Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
North West > Manchester
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 181 174 148
Rank change year-on-year -7 -26 -46
Permanent jobs citing Data Analysis 120 109 139
As % of all permanent IT jobs advertised in Manchester 1.51% 1.46% 1.86%
As % of the Processes & Methodologies category 1.66% 1.60% 2.05%
Number of salaries quoted 110 81 123
Manchester median annual salary £38,000 £40,000 £37,500
Median salary % change year-on-year -5.00% +6.67% +15.38%
10th Percentile £24,675 £27,500 £23,550
90th Percentile £57,500 £62,500 £53,750
North West median annual salary £36,000 £36,000 £37,500
% change year-on-year - -4.00% +15.38%

Data Analysis 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%

Data Analysis
Job Vacancy Trend in Manchester

Job postings citing Data Analysis as a percentage of all IT jobs advertised in Manchester.

Job vacancy trend for Data Analysis in Manchester

Data Analysis
Salary Trend in Manchester

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

Salary trend for Data Analysis in Manchester

Data Analysis
Salary Histogram in Manchester

The salary distribution of IT jobs citing Data Analysis in Manchester over the 6 months to 17 November 2017.

Salary histogram for Data Analysis in Manchester

Data Analysis
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis 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
Stockport +4 10 £32,500 +8.33%
Wigan - 5 £28,500 -
Bury - 5 £50,000 -
Rochdale - 5 £38,000 - 1
Altrincham - 3 £19,500 -
Data Analysis
North West

For the 6 months to 17 November 2017, IT jobs citing Data Analysis 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 Data Analysis.

1 54 (45.00%) SQL
2 35 (29.17%) Analytical Skills
3 29 (24.17%) Analytics
3 29 (24.17%) SQL Server
3 29 (24.17%) Agile Software Development
4 28 (23.33%) Business Intelligence
5 27 (22.50%) Finance
6 25 (20.83%) Microsoft
7 24 (20.00%) Degree
8 20 (16.67%) Data Warehouse
8 20 (16.67%) Data Modelling
8 20 (16.67%) Use Case
9 19 (15.83%) SQL Server Reporting Services
10 18 (15.00%) Business Analysis
10 18 (15.00%) Project Management
11 17 (14.17%) SQL Server Integration Services
11 17 (14.17%) Test Scripting
11 17 (14.17%) QA
12 16 (13.33%) Retail
12 16 (13.33%) Python
12 16 (13.33%) Microsoft Excel
12 16 (13.33%) SQL Server 2012
12 16 (13.33%) Data Structures
13 15 (12.50%) User Experience
13 15 (12.50%) .NET
14 14 (11.67%) ETL
14 14 (11.67%) Systems Analysis
14 14 (11.67%) SQL Server 2016
15 12 (10.00%) Power BI
15 12 (10.00%) Big Data

Data Analysis
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 8 (6.67%) SAS
2 5 (4.17%) Confluence
3 3 (2.50%) SharePoint
4 2 (1.67%) CMS
4 2 (1.67%) EPiServer
5 1 (0.83%) Apache Spark
Applications
1 16 (13.33%) Microsoft Excel
2 8 (6.67%) MS Visio
3 4 (3.33%) Microsoft Office
3 4 (3.33%) Microsoft PowerPoint
3 4 (3.33%) SPSS
4 1 (0.83%) Mingle
4 1 (0.83%) Spreadsheet
Business Applications
1 2 (1.67%) Oracle ERP
2 1 (0.83%) Dynamics CRM
2 1 (0.83%) Dynamics NAV
Cloud Services
1 10 (8.33%) Microsoft Azure
2 6 (5.00%) Amazon AWS
3 4 (3.33%) SaaS
4 3 (2.50%) Google Analytics
4 3 (2.50%) Office 365
4 3 (2.50%) OneDrive
5 2 (1.67%) IBM Blueworks
6 1 (0.83%) Adobe Analytics
6 1 (0.83%) Trello
Communications & Networking
1 5 (4.17%) Internet
2 1 (0.83%) LAN
2 1 (0.83%) SMS
2 1 (0.83%) WAN
Database & Business Intelligence
1 29 (24.17%) SQL Server
2 20 (16.67%) Data Warehouse
3 19 (15.83%) SQL Server Reporting Services
4 17 (14.17%) SQL Server Integration Services
5 16 (13.33%) SQL Server 2012
6 14 (11.67%) SQL Server 2016
7 12 (10.00%) Big Data
7 12 (10.00%) Power BI
8 11 (9.17%) SQL Server Analysis Services
9 8 (6.67%) PowerPivot
10 6 (5.00%) Pentaho
10 6 (5.00%) QlikView
10 6 (5.00%) SQL Server 2008
11 5 (4.17%) Data Mining
11 5 (4.17%) Microsoft Analysis Services
11 5 (4.17%) SAP Data Services
12 4 (3.33%) NoSQL
12 4 (3.33%) Relational Database
13 3 (2.50%) PostgreSQL
13 3 (2.50%) SQL Server 2014
Development Applications
1 7 (5.83%) JIRA
2 6 (5.00%) Visual Studio
3 5 (4.17%) Git (software)
4 4 (3.33%) Team Foundation Server
5 2 (1.67%) NUnit
5 2 (1.67%) ReSharper
5 2 (1.67%) SonarQube
5 2 (1.67%) Subversion
6 1 (0.83%) C++Builder
6 1 (0.83%) CruiseControl
General
1 27 (22.50%) Finance
2 16 (13.33%) Retail
3 11 (9.17%) Marketing
4 6 (5.00%) Banking
5 5 (4.17%) Law
6 3 (2.50%) Front Office
7 2 (1.67%) Electronics
7 2 (1.67%) Retail Banking
8 1 (0.83%) Advertising
Job Titles
1 67 (55.83%) Analyst
2 35 (29.17%) Developer
3 23 (19.17%) Data Analyst
4 20 (16.67%) Software Analyst
5 18 (15.00%) Business Analyst
6 17 (14.17%) SQL Developer
7 9 (7.50%) Analyst Developer
7 9 (7.50%) Business Intelligence Developer
7 9 (7.50%) Developer Analyst
7 9 (7.50%) Graduate
7 9 (7.50%) Graduate Analyst
7 9 (7.50%) Graduate Analyst Developer
7 9 (7.50%) Graduate Developer
7 9 (7.50%) Graduate Software Analyst
7 9 (7.50%) Graduate Software Developer
7 9 (7.50%) Graduate Test Analyst
7 9 (7.50%) Software Developer
7 9 (7.50%) Software Test Analyst
7 9 (7.50%) Systems Analyst
7 9 (7.50%) Test Analyst
Libraries, Frameworks & Software Standards
1 15 (12.50%) .NET
2 8 (6.67%) .NET Framework
3 7 (5.83%) ASP.NET
3 7 (5.83%) ASP.NET Web Forms
3 7 (5.83%) WCF
4 5 (4.17%) XML
5 4 (3.33%) AngularJS
5 4 (3.33%) CSS
5 4 (3.33%) CSS3
5 4 (3.33%) EDI
5 4 (3.33%) HTML
5 4 (3.33%) HTML5
5 4 (3.33%) jQuery
5 4 (3.33%) Twitter Bootstrap
5 4 (3.33%) XML Schema
5 4 (3.33%) XSLT
6 3 (2.50%) ADO.NET
6 3 (2.50%) REST
7 2 (1.67%) COM+
7 2 (1.67%) SOAP
Miscellaneous
1 35 (29.17%) Analytical Skills
2 16 (13.33%) Data Structures
3 15 (12.50%) User Experience
4 11 (9.17%) iPad
5 10 (8.33%) Computer Science
5 10 (8.33%) Management Information System
5 10 (8.33%) Mobile App
6 4 (3.33%) Algorithms
7 3 (2.50%) CCTV
8 2 (1.67%) Greenfield Project
8 2 (1.67%) Social Media
9 1 (0.83%) Clustering
9 1 (0.83%) Credit Risk
9 1 (0.83%) Data Protection Act
9 1 (0.83%) Driving Licence
9 1 (0.83%) Hybrid Cloud
9 1 (0.83%) Linux Command Line
9 1 (0.83%) Replication
Operating Systems
1 7 (5.83%) Windows
2 1 (0.83%) Linux
2 1 (0.83%) VMS
Processes & Methodologies
1 29 (24.17%) Agile Software Development
1 29 (24.17%) Analytics
2 28 (23.33%) Business Intelligence
3 20 (16.67%) Data Modelling
3 20 (16.67%) Use Case
4 18 (15.00%) Business Analysis
4 18 (15.00%) Project Management
5 17 (14.17%) Test Scripting
6 14 (11.67%) ETL
6 14 (11.67%) Systems Analysis
7 12 (10.00%) E-Commerce
8 11 (9.17%) Visualisation
8 11 (9.17%) Web Development
9 10 (8.33%) Customer Analytics
9 10 (8.33%) Data Management
9 10 (8.33%) Time Management
10 9 (7.50%) Continuous Integration
10 9 (7.50%) High Availability
10 9 (7.50%) Machine Learning
10 9 (7.50%) Performance Analysis
Programming Languages
1 54 (45.00%) SQL
2 16 (13.33%) Python
3 12 (10.00%) C#
4 11 (9.17%) R
4 11 (9.17%) T-SQL
5 7 (5.83%) C++
5 7 (5.83%) Java
6 5 (4.17%) JavaScript
7 4 (3.33%) VB.NET
7 4 (3.33%) XPath
8 3 (2.50%) PowerShell
8 3 (2.50%) VBA
9 2 (1.67%) Scala
9 2 (1.67%) VB
9 2 (1.67%) VBScript
10 1 (0.83%) MATLAB
10 1 (0.83%) Ruby
Qualifications
1 24 (20.00%) Degree
2 9 (7.50%) ISTQB
3 8 (6.67%) Computer Science Degree
4 5 (4.17%) Numerate Degree
5 4 (3.33%) ITIL Certification
6 3 (2.50%) CISA
6 3 (2.50%) CISM
6 3 (2.50%) CISSP
7 2 (1.67%) CompTIA Security+
7 2 (1.67%) HND
7 2 (1.67%) PhD
7 2 (1.67%) PRINCE2 Certification
7 2 (1.67%) Security+ Certification
8 1 (0.83%) Master's Degree
Quality Assurance & Compliance
1 17 (14.17%) QA
2 5 (4.17%) Data Quality
3 4 (3.33%) ISO/IEC 27001
4 2 (1.67%) GDPR
4 2 (1.67%) PMO
4 2 (1.67%) SLA
5 1 (0.83%) Actionable Recommendations
5 1 (0.83%) PCI DSS
System Software
1 4 (3.33%) Active Directory
Systems Management
1 3 (2.50%) Microsoft Intune
Vendors
1 25 (20.83%) Microsoft
2 11 (9.17%) SAP
3 8 (6.67%) Cognos
3 8 (6.67%) Tableau
4 7 (5.83%) Oracle
5 4 (3.33%) Rackspace
6 3 (2.50%) Forcepoint
7 2 (1.67%) MicroStrategy
8 1 (0.83%) Adobe
8 1 (0.83%) Cognizant
8 1 (0.83%) Google