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 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
North West / Manchester
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 129 130 96
Rank change year-on-year +1 -34  
Permanent jobs citing Data Analysis 79 60 95
As % of all permanent IT jobs advertised in Manchester 1.89% 1.71% 2.83%
As % of the Processes & Methodologies category 2.07% 1.89% 3.14%
Number of salaries quoted 75 56 80
Median salary £32,500 £37,500 £37,500
Median salary % change year-on-year -13.33% -  
90% offered a salary of more than £21,900 £26,500 £29,850
10% offered a salary of more than £57,500 £46,250 £45,000
UK excluding London median salary £39,000 £40,000 £37,500
% change year-on-year -2.50% +6.66%  

Data Analysis 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 3815 3167 3026
As % of all permanent IT job vacancies advertised in Manchester 91.09% 90.25% 90.25%
Number of salaries quoted 3263 2709 2524
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%  

Data Analysis
Job Vacancy Trend in Manchester

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

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 3 months to 23 June 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 3 months to 23 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 -6 16 £32,500 +8.33% 2
Wigan - 8 £30,000 -
Altrincham - 7 £30,000 -
Data Analysis
North West

For the 6 months to 23 June 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 67 (54.92%) SQL
2 41 (33.61%) Analytical Skills
3 38 (31.15%) SQL Server
4 36 (29.51%) Microsoft
5 35 (28.69%) Analytics
6 34 (27.87%) Microsoft Excel
7 30 (24.59%) Agile Software Development
8 28 (22.95%) Business Intelligence
9 25 (20.49%) Data Modelling
10 24 (19.67%) Data Warehouse
11 21 (17.21%) ETL
11 21 (17.21%) Python
11 21 (17.21%) .NET
11 21 (17.21%) Machine Learning
12 19 (15.57%) Oracle
12 19 (15.57%) XML
12 19 (15.57%) R
12 19 (15.57%) SQL Server 2012
13 18 (14.75%) User Experience
13 18 (14.75%) Finance
14 17 (13.93%) Marketing
14 17 (13.93%) Test Scripting
14 17 (13.93%) SQL Server 2008
15 16 (13.11%) Test Automation
15 16 (13.11%) Statistics
15 16 (13.11%) Retail
15 16 (13.11%) JavaScript
16 15 (12.30%) VBA
16 15 (12.30%) Statistical Analysis
17 14 (11.48%) Degree

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 10 (8.20%) SAS
2 4 (3.28%) Alfresco
2 4 (3.28%) CMS
2 4 (3.28%) EPiServer
2 4 (3.28%) Oracle Workflow
3 3 (2.46%) Confluence
4 2 (1.64%) Apache Spark
5 1 (0.82%) SharePoint
5 1 (0.82%) Tomcat
Applications
1 34 (27.87%) Microsoft Excel
2 6 (4.92%) SPSS
3 5 (4.10%) Microsoft PowerPoint
4 2 (1.64%) Microsoft Office
5 1 (0.82%) MS Visio
Business Applications
1 7 (5.74%) Dynamics NAV
2 5 (4.10%) Cognos Business Intelligence
3 2 (1.64%) Dynamics CRM
3 2 (1.64%) Oracle ERP
4 1 (0.82%) Dynamics AX
4 1 (0.82%) HFM
4 1 (0.82%) SAP InfiniteInsight
Cloud Services
1 5 (4.10%) Google Analytics
1 5 (4.10%) Microsoft Azure
1 5 (4.10%) SaaS
2 4 (3.28%) Amazon AWS
3 2 (1.64%) Cloud Computing
4 1 (0.82%) Google Cloud Platform
4 1 (0.82%) Google Tag Manager
4 1 (0.82%) IaaS
4 1 (0.82%) PaaS
Communications & Networking
1 7 (5.74%) LAN
1 7 (5.74%) WAN
2 1 (0.82%) SMS
Database & Business Intelligence
1 38 (31.15%) SQL Server
2 24 (19.67%) Data Warehouse
3 19 (15.57%) SQL Server 2012
4 17 (13.93%) SQL Server 2008
5 13 (10.66%) Big Data
5 13 (10.66%) SQL Server Reporting Services
6 12 (9.84%) NoSQL
7 11 (9.02%) SQL Server Integration Services
8 10 (8.20%) SQL Server 2005
9 9 (7.38%) Crystal Reports
9 9 (7.38%) Data Mining
9 9 (7.38%) PowerPivot
9 9 (7.38%) QlikView
9 9 (7.38%) Relational Database
10 8 (6.56%) PostgreSQL
11 6 (4.92%) Power BI
12 4 (3.28%) SQL Server Analysis Services
13 3 (2.46%) Datazen
13 3 (2.46%) SQL Server 2016
14 2 (1.64%) MongoDB
Development Applications
1 8 (6.56%) NUnit
2 7 (5.74%) Git (software)
2 7 (5.74%) JIRA
3 5 (4.10%) Visual Studio
4 4 (3.28%) ReSharper
4 4 (3.28%) Selenium
4 4 (3.28%) SoapUI
4 4 (3.28%) SonarQube
4 4 (3.28%) SQL Server Management Studio (SSMS)
4 4 (3.28%) Subversion
5 3 (2.46%) Team Foundation Server
6 2 (1.64%) CruiseControl
General
1 18 (14.75%) Finance
2 17 (13.93%) Marketing
3 16 (13.11%) Retail
4 8 (6.56%) Banking
4 8 (6.56%) Law
5 4 (3.28%) Advertising
6 2 (1.64%) Manufacturing
7 1 (0.82%) Automotive
7 1 (0.82%) Legal
7 1 (0.82%) Multimedia
Job Titles
1 60 (49.18%) Analyst
2 36 (29.51%) Developer
3 20 (16.39%) Data Analyst
4 17 (13.93%) SQL Developer
5 14 (11.48%) Data Scientist
5 14 (11.48%) Software Analyst
6 11 (9.02%) Business Analyst
7 10 (8.20%) DBA
7 10 (8.20%) SQL Analyst
7 10 (8.20%) SQL DBA
7 10 (8.20%) Systems Analyst
8 9 (7.38%) ERP Analyst
9 8 (6.56%) Graduate
9 8 (6.56%) Graduate Analyst
9 8 (6.56%) Graduate Analyst Developer
9 8 (6.56%) Graduate Software Analyst
9 8 (6.56%) Graduate Software Test Analyst
9 8 (6.56%) Graduate Test Analyst
9 8 (6.56%) Software Developer
9 8 (6.56%) Test Analyst
Libraries, Frameworks & Software Standards
1 21 (17.21%) .NET
2 19 (15.57%) XML
3 10 (8.20%) EDI
4 9 (7.38%) HTML
5 8 (6.56%) .NET Framework
5 8 (6.56%) ASP.NET
5 8 (6.56%) CSS
5 8 (6.56%) XSLT
6 7 (5.74%) AngularJS
6 7 (5.74%) ASP.NET Web Forms
6 7 (5.74%) WCF
7 6 (4.92%) jQuery
8 5 (4.10%) CSS3
8 5 (4.10%) HTML5
8 5 (4.10%) Twitter Bootstrap
8 5 (4.10%) XML Schema
9 4 (3.28%) Node.js
10 3 (2.46%) Natural Language Processing
10 3 (2.46%) REST
10 3 (2.46%) XSD
Miscellaneous
1 41 (33.61%) Analytical Skills
2 18 (14.75%) User Experience
3 10 (8.20%) Algorithms
3 10 (8.20%) Computer Science
4 9 (7.38%) Data Structures
5 8 (6.56%) iPad
5 8 (6.56%) Mobile App
6 7 (5.74%) Management Information System
7 5 (4.10%) Data Protection Act
8 4 (3.28%) Clustering
8 4 (3.28%) Pricing Data
9 3 (2.46%) CCTV
10 2 (1.64%) Social Media
11 1 (0.82%) Greenfield Project
Operating Systems
1 3 (2.46%) Windows
2 1 (0.82%) Linux
Processes & Methodologies
1 35 (28.69%) Analytics
2 30 (24.59%) Agile Software Development
3 28 (22.95%) Business Intelligence
4 25 (20.49%) Data Modelling
5 21 (17.21%) ETL
5 21 (17.21%) Machine Learning
6 17 (13.93%) Test Scripting
7 16 (13.11%) Statistics
7 16 (13.11%) Test Automation
8 15 (12.30%) Statistical Analysis
9 14 (11.48%) Data Management
10 13 (10.66%) E-Commerce
10 13 (10.66%) ERP
10 13 (10.66%) Mathematics
11 12 (9.84%) Visualisation
12 11 (9.02%) Continuous Integration
13 10 (8.20%) Data Analytics
13 10 (8.20%) MVC
14 9 (7.38%) ITIL
14 9 (7.38%) Project Management
Programming Languages
1 67 (54.92%) SQL
2 21 (17.21%) Python
3 19 (15.57%) R
4 16 (13.11%) JavaScript
5 15 (12.30%) VBA
6 13 (10.66%) T-SQL
7 12 (9.84%) C#
8 7 (5.74%) Java
9 5 (4.10%) MATLAB
9 5 (4.10%) XPath
10 4 (3.28%) C++
10 4 (3.28%) VB
11 2 (1.64%) PL/SQL
11 2 (1.64%) Scala
11 2 (1.64%) VBScript
Qualifications
1 14 (11.48%) Degree
2 8 (6.56%) ISTQB
2 8 (6.56%) PhD
3 7 (5.74%) Computer Science Degree
4 4 (3.28%) HND
5 3 (2.46%) ITIL Certification
6 2 (1.64%) Numerate Degree
7 1 (0.82%) ACCA
7 1 (0.82%) CIMA
7 1 (0.82%) ISEB
7 1 (0.82%) MCSA
7 1 (0.82%) Microsoft Certification
Quality Assurance & Compliance
1 14 (11.48%) SLA
2 8 (6.56%) QA
3 3 (2.46%) PCI DSS
4 2 (1.64%) Data Quality
4 2 (1.64%) GDPR
4 2 (1.64%) ISO/IEC 27001
5 1 (0.82%) IFRS
System Software
1 4 (3.28%) Active Directory
2 1 (0.82%) Docker
Vendors
1 36 (29.51%) Microsoft
2 19 (15.57%) Oracle
3 8 (6.56%) Cognos
4 7 (5.74%) SAP
5 6 (4.92%) Tableau
6 5 (4.10%) IBM
7 4 (3.28%) Google
7 4 (3.28%) Rackspace
8 3 (2.46%) Askia
8 3 (2.46%) Nebu
9 2 (1.64%) Cognizant
10 1 (0.82%) Confirmit
10 1 (0.82%) Hyperion
10 1 (0.82%) JD Edwards
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £23000.00 - £25000.00 per annum + Additional Benefits
Posted: Yesterday
Stockport, Cheshire
HAYS INFORMATION TECHNOLOGY
Salary: £28000.00 - £30000.00 per annum + Additional Benefits
Posted: Yesterday
Stockport, Cheshire
HAYS INFORMATION TECHNOLOGY
Salary: £29000.00 - £30000.00 per annum
Posted: 2 days ago
Manchester, Lancashire
Mortimer Spinks
Salary: £35000 - £50000 per annum + Bonus and benefits
Posted: 3 days ago
Manchester
Freshfields Bruckhaus Deringer
Salary: Highly Competitive Plus Benefits
Posted: 10 days ago