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 average salaries offered in IT jobs that have cited Predictive Modelling over the 3 months to 11 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
11 Feb 2016
Same period 2015 Same period 2014
Predictive Modeling
Rank 226 256 247
Rank change year-on-year
+30 -9
Permanent jobs citing Predictive Modelling 5 2 1
As % of all permanent IT jobs located in the North West 0.090% 0.028% 0.015%
As % of the Processes & Methodologies category 0.10% 0.033% 0.018%
Number of salaries quoted 4 2 1
Average salary £43,750 £51,250 £34,000
Average salary % change year-on-year
-14.63% +50.73%
UK excluding London average salary £50,000 £42,500 £42,887
% change year-on-year
+17.64% -0.90%
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
4812 6019 5619
As % of all permanent IT jobs located in the North West 86.41% 85.66% 84.59%
Number of salaries quoted 3985 5083 4676
Average salary £42,500 £40,000 £40,000
Average salary % change year-on-year
+6.25% -
90% offered a salary of more than £28,500 £27,500 £27,500
10% offered a salary of more than £60,000 £55,000 £60,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Predictive Modelling
Jobs Demand Trend in the North West

This chart provides a 3-month moving total of permanent IT jobs citing Predictive Modelling across the North West region as a proportion of the total demand within 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
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Predictive Modelling across the North West region over the 3 months to 11 February 2016.

Predictive Modelling Salary Histogram 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 average salaries quoted in IT jobs citing Predictive Modelling within the North West region over the 3 months to 11 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +22 4 £45,000 -12.19%
Cheshire - 1 £19,000 -
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 11 February 2016, IT jobs across the North West region citing Predictive Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Predictive Modelling.

1 7 (77.78%) Data Mining
2 6 (66.67%) Business Intelligence
2 6 (66.67%) Data Analysis
2 6 (66.67%) Degree
3 5 (55.56%) SQL Server Reporting Services
3 5 (55.56%) Microsoft
3 5 (55.56%) T-SQL
3 5 (55.56%) SQL Server
4 4 (44.44%) SQL
4 4 (44.44%) Data Warehouse
4 4 (44.44%) Mathematics
4 4 (44.44%) Marketing
5 3 (33.33%) Power BI
5 3 (33.33%) QlikView
5 3 (33.33%) Analytical Skills
5 3 (33.33%) Qlik Sense
5 3 (33.33%) Local Government
5 3 (33.33%) SQL Server Integration Services
5 3 (33.33%) Agile Software Development
5 3 (33.33%) SAP
5 3 (33.33%) Python
5 3 (33.33%) BusinessObjects
5 3 (33.33%) PRINCE
6 2 (22.22%) Electronics
6 2 (22.22%) Telecoms
6 2 (22.22%) Finance
6 2 (22.22%) Manufacturing
6 2 (22.22%) MATLAB
6 2 (22.22%) SPSS
6 2 (22.22%) CHAID

Predictive Modelling
Top Related IT Skills in the North West by Category

For the 6 months to 11 February 2016, IT jobs across the North West region citing Predictive Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Predictive Modelling. Up to 20 skills are shown per category.

Application Platforms
1 2 (22.22%) SAS
1 2 (22.22%) SharePoint
1 2 (22.22%) Skype for Business
2 1 (11.11%) Apache Spark
Applications
1 2 (22.22%) MS Excel
1 2 (22.22%) MS Office
1 2 (22.22%) MS PowerPoint
1 2 (22.22%) SPSS
Business Applications
1 2 (22.22%) FastStats
1 2 (22.22%) SAP Oil and Gas
Cloud Services
1 2 (22.22%) Office 365
2 1 (11.11%) SmartFocus
Database & Business Intelligence
1 7 (77.78%) Data Mining
2 5 (55.56%) SQL Server
2 5 (55.56%) SQL Server Reporting Services
3 4 (44.44%) Data Warehouse
4 3 (33.33%) BusinessObjects
4 3 (33.33%) Power BI
4 3 (33.33%) Qlik Sense
4 3 (33.33%) QlikView
4 3 (33.33%) SQL Server Integration Services
5 2 (22.22%) Big Data
6 1 (11.11%) Hadoop
6 1 (11.11%) OLAP
6 1 (11.11%) OLAP Cube
6 1 (11.11%) Oracle Reports
6 1 (11.11%) Text Mining
General
1 4 (44.44%) Marketing
2 3 (33.33%) Local Government
3 2 (22.22%) Electronics
3 2 (22.22%) Finance
3 2 (22.22%) Manufacturing
3 2 (22.22%) Telecoms
4 1 (11.11%) Advertising
4 1 (11.11%) Games
4 1 (11.11%) Legal
4 1 (11.11%) Retail
Job Titles
1 3 (33.33%) Analyst
1 3 (33.33%) Business Intelligence Consultant
1 3 (33.33%) Consultant
2 2 (22.22%) Business Consultant
2 2 (22.22%) Business Developer
2 2 (22.22%) Business Intelligence Developer
2 2 (22.22%) Business Objects Consultant
2 2 (22.22%) Business Objects Developer
2 2 (22.22%) Data Scientist
2 2 (22.22%) Developer
2 2 (22.22%) QlikView Consultant
2 2 (22.22%) QlikView Developer
3 1 (11.11%) Business Intelligence Analyst
3 1 (11.11%) Business Manager
3 1 (11.11%) Data Analyst
3 1 (11.11%) Data Warehouse Consultant
3 1 (11.11%) Insight Analyst
3 1 (11.11%) Machine Learning Scientist
3 1 (11.11%) SAP Consultant
3 1 (11.11%) Statistical Analyst
Libraries, Frameworks & Software Standards
1 1 (11.11%) Natural Language Processing
1 1 (11.11%) NumPy
Miscellaneous
1 4 (44.44%) Mathematics
2 3 (33.33%) Analytical Skills
3 2 (22.22%) Statistics
4 1 (11.11%) Algorithms
4 1 (11.11%) Computer Science
4 1 (11.11%) Physics
4 1 (11.11%) Social Media
4 1 (11.11%) Visualisation
Processes & Methodologies
1 6 (66.67%) Business Intelligence
1 6 (66.67%) Data Analysis
2 3 (33.33%) Agile Software Development
2 3 (33.33%) PRINCE
3 2 (22.22%) Analytics
3 2 (22.22%) CHAID
3 2 (22.22%) Cluster Analysis
3 2 (22.22%) Digital Marketing
3 2 (22.22%) Exploratory Data Analysis
3 2 (22.22%) Machine Learning
3 2 (22.22%) Programme Management
3 2 (22.22%) Statistical Analysis
3 2 (22.22%) Statistical Modelling
4 1 (11.11%) Anomaly Detection
4 1 (11.11%) Customer Segmentation
4 1 (11.11%) Data Analytics
4 1 (11.11%) Data Engineering
4 1 (11.11%) Product Management
4 1 (11.11%) Requirements Analysis
4 1 (11.11%) Statistical Learning
Programming Languages
1 5 (55.56%) T-SQL
2 4 (44.44%) SQL
3 3 (33.33%) Python
4 2 (22.22%) C
4 2 (22.22%) Java
4 2 (22.22%) MATLAB
4 2 (22.22%) R
5 1 (11.11%) C++
5 1 (11.11%) Scala
Qualifications
1 6 (66.67%) Degree
2 1 (11.11%) PhD
Quality Assurance & Compliance
1 1 (11.11%) Data Quality
Vendors
1 5 (55.56%) Microsoft
2 3 (33.33%) SAP
3 2 (22.22%) Minitab
4 1 (11.11%) Oracle