The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Predictive Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Predictive Analytics over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Predictive Analytics
England / North West
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 253 - 253
Rank change year-on-year - 0  
Permanent jobs citing Predictive Analytics 19 0 3
As % of all permanent IT jobs advertised in the North West 0.28% - 0.047%
As % of the Processes & Methodologies category 0.31% - 0.053%
Number of salaries quoted 15 0 3
Median salary £65,000 - £47,500
90% offered a salary of more than £30,750 - £43,750
10% offered a salary of more than £68,250 - £52,250
UK excluding London median salary £50,000 £60,000 £42,500
% change year-on-year -16.66% +41.17%  

Predictive Analytics 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 North West with a requirement for process and methodology skills.

Process & Methodology Skills
North West
Permanent job vacancies with a requirement for process and methodology skills 6156 4952 5674
As % of all permanent IT job vacancies advertised in the North West 89.91% 88.30% 89.78%
Number of salaries quoted 19927 16677 18480
Median salary £44,000 £42,500 £40,000
Median salary % change year-on-year +3.52% +6.25%  
90% offered a salary of more than £27,500 £26,250 £26,250
10% offered a salary of more than £66,250 £62,500 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Predictive Analytics
Job Vacancy Trend in the North West

Job postings citing Predictive Analytics as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Predictive Analytics in the North West

Predictive Analytics
Salary Trend in the North West

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

Salary trend for Predictive Analytics in the North West

Predictive Analytics
Salary Histogram in the North West

The salary distribution of IT jobs citing Predictive Analytics in the North West over the 3 months to 28 June 2017.

Salary histogram for Predictive Analytics in the North West

Predictive Analytics
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 Analytics within the North West region over the 3 months to 28 June 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
Manchester - 19 £65,000 - 1
Predictive Analytics
England

For the 6 months to 28 June 2017, IT jobs citing Predictive Analytics 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 Analytics.

1 28 (100.00%) Analytics
2 16 (57.14%) Agile Software Development
3 13 (46.43%) Machine Learning
4 12 (42.86%) R
4 12 (42.86%) Python
4 12 (42.86%) Business Intelligence
5 11 (39.29%) Java
5 11 (39.29%) Relational Database
6 10 (35.71%) Big Data
6 10 (35.71%) Scrum
6 10 (35.71%) JavaScript
6 10 (35.71%) HTML
6 10 (35.71%) HTML5
6 10 (35.71%) Continuous Integration
7 9 (32.14%) Git (software)
7 9 (32.14%) NoSQL
7 9 (32.14%) SQL
8 8 (28.57%) Statistical Analysis
9 7 (25.00%) Marketing
9 7 (25.00%) JSON
9 7 (25.00%) CSS
9 7 (25.00%) MVC
10 6 (21.43%) Code Coverage
10 6 (21.43%) Law
10 6 (21.43%) WebLogic
10 6 (21.43%) ASP.NET
10 6 (21.43%) XML
10 6 (21.43%) XSL
10 6 (21.43%) .NET
10 6 (21.43%) J2EE

Predictive Analytics
Co-occurring 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 6 (21.43%) WebLogic
1 6 (21.43%) WebSphere
2 2 (7.14%) Apache Spark
3 1 (3.57%) Apache
3 1 (3.57%) Tomcat
Applications
1 4 (14.29%) SPSS
2 3 (10.71%) Microsoft Excel
Business Applications
1 3 (10.71%) Sage 200
Cloud Services
1 4 (14.29%) Amazon AWS
1 4 (14.29%) Google Cloud Platform
2 3 (10.71%) Google Analytics
2 3 (10.71%) Microsoft Azure
3 1 (3.57%) SaaS
Communications & Networking
1 3 (10.71%) HTTP
Database & Business Intelligence
1 11 (39.29%) Relational Database
2 10 (35.71%) Big Data
3 9 (32.14%) NoSQL
4 6 (21.43%) RDBMS
5 5 (17.86%) QlikView
6 4 (14.29%) Apache Cassandra
6 4 (14.29%) BigQuery
6 4 (14.29%) CouchDB
6 4 (14.29%) MongoDB
7 3 (10.71%) Power BI
7 3 (10.71%) Qlik Sense
7 3 (10.71%) SQL Server
7 3 (10.71%) SQL Server Analysis Services
7 3 (10.71%) SQL Server Integration Services
7 3 (10.71%) SQL Server Reporting Services
8 2 (7.14%) Apache Hive
8 2 (7.14%) Hadoop
8 2 (7.14%) SQL Server 2012
9 1 (3.57%) Amazon QuickSight
9 1 (3.57%) Yellowfin
Development Applications
1 9 (32.14%) Git (software)
2 6 (21.43%) Maven
General
1 7 (25.00%) Marketing
2 6 (21.43%) Banking
2 6 (21.43%) Law
3 4 (14.29%) Games
4 3 (10.71%) Finance
4 3 (10.71%) Retail
5 1 (3.57%) Automotive
5 1 (3.57%) Back Office
Job Titles
1 11 (39.29%) Developer
2 7 (25.00%) Java Developer
3 5 (17.86%) Data Scientist
3 5 (17.86%) Software Engineer
4 4 (14.29%) Analyst
4 4 (14.29%) Data Analyst
4 4 (14.29%) Data Insight Analyst
4 4 (14.29%) Insight Analyst
4 4 (14.29%) Insight Data Analyst
4 4 (14.29%) Senior Software Engineer
5 3 (10.71%) Business Intelligence Developer
5 3 (10.71%) SQL Developer
6 2 (7.14%) C# Software Engineer
6 2 (7.14%) Machine Learning Scientist
6 2 (7.14%) Senior C# Software Engineer
6 2 (7.14%) SQL BI Developer
7 1 (3.57%) Big Data Consultant
7 1 (3.57%) Java Web Applications Developer
7 1 (3.57%) Linux Developer
7 1 (3.57%) Microsoft BI Developer
Libraries, Frameworks & Software Standards
1 10 (35.71%) HTML
1 10 (35.71%) HTML5
2 7 (25.00%) CSS
2 7 (25.00%) JSON
3 6 (21.43%) .NET
3 6 (21.43%) ASP.NET
3 6 (21.43%) ASP.NET MVC
3 6 (21.43%) ASP.NET Web API
3 6 (21.43%) CSS3
3 6 (21.43%) J2EE
3 6 (21.43%) RESTful
3 6 (21.43%) XML
3 6 (21.43%) XSL
4 3 (10.71%) .NET Core
4 3 (10.71%) AngularJS
4 3 (10.71%) Entity Framework
4 3 (10.71%) React
4 3 (10.71%) React Native
4 3 (10.71%) REST
4 3 (10.71%) Web Services
Miscellaneous
1 6 (21.43%) Analytical Skills
1 6 (21.43%) Mobile App
1 6 (21.43%) Online Banking
1 6 (21.43%) User Experience
2 3 (10.71%) FMCG
3 2 (7.14%) Algorithms
4 1 (3.57%) Management Information System
4 1 (3.57%) Mobile Games
Operating Systems
1 3 (10.71%) Android
1 3 (10.71%) Apple iOS
2 1 (3.57%) Linux
Processes & Methodologies
1 28 (100.00%) Analytics
2 16 (57.14%) Agile Software Development
3 13 (46.43%) Machine Learning
4 12 (42.86%) Business Intelligence
5 10 (35.71%) Continuous Integration
5 10 (35.71%) Scrum
6 8 (28.57%) Statistical Analysis
7 7 (25.00%) MVC
8 6 (21.43%) Code Coverage
8 6 (21.43%) OO
8 6 (21.43%) Prototyping
8 6 (21.43%) Secure Coding
8 6 (21.43%) Unit Testing
8 6 (21.43%) Waterfall
9 5 (17.86%) Mathematics
9 5 (17.86%) Predictive Modelling
9 5 (17.86%) Software Engineering
9 5 (17.86%) SOLID
9 5 (17.86%) Statistics
9 5 (17.86%) Visualisation
Programming Languages
1 12 (42.86%) Python
1 12 (42.86%) R
2 11 (39.29%) Java
3 10 (35.71%) JavaScript
4 9 (32.14%) SQL
5 6 (21.43%) C#
6 5 (17.86%) Scala
7 3 (10.71%) Apple Swift
7 3 (10.71%) Objective-C
7 3 (10.71%) Ruby
8 2 (7.14%) C++
9 1 (3.57%) MATLAB
Qualifications
1 4 (14.29%) PhD
2 2 (7.14%) Degree
Quality Assurance & Compliance
1 1 (3.57%) Data Quality
Vendors
1 6 (21.43%) Tableau
2 4 (14.29%) Google
3 3 (10.71%) Sage
3 3 (10.71%) Xamarin
4 2 (7.14%) Oracle
5 1 (3.57%) Cloudera
5 1 (3.57%) Hortonworks
5 1 (3.57%) Microsoft
Manchester, Lancashire
Applause IT Innovation
Salary: £45000 - £55000 per annum
Posted: 2 days ago