The following table provides summary statistics for permanent job vacancies advertised in Manchester 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 26 June 2017 with a comparison to the same period in the previous 2 years.

Predictive Analytics
North West / Manchester
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 195 - 183
Rank change year-on-year - 0  
Permanent jobs citing Predictive Analytics 20 0 3
As % of all permanent IT jobs advertised in Manchester 0.47% - 0.089%
As % of the Processes & Methodologies category 0.52% - 0.099%
Number of salaries quoted 15 0 3
Median salary £65,000 - £47,500
UK excluding London median salary £50,000 £57,500 £42,500
% change year-on-year -13.04% +35.29%  

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 Manchester with a requirement for process and methodology skills.

Process & Methodology Skills
Manchester
Permanent job vacancies with a requirement for process and methodology skills 3838 3117 3031
As % of all permanent IT job vacancies advertised in Manchester 91.08% 90.27% 90.32%
Number of salaries quoted 3287 2671 2523
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50%  
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £65,000 £61,500 £62,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Predictive Analytics
Job Vacancy Trend in Manchester

The job posting trend of jobs advertised in Manchester citing Predictive Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Predictive Analytics in Manchester

Predictive Analytics
Salary Trend in Manchester

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

Salary trend for Predictive Analytics in Manchester

Predictive Analytics
Salary Histogram in Manchester

The salary distribution of IT jobs citing Predictive Analytics in Manchester over the 3 months to 26 June 2017.

Salary histogram for Predictive Analytics in Manchester

Predictive Analytics
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Analytics within the Manchester region over the 3 months to 26 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
Stockport - 1 - -
Predictive Analytics
North West

For the 6 months to 26 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 Manchester region with a requirement for Predictive Analytics.

1 27 (100.00%) Analytics
2 16 (59.26%) Agile Software Development
3 13 (48.15%) Machine Learning
4 11 (40.74%) Relational Database
4 11 (40.74%) Java
4 11 (40.74%) Python
4 11 (40.74%) Business Intelligence
4 11 (40.74%) R
5 10 (37.04%) HTML5
5 10 (37.04%) Continuous Integration
5 10 (37.04%) JavaScript
5 10 (37.04%) HTML
5 10 (37.04%) Scrum
5 10 (37.04%) Big Data
6 9 (33.33%) NoSQL
6 9 (33.33%) Git (software)
7 8 (29.63%) Statistical Analysis
7 8 (29.63%) SQL
8 7 (25.93%) CSS
8 7 (25.93%) MVC
8 7 (25.93%) JSON
9 6 (22.22%) Online Banking
9 6 (22.22%) Marketing
9 6 (22.22%) WebSphere
9 6 (22.22%) Maven
9 6 (22.22%) RESTful
9 6 (22.22%) Unit Testing
9 6 (22.22%) ASP.NET MVC
9 6 (22.22%) Waterfall
9 6 (22.22%) CSS3

Predictive Analytics
Co-occurring IT Skills in Manchester 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 (22.22%) WebLogic
1 6 (22.22%) WebSphere
2 2 (7.41%) Apache Spark
3 1 (3.70%) Apache
3 1 (3.70%) Tomcat
Applications
1 4 (14.81%) SPSS
2 2 (7.41%) Microsoft Excel
Business Applications
1 2 (7.41%) Sage 200
Cloud Services
1 4 (14.81%) Amazon AWS
2 3 (11.11%) Google Cloud Platform
2 3 (11.11%) Microsoft Azure
3 2 (7.41%) Google Analytics
4 1 (3.70%) SaaS
Communications & Networking
1 3 (11.11%) HTTP
Database & Business Intelligence
1 11 (40.74%) Relational Database
2 10 (37.04%) Big Data
3 9 (33.33%) NoSQL
4 6 (22.22%) RDBMS
5 4 (14.81%) Apache Cassandra
5 4 (14.81%) CouchDB
5 4 (14.81%) MongoDB
5 4 (14.81%) QlikView
6 3 (11.11%) BigQuery
7 2 (7.41%) Apache Hive
7 2 (7.41%) Hadoop
7 2 (7.41%) Power BI
7 2 (7.41%) Qlik Sense
7 2 (7.41%) SQL Server
7 2 (7.41%) SQL Server Analysis Services
7 2 (7.41%) SQL Server Integration Services
7 2 (7.41%) SQL Server Reporting Services
8 1 (3.70%) Data Mining
8 1 (3.70%) Data Warehouse
8 1 (3.70%) PostgreSQL
Development Applications
1 9 (33.33%) Git (software)
2 6 (22.22%) Maven
General
1 6 (22.22%) Banking
1 6 (22.22%) Law
1 6 (22.22%) Marketing
2 4 (14.81%) Games
3 2 (7.41%) Finance
3 2 (7.41%) Retail
4 1 (3.70%) Automotive
4 1 (3.70%) Back Office
Job Titles
1 10 (37.04%) Developer
2 7 (25.93%) Java Developer
3 5 (18.52%) Data Scientist
3 5 (18.52%) Software Engineer
4 4 (14.81%) Analyst
4 4 (14.81%) Data Analyst
4 4 (14.81%) Data Insight Analyst
4 4 (14.81%) Insight Analyst
4 4 (14.81%) Insight Data Analyst
4 4 (14.81%) Senior Software Engineer
5 3 (11.11%) SQL Developer
6 2 (7.41%) Business Intelligence Developer
6 2 (7.41%) C# Software Engineer
6 2 (7.41%) Machine Learning Scientist
6 2 (7.41%) Senior C# Software Engineer
6 2 (7.41%) SQL BI Developer
7 1 (3.70%) Big Data Consultant
7 1 (3.70%) Java Web Applications Developer
7 1 (3.70%) Linux Developer
7 1 (3.70%) Software Development Manager
Libraries, Frameworks & Software Standards
1 10 (37.04%) HTML
1 10 (37.04%) HTML5
2 7 (25.93%) CSS
2 7 (25.93%) JSON
3 6 (22.22%) .NET
3 6 (22.22%) ASP.NET
3 6 (22.22%) ASP.NET MVC
3 6 (22.22%) ASP.NET Web API
3 6 (22.22%) CSS3
3 6 (22.22%) J2EE
3 6 (22.22%) RESTful
3 6 (22.22%) XML
3 6 (22.22%) XSL
4 3 (11.11%) .NET Core
4 3 (11.11%) AngularJS
4 3 (11.11%) Entity Framework
4 3 (11.11%) React
4 3 (11.11%) React Native
4 3 (11.11%) REST
4 3 (11.11%) Web Services
Miscellaneous
1 6 (22.22%) Analytical Skills
1 6 (22.22%) Mobile App
1 6 (22.22%) Online Banking
1 6 (22.22%) User Experience
2 2 (7.41%) Algorithms
2 2 (7.41%) FMCG
3 1 (3.70%) Management Information System
3 1 (3.70%) Mobile Games
Operating Systems
1 3 (11.11%) Android
1 3 (11.11%) Apple iOS
2 1 (3.70%) Linux
Processes & Methodologies
1 27 (100.00%) Analytics
2 16 (59.26%) Agile Software Development
3 13 (48.15%) Machine Learning
4 11 (40.74%) Business Intelligence
5 10 (37.04%) Continuous Integration
5 10 (37.04%) Scrum
6 8 (29.63%) Statistical Analysis
7 7 (25.93%) MVC
8 6 (22.22%) Code Coverage
8 6 (22.22%) OO
8 6 (22.22%) Prototyping
8 6 (22.22%) Secure Coding
8 6 (22.22%) Unit Testing
8 6 (22.22%) Waterfall
9 5 (18.52%) Mathematics
9 5 (18.52%) Predictive Modelling
9 5 (18.52%) Software Engineering
9 5 (18.52%) SOLID
9 5 (18.52%) Statistics
9 5 (18.52%) Visualisation
Programming Languages
1 11 (40.74%) Java
1 11 (40.74%) Python
1 11 (40.74%) R
2 10 (37.04%) JavaScript
3 8 (29.63%) SQL
4 6 (22.22%) C#
5 5 (18.52%) Scala
6 3 (11.11%) Apple Swift
6 3 (11.11%) Objective-C
6 3 (11.11%) Ruby
7 2 (7.41%) C++
8 1 (3.70%) MATLAB
Qualifications
1 4 (14.81%) PhD
2 2 (7.41%) Degree
Quality Assurance & Compliance
1 1 (3.70%) Data Quality
Vendors
1 5 (18.52%) Tableau
2 3 (11.11%) Google
2 3 (11.11%) Xamarin
3 2 (7.41%) Oracle
3 2 (7.41%) Sage
4 1 (3.70%) Cloudera
4 1 (3.70%) Hortonworks
Manchester, Lancashire
Applause IT Innovation
Salary: £45000 - £55000 per annum
Posted: 3 hours ago