%) Business Objects Consultant
2 2 (28.57%) Business Objects Developer
2 2 (28.57%) Data Scientist
2 2 (28.57%) Developer
2 2 (28.57%) QlikView Consultant
2 2 (28.57%) QlikView Developer
2 2 (28.57%) SSIS Consultant
2 2 (28.57%) SSIS Developer
2 2 (28.57%) SSRS Consultant
2 2 (28.57%) SSRS Developer
3 1 (14.29%) Business Intelligence Manager
3 1 (14.29%) Data Consultant
3 1 (14.29%) Machine Learning Scientist
3 1 (14.29%) SAP BI Consultant
3 1 (14.29%) SAP Data Consultant
Libraries, Frameworks & Software Standards
1 1 (14.29%) Natural Language Processing
1 1 (14.29%) NumPy
Miscellaneous
1 3 (42.86%) Mathematics
2 2 (28.57%) Analytical Skills
3 1 (14.29%) Algorithms
3 1 (14.29%) Computer Science
3 1 (14.29%) Physics
3 1 (14.29%) Social Media
3 1 (14.29%) Statistics
3 1 (14.29%) Visualisation
Processes & Methodologies
1 5 (71.43%) Business Intelligence
1 5 (71.43%) Data Analysis
2 3 (42.86%) Agile Software Development
2 3 (42.86%) PRINCE
3 2 (28.57%) Digital Marketing
3 2 (28.57%) Machine Learning
3 2 (28.57%) Programme Management
4 1 (14.29%) Analytics
4 1 (14.29%) Anomaly Detection
4 1 (14.29%) Bioinformatics
4 1 (14.29%) Cluster Analysis
4 1 (14.29%) Continuous Improvement
4 1 (14.29%) Customer Segmentation
4 1 (14.29%) Data Analytics
4 1 (14.29%) Data Engineering
4 1 (14.29%) Exploratory Data Analysis
4 1 (14.29%) Product Management
4 1 (14.29%) Requirements Analysis
4 1 (14.29%) Statistical Analysis
4 1 (14.29%) Statistical Modelling
Programming Languages
1 4 (57.14%) T-SQL
2 2 (28.57%) C
2 2 (28.57%) Java
2 2 (28.57%) Python
2 2 (28.57%) SQL
3 1 (14.29%) C++
3 1 (14.29%) MATLAB
3 1 (14.29%) R
3 1 (14.29%) Scala
Qualifications
1 5 (71.43%) Degree
2 1 (14.29%) PhD
Quality Assurance & Compliance
1 1 (14.29%) Data Quality
Vendors
1 4 (57.14%) Microsoft
2 3 (42.86%) SAP
3 1 (14.29%) Minitab
3 1 (14.29%) Oracle