Period
to 17 November 2017

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 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

Predictive Analytics
North West > Manchester
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 259 273 271
Rank change year-on-year +14 -2 -
Permanent jobs citing Predictive Analytics 34 7 6
As % of all permanent IT jobs advertised in Manchester 0.43% 0.094% 0.080%
As % of the Processes & Methodologies category 0.47% 0.10% 0.088%
Number of salaries quoted 31 6 6
Manchester median annual salary £55,000 £50,000 £42,500
Median salary % change year-on-year +10.00% +17.65% -
10th Percentile £28,000 £47,500 £31,250
90th Percentile £75,000 £52,500 £47,500
North West median annual salary £55,000 £50,000 £40,750
% change year-on-year +10.00% +22.70% +1.88%

Predictive Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Manchester with a requirement for process or methodology skills.

All Process and Methodology Skills
Manchester
Permanent vacancies with a requirement for process or methodology skills 7233 6796 6793
As % of all permanent IT jobs advertised in Manchester 91.03% 91.11% 91.03%
Number of salaries quoted 5988 5834 5628
Manchester median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% +2.56%
10th Percentile £26,250 £26,750 £25,000
90th Percentile £66,000 £63,750 £60,000
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +1.27%

Predictive Analytics
Job Vacancy Trend in Manchester

Job postings citing Predictive Analytics as a percentage of all IT jobs advertised in Manchester.

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 6 months to 17 November 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 6 months to 17 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cheadle - 4 £28,000 -
Stockport - 2 £55,000 -
Predictive Analytics
North West

For the 6 months to 17 November 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 34 (100.00%) Analytics
2 17 (50.00%) Agile Software Development
3 15 (44.12%) Big Data
4 14 (41.18%) Machine Learning
4 14 (41.18%) HTML
5 13 (38.24%) JavaScript
6 12 (35.29%) Python
6 12 (35.29%) Amazon AWS
7 10 (29.41%) Microsoft Azure
7 10 (29.41%) MongoDB
7 10 (29.41%) Business Intelligence
7 10 (29.41%) Java
7 10 (29.41%) Web Services
7 10 (29.41%) TDD
8 9 (26.47%) Scrum
8 9 (26.47%) NoSQL
8 9 (26.47%) R
8 9 (26.47%) HTML5
8 9 (26.47%) Continuous Integration
9 8 (23.53%) Git (software)
9 8 (23.53%) Relational Database
10 7 (20.59%) Analytical Skills
10 7 (20.59%) Data Analytics
10 7 (20.59%) Mathematics
10 7 (20.59%) Finance
11 6 (17.65%) Banking
11 6 (17.65%) Data Management
11 6 (17.65%) C#
11 6 (17.65%) SQL
11 6 (17.65%) .NET

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 (17.65%) SAS
2 5 (14.71%) BizTalk Server
2 5 (14.71%) WebLogic
2 5 (14.71%) WebSphere
3 4 (11.76%) SharePoint
4 3 (8.82%) Apache Spark
Applications
1 4 (11.76%) Microsoft Office
2 2 (5.88%) Chatbot
Cloud Services
1 12 (35.29%) Amazon AWS
2 10 (29.41%) Microsoft Azure
3 1 (2.94%) Amazon S3
3 1 (2.94%) SaaS
Communications & Networking
1 4 (11.76%) SSL
2 3 (8.82%) HTTP
2 3 (8.82%) Skype
3 1 (2.94%) TCP/IP
Database & Business Intelligence
1 15 (44.12%) Big Data
2 10 (29.41%) MongoDB
3 9 (26.47%) NoSQL
4 8 (23.53%) Relational Database
5 5 (14.71%) Hadoop
5 5 (14.71%) RDBMS
6 4 (11.76%) Apache Cassandra
6 4 (11.76%) CouchDB
6 4 (11.76%) QlikView
6 4 (11.76%) SQL Server Reporting Services
7 2 (5.88%) Data Warehouse
7 2 (5.88%) Power BI
8 1 (2.94%) Data Mining
8 1 (2.94%) Oracle BI EE
8 1 (2.94%) SQL Server
8 1 (2.94%) SQL Server Integration Services
Development Applications
1 8 (23.53%) Git (software)
2 5 (14.71%) Maven
3 1 (2.94%) Team Foundation Server
3 1 (2.94%) Visual Studio
General
1 7 (20.59%) Finance
2 6 (17.65%) Banking
3 5 (14.71%) Law
4 3 (8.82%) Games
5 1 (2.94%) Back Office
5 1 (2.94%) Electronics
Job Titles
1 10 (29.41%) Developer
2 6 (17.65%) Java Developer
3 5 (14.71%) Analyst
4 4 (11.76%) Data Scientist
4 4 (11.76%) Software Engineer
5 3 (8.82%) Lead Developer
5 3 (8.82%) Senior Developer
5 3 (8.82%) Senior Software Engineer
6 2 (5.88%) Architect
6 2 (5.88%) Big Data Architect
6 2 (5.88%) Big Data Consultant
6 2 (5.88%) C# Software Engineer
6 2 (5.88%) Consultant
6 2 (5.88%) Data Architect
6 2 (5.88%) Data Consultant
6 2 (5.88%) Head of Analytics
6 2 (5.88%) Head of Data Analytics
6 2 (5.88%) Senior C# Software Engineer
6 2 (5.88%) Senior Data Scientist
6 2 (5.88%) Technical Leader
Libraries, Frameworks & Software Standards
1 14 (41.18%) HTML
2 10 (29.41%) Web Services
3 9 (26.47%) HTML5
4 6 (17.65%) .NET
4 6 (17.65%) J2EE
5 5 (14.71%) ASP.NET
5 5 (14.71%) ASP.NET MVC
5 5 (14.71%) ASP.NET Web API
5 5 (14.71%) CSS
5 5 (14.71%) CSS3
5 5 (14.71%) JSON
5 5 (14.71%) Middleware
5 5 (14.71%) Node.js
5 5 (14.71%) React
5 5 (14.71%) RESTful
5 5 (14.71%) XML
5 5 (14.71%) XSL
6 3 (8.82%) AngularJS
6 3 (8.82%) React Native
6 3 (8.82%) REST
Miscellaneous
1 7 (20.59%) Analytical Skills
2 6 (17.65%) Greenfield Project
2 6 (17.65%) Mobile App
3 5 (14.71%) Online Banking
3 5 (14.71%) User Experience
4 2 (5.88%) Algorithms
5 1 (2.94%) Data Structures
5 1 (2.94%) Driving Licence
5 1 (2.94%) Management Information System
Operating Systems
1 3 (8.82%) Android
1 3 (8.82%) Apple iOS
2 1 (2.94%) Windows
Processes & Methodologies
1 34 (100.00%) Analytics
2 17 (50.00%) Agile Software Development
3 14 (41.18%) Machine Learning
4 10 (29.41%) Business Intelligence
4 10 (29.41%) TDD
5 9 (26.47%) Continuous Integration
5 9 (26.47%) Scrum
6 7 (20.59%) Data Analytics
6 7 (20.59%) Mathematics
7 6 (17.65%) Data Management
8 5 (14.71%) Code Coverage
8 5 (14.71%) DevOps
8 5 (14.71%) MVC
8 5 (14.71%) OO
8 5 (14.71%) Performance Testing
8 5 (14.71%) Secure Coding
8 5 (14.71%) SOLID
8 5 (14.71%) Test Automation
8 5 (14.71%) Unit Testing
8 5 (14.71%) Waterfall
Programming Languages
1 13 (38.24%) JavaScript
2 12 (35.29%) Python
3 10 (29.41%) Java
4 9 (26.47%) R
5 6 (17.65%) C#
5 6 (17.65%) SQL
6 4 (11.76%) Scala
7 3 (8.82%) Apple Swift
7 3 (8.82%) MATLAB
7 3 (8.82%) Objective-C
7 3 (8.82%) Ruby
8 2 (5.88%) C++
Qualifications
1 2 (5.88%) Degree
1 2 (5.88%) PhD
2 1 (2.94%) Numerate Degree
Quality Assurance & Compliance
1 4 (11.76%) Data Quality
2 1 (2.94%) GDPR
2 1 (2.94%) QA
Vendors
1 5 (14.71%) Microsoft
2 4 (11.76%) Tableau
3 3 (8.82%) Cloudera
3 3 (8.82%) Hortonworks
3 3 (8.82%) Xamarin
4 2 (5.88%) Oracle
5 1 (2.94%) Apple
5 1 (2.94%) Google