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 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Data Analysis
North West / Manchester
Rank 162 113 89
Rank change year-on-year -49 -24  
Permanent jobs citing Data Analysis 43 68 108
As % of all permanent IT jobs advertised in Manchester 1.11% 2.04% 2.90%
As % of the Processes & Methodologies category 1.21% 2.27% 3.30%
Number of salaries quoted 37 56 101
Median salary £34,500 £36,250 £36,000
Median salary % change year-on-year -4.82% +0.69%  
90% offered a salary of more than £25,100 £27,500 £30,000
10% offered a salary of more than £54,500 £45,000 £45,000
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year - +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 3557 3001 3273
As % of all permanent IT job vacancies advertised in Manchester 91.49% 89.96% 88.03%
Number of salaries quoted 2989 2481 2698
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 £28,000
10% offered a salary of more than £60,500 £57,500 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 March 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 March 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 10 £32,000 -8.57% 3
Altrincham - 4 £21,500 -
Wigan - 2 £29,250 -
Data Analysis
North West

Data Analysis
Top 30 Related IT Skills in Manchester

For the 6 months to 23 March 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 51 (51.00%) SQL
2 35 (35.00%) Analytical Skills
3 34 (34.00%) Business Intelligence
4 32 (32.00%) MS Excel
4 32 (32.00%) Analytics
5 30 (30.00%) Degree
6 25 (25.00%) SQL Server
7 24 (24.00%) Computer Science
8 23 (23.00%) Statistics
9 21 (21.00%) ETL
10 20 (20.00%) Finance
11 18 (18.00%) Agile Software Development
11 18 (18.00%) Data Warehouse
11 18 (18.00%) Python
11 18 (18.00%) Mathematics
11 18 (18.00%) SQL Server 2008
11 18 (18.00%) Visualisation
12 17 (17.00%) R
12 17 (17.00%) Marketing
13 16 (16.00%) VBA
13 16 (16.00%) Microsoft
14 15 (15.00%) .NET
14 15 (15.00%) JavaScript
14 15 (15.00%) QA
15 14 (14.00%) T-SQL
15 14 (14.00%) Data Modelling
16 13 (13.00%) SQL Server 2005
16 13 (13.00%) SQL Server Integration Services
17 12 (12.00%) Machine Learning
17 12 (12.00%) SQL Server Reporting Services

Data Analysis
Top Related 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 (10.00%) SAS
2 7 (7.00%) SharePoint
3 4 (4.00%) Alfresco
3 4 (4.00%) Apache Spark
3 4 (4.00%) Oracle Workflow
Applications
1 32 (32.00%) MS Excel
2 4 (4.00%) SPSS
3 2 (2.00%) MS Office
3 2 (2.00%) MS PowerPoint
4 1 (1.00%) MS Visio
4 1 (1.00%) Spreadsheet
Business Applications
1 9 (9.00%) Cognos Business Intelligence
2 2 (2.00%) Dynamics NAV
3 1 (1.00%) Dynamics AX
3 1 (1.00%) Dynamics CRM
3 1 (1.00%) HFM
3 1 (1.00%) SAP InfiniteInsight
Cloud Services
1 7 (7.00%) IaaS
1 7 (7.00%) PaaS
1 7 (7.00%) SaaS
2 3 (3.00%) Google Analytics
3 2 (2.00%) Cloud Computing
3 2 (2.00%) Google Tag Manager
4 1 (1.00%) Adobe Analytics
4 1 (1.00%) MailChimp
4 1 (1.00%) Microsoft Azure
Communications & Networking
1 2 (2.00%) LAN
1 2 (2.00%) WAN
Database & Business Intelligence
1 25 (25.00%) SQL Server
2 18 (18.00%) Data Warehouse
2 18 (18.00%) SQL Server 2008
3 13 (13.00%) SQL Server 2005
3 13 (13.00%) SQL Server Integration Services
4 12 (12.00%) SQL Server Reporting Services
5 11 (11.00%) SQL Server 2012
6 10 (10.00%) Big Data
7 9 (9.00%) NoSQL
8 6 (6.00%) Data Mining
9 5 (5.00%) Hadoop
9 5 (5.00%) PostgreSQL
9 5 (5.00%) Relational Database
10 4 (4.00%) QlikView
10 4 (4.00%) Spotfire
11 3 (3.00%) Power BI
12 2 (2.00%) MongoDB
12 2 (2.00%) PowerPivot
12 2 (2.00%) SQL Server 2016
12 2 (2.00%) SQL Server Analysis Services
Development Applications
1 4 (4.00%) NUnit
1 4 (4.00%) Selenium
1 4 (4.00%) SoapUI
2 3 (3.00%) SQL Server Management Studio (SSMS)
3 2 (2.00%) Git (software)
3 2 (2.00%) Team Foundation Server
3 2 (2.00%) Visual Studio
4 1 (1.00%) Visual Website Optimizer
General
1 20 (20.00%) Finance
2 17 (17.00%) Marketing
3 7 (7.00%) Legal
3 7 (7.00%) Multimedia
4 2 (2.00%) Retail
5 1 (1.00%) Advertising
5 1 (1.00%) Law
Job Titles
1 41 (41.00%) Analyst
2 26 (26.00%) Developer
3 13 (13.00%) DBA
3 13 (13.00%) SQL DBA
4 12 (12.00%) Data Scientist
5 11 (11.00%) Data Analyst
5 11 (11.00%) SQL Developer
6 10 (10.00%) JavaScript Developer
7 8 (8.00%) SQL Analyst
8 6 (6.00%) Analyst Developer
9 5 (5.00%) Business Analyst
9 5 (5.00%) SQL Data Analyst
9 5 (5.00%) Systems Analyst
10 4 (4.00%) Analytics Manager
10 4 (4.00%) Business Intelligence Analyst
10 4 (4.00%) Data Analytics Manager
10 4 (4.00%) Data Manager
11 3 (3.00%) Report Writer
11 3 (3.00%) SQL Server Analyst
11 3 (3.00%) Statistical Data Analyst
Libraries, Frameworks & Software Standards
1 15 (15.00%) .NET
2 11 (11.00%) HTML
3 10 (10.00%) CSS
3 10 (10.00%) jQuery
3 10 (10.00%) XML
4 9 (9.00%) D3.js
5 8 (8.00%) Highcharts JS
6 5 (5.00%) ASP.NET
7 3 (3.00%) XSD
7 3 (3.00%) XSLT
8 2 (2.00%) AngularJS
8 2 (2.00%) EDI
8 2 (2.00%) Web Services
9 1 (1.00%) JSON
9 1 (1.00%) Natural Language Processing
9 1 (1.00%) REST
9 1 (1.00%) SOAP
Miscellaneous
1 35 (35.00%) Analytical Skills
2 24 (24.00%) Computer Science
3 10 (10.00%) iPad
4 8 (8.00%) Algorithms
5 7 (7.00%) Data Protection Act
6 5 (5.00%) Management Information System
7 4 (4.00%) Clustering
8 3 (3.00%) Pricing Data
8 3 (3.00%) User Experience
Operating Systems
1 2 (2.00%) Linux
1 2 (2.00%) Unix
2 1 (1.00%) VMS
Processes & Methodologies
1 34 (34.00%) Business Intelligence
2 32 (32.00%) Analytics
3 23 (23.00%) Statistics
4 21 (21.00%) ETL
5 18 (18.00%) Agile Software Development
5 18 (18.00%) Mathematics
5 18 (18.00%) Visualisation
6 14 (14.00%) Data Modelling
7 12 (12.00%) ITIL
7 12 (12.00%) Machine Learning
8 11 (11.00%) Data Management
9 10 (10.00%) Data Analytics
10 9 (9.00%) Decision Tree
11 8 (8.00%) Data Protection
11 8 (8.00%) Data Visualisation
11 8 (8.00%) Front End Development
11 8 (8.00%) Performance Tuning
12 7 (7.00%) ITIL V3
12 7 (7.00%) QMS
12 7 (7.00%) Web Development
Programming Languages
1 51 (51.00%) SQL
2 18 (18.00%) Python
3 17 (17.00%) R
4 16 (16.00%) VBA
5 15 (15.00%) JavaScript
6 14 (14.00%) T-SQL
7 8 (8.00%) C#
8 6 (6.00%) Java
8 6 (6.00%) Scala
9 4 (4.00%) MATLAB
9 4 (4.00%) PL/SQL
10 3 (3.00%) C
10 3 (3.00%) C++
10 3 (3.00%) Perl
11 2 (2.00%) VB
Qualifications
1 30 (30.00%) Degree
2 9 (9.00%) PhD
3 7 (7.00%) MCSA
3 7 (7.00%) Microsoft Certification
4 3 (3.00%) ITIL Certification
5 1 (1.00%) ACCA
5 1 (1.00%) CIMA
5 1 (1.00%) ISEB
Quality Assurance & Compliance
1 15 (15.00%) QA
2 12 (12.00%) SLA
3 8 (8.00%) PCI DSS
4 3 (3.00%) Data Quality
5 1 (1.00%) IFRS
System Software
1 1 (1.00%) Docker
Vendors
1 16 (16.00%) Microsoft
2 9 (9.00%) Cognos
2 9 (9.00%) IBM
2 9 (9.00%) Oracle
3 6 (6.00%) Orchard
4 5 (5.00%) Tableau
5 4 (4.00%) Google
6 3 (3.00%) SAP
7 2 (2.00%) IFS
8 1 (1.00%) Adobe
8 1 (1.00%) Hyperion
8 1 (1.00%) JD Edwards
8 1 (1.00%) Omniture
8 1 (1.00%) Optimizely
Manchester
Churchill Frank
Salary: £30000 - £35000 per annum + Lifestyle
Posted: 17 hours ago
Stockport, Cheshire
Adria Solutions Ltd
Salary: £30000 - £35000 per annum + Benefits
Posted: 15 hours ago
Stockport, Cheshire
Adria Solutions Ltd
Salary: £50000 - £65000 per annum + Benefits
Posted: 8 hours ago
Sale, Cheshire
Blue Octopus Recruitment LLP
Salary: Salary £33,106 - £37,479
Posted: 2 days ago
Manchester, Lancashire
Burns Sheehan
Salary: £70000 - £85000 per annum
Posted: 2 days ago
Manchester
Churchill Frank
Salary: £28000 - £35000 per annum
Posted: 6 days ago
Stockport
Applause IT Ltd
Salary: £30000 - £37000 per annum + FlexiTime, Pension, Health
Posted: 20 days ago
Manchester
Hays Specialist Recruitment Ltd
Salary: £23000.00 per annum
Posted: 24 days ago
Manchester, Lancashire
Swinton
Salary: From £32,000 to £36,000 per annum
Posted: 16 days ago
Manchester, Lancashire
The Little Black Book Agency
Posted: 8 days ago
Manchester
Adria Solutions Ltd
Salary: £50000 per annum + Bonus etc.
Posted: 15 days ago