The following table provides summary statistics for permanent job vacancies advertised in Stockport 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 30 April 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
Manchester / Stockport
3 months to
30 Apr 2017
Same period 2016 Same period 2015
Rank 21 17 39
Rank change year-on-year -4 +22  
Permanent jobs citing Data Analysis 20 11 4
As % of all permanent IT jobs advertised in Stockport 10.20% 8.40% 1.97%
As % of the Processes & Methodologies category 10.58% 9.02% 2.13%
Number of salaries quoted 19 9 4
Median salary £32,500 £35,000 £27,500
Median salary % change year-on-year -7.14% +27.27%  
90% offered a salary of more than £30,000 £29,000 £22,900
10% offered a salary of more than £57,500 £35,000 £34,900
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 Stockport with a requirement for process and methodology skills.

Process & Methodology Skills
Stockport
Permanent job vacancies with a requirement for process and methodology skills 189 122 188
As % of all permanent IT job vacancies advertised in Stockport 96.43% 93.13% 92.61%
Number of salaries quoted 179 113 172
Median salary £38,500 £38,500 £35,000
Median salary % change year-on-year - +10.00%  
90% offered a salary of more than £30,000 £27,500 £25,000
10% offered a salary of more than £52,500 £45,000 £55,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Analysis
Job Vacancy Trend in Stockport

The job posting trend of jobs advertised in Stockport 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 Stockport

Data Analysis
Salary Trend in Stockport

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

Salary trend for Data Analysis in Stockport

Data Analysis
Salary Histogram in Stockport

The salary distribution of IT jobs citing Data Analysis in Stockport over the 3 months to 30 April 2017.

Salary histogram for Data Analysis in Stockport

For the 6 months to 30 April 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 Stockport region with a requirement for Data Analysis.

1 21 (75.00%) SQL
2 20 (71.43%) Data Warehouse
3 18 (64.29%) ETL
4 17 (60.71%) Microsoft Excel
5 15 (53.57%) SQL Server
5 15 (53.57%) VBA
5 15 (53.57%) SQL Server 2012
6 13 (46.43%) Business Intelligence
7 12 (42.86%) SQL Server 2008
8 11 (39.29%) Agile Software Development
8 11 (39.29%) Cognos
9 9 (32.14%) IBM
9 9 (32.14%) Cognos Business Intelligence
9 9 (32.14%) SQL Server Integration Services
10 8 (28.57%) Automated Testing
10 8 (28.57%) SQL Server 2005
10 8 (28.57%) .NET
10 8 (28.57%) Oracle
11 7 (25.00%) PostgreSQL
11 7 (25.00%) Machine Learning
12 6 (21.43%) NoSQL
12 6 (21.43%) Relational Database
12 6 (21.43%) Data Modelling
12 6 (21.43%) Data Mining
13 5 (17.86%) E-Commerce
13 5 (17.86%) Finance
13 5 (17.86%) Analytical Skills
13 5 (17.86%) Statistical Analysis
14 4 (14.29%) Degree
14 4 (14.29%) Selenium

Data Analysis
Co-occurring IT Skills in Stockport 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 4 (14.29%) Alfresco
1 4 (14.29%) Oracle Workflow
2 1 (3.57%) Apache Spark
2 1 (3.57%) Tomcat
Applications
1 17 (60.71%) Microsoft Excel
Business Applications
1 9 (32.14%) Cognos Business Intelligence
Cloud Services
1 1 (3.57%) Google Cloud Platform
Database & Business Intelligence
1 20 (71.43%) Data Warehouse
2 15 (53.57%) SQL Server
2 15 (53.57%) SQL Server 2012
3 12 (42.86%) SQL Server 2008
4 9 (32.14%) SQL Server Integration Services
5 8 (28.57%) SQL Server 2005
6 7 (25.00%) PostgreSQL
7 6 (21.43%) Data Mining
7 6 (21.43%) NoSQL
7 6 (21.43%) Relational Database
8 3 (10.71%) Datazen
8 3 (10.71%) SQL Server Analysis Services
8 3 (10.71%) SQL Server Reporting Services
9 2 (7.14%) Crystal Reports
10 1 (3.57%) Apache Hive
10 1 (3.57%) Big Data
10 1 (3.57%) BigQuery
10 1 (3.57%) Hadoop
Development Applications
1 4 (14.29%) NUnit
1 4 (14.29%) Selenium
1 4 (14.29%) SoapUI
1 4 (14.29%) SQL Server Management Studio (SSMS)
General
1 5 (17.86%) Finance
2 3 (10.71%) Advertising
3 2 (7.14%) Manufacturing
3 2 (7.14%) Marketing
4 1 (3.57%) Automotive
Job Titles
1 13 (46.43%) Developer
1 13 (46.43%) SQL Developer
2 8 (28.57%) DBA
2 8 (28.57%) SQL DBA
3 6 (21.43%) Analyst
4 4 (14.29%) Report Analyst
5 3 (10.71%) Architect
5 3 (10.71%) Business Intelligence Architect
5 3 (10.71%) Data Scientist
5 3 (10.71%) Report Writer
6 2 (7.14%) Analyst Programmer
6 2 (7.14%) Data Analyst
6 2 (7.14%) Data Programmer
6 2 (7.14%) ERP Analyst
6 2 (7.14%) ETL Analyst
6 2 (7.14%) Programmer
6 2 (7.14%) SQL Server DBA
6 2 (7.14%) SQL Server Developer
6 2 (7.14%) Systems Analyst
7 1 (3.57%) Applications Developer
Libraries, Frameworks & Software Standards
1 8 (28.57%) .NET
2 4 (14.29%) XML
3 3 (10.71%) MDX
4 2 (7.14%) HTML
5 1 (3.57%) CSS
5 1 (3.57%) Hibernate
5 1 (3.57%) JAXB
5 1 (3.57%) JSON
5 1 (3.57%) JSP
5 1 (3.57%) Spring
5 1 (3.57%) Spring MVC
Miscellaneous
1 5 (17.86%) Analytical Skills
2 4 (14.29%) Clustering
3 3 (10.71%) Algorithms
4 2 (7.14%) Data Protection Act
Operating Systems
1 2 (7.14%) Windows
2 1 (3.57%) Linux
Processes & Methodologies
1 18 (64.29%) ETL
2 13 (46.43%) Business Intelligence
3 11 (39.29%) Agile Software Development
4 8 (28.57%) Automated Testing
5 7 (25.00%) Machine Learning
6 6 (21.43%) Data Modelling
7 5 (17.86%) E-Commerce
7 5 (17.86%) Statistical Analysis
8 4 (14.29%) Analytics
8 4 (14.29%) Continuous Integration
8 4 (14.29%) Data Architecture
8 4 (14.29%) Mathematics
8 4 (14.29%) Workflow
9 3 (10.71%) Econometrics
9 3 (10.71%) Information Management
9 3 (10.71%) IT Strategy
9 3 (10.71%) Kimball Methodology
9 3 (10.71%) Physics
9 3 (10.71%) Stakeholder Management
9 3 (10.71%) Statistical Modelling
Programming Languages
1 21 (75.00%) SQL
2 15 (53.57%) VBA
3 3 (10.71%) JavaScript
3 3 (10.71%) MATLAB
3 3 (10.71%) Python
3 3 (10.71%) R
3 3 (10.71%) T-SQL
4 1 (3.57%) Java
Qualifications
1 4 (14.29%) Degree
2 3 (10.71%) PhD
Vendors
1 11 (39.29%) Cognos
2 9 (32.14%) IBM
3 8 (28.57%) Oracle
4 3 (10.71%) Microsoft
5 2 (7.14%) Askia
5 2 (7.14%) Nebu
6 1 (3.57%) Google
6 1 (3.57%) Tableau
Stockport
Adria Solutions Ltd
Salary: £30000 per annum
Posted: 9 days ago
Stockport, Cheshire
BOSCH Automotive Service Solutions
Salary: £Competitive + Benefits
Posted: 9 days ago