Period
to 28 July 2017

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 6 months to 28 July 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
Manchester > Stockport
6 months to
28 Jul 2017
Same period 2016 Same period 2015
Rank 46 35 53
Rank change year-on-year -11 +18 +10
Permanent jobs citing Data Analysis 24 17 13
As % of all permanent IT jobs advertised in Stockport 5.13% 5.61% 3.58%
As % of the Processes & Methodologies category 5.45% 5.92% 3.93%
Number of salaries quoted 23 19 13
Stockport median annual salary £32,500 £31,500 £30,000
Median salary % change year-on-year +3.17% +5.00% +10.09%
10th Percentile £29,000 £27,500 £23,200
90th Percentile £55,750 £37,750 £38,300
Manchester median annual salary £32,500 £37,500 £37,500
% change year-on-year -13.33% - +25.00%

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 440 287 331
As % of all permanent IT job vacancies advertised in Stockport 94.02% 94.72% 91.18%
Number of salaries quoted 405 265 311
Stockport median annual salary £40,000 £35,000 £35,000
Median salary % change year-on-year +14.29% - -
10th Percentile £25,950 £26,250 £22,000
90th Percentile £55,600 £56,250 £48,750
Manchester median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% +6.67%

Data Analysis
Job Vacancy Trend in Stockport

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

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 6 months to 28 July 2017.

Salary histogram for Data Analysis in Stockport

For the 6 months to 28 July 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 19 (79.17%) SQL
2 13 (54.17%) SQL Server
2 13 (54.17%) Data Warehouse
2 13 (54.17%) SQL Server 2012
3 11 (45.83%) ETL
4 10 (41.67%) Microsoft Excel
4 10 (41.67%) SQL Server 2008
5 9 (37.50%) SQL Server Integration Services
6 8 (33.33%) Agile Software Development
6 8 (33.33%) VBA
7 7 (29.17%) .NET
7 7 (29.17%) Oracle
7 7 (29.17%) Business Intelligence
7 7 (29.17%) PostgreSQL
7 7 (29.17%) Test Automation
7 7 (29.17%) Machine Learning
8 6 (25.00%) NoSQL
8 6 (25.00%) Analytical Skills
8 6 (25.00%) SQL Server 2005
8 6 (25.00%) Statistical Analysis
8 6 (25.00%) Cognos
8 6 (25.00%) Data Modelling
9 5 (20.83%) E-Commerce
10 4 (16.67%) Data Mining
10 4 (16.67%) JavaScript
10 4 (16.67%) Statistics
10 4 (16.67%) Degree
10 4 (16.67%) Data Architecture
10 4 (16.67%) Mathematics
10 4 (16.67%) Analytics

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 3 (12.50%) Alfresco
1 3 (12.50%) Oracle Workflow
2 1 (4.17%) Apache Spark
2 1 (4.17%) Tomcat
Applications
1 10 (41.67%) Microsoft Excel
2 1 (4.17%) SPSS
Business Applications
1 3 (12.50%) Cognos Business Intelligence
Cloud Services
1 1 (4.17%) Google Cloud Platform
Database & Business Intelligence
1 13 (54.17%) Data Warehouse
1 13 (54.17%) SQL Server
1 13 (54.17%) SQL Server 2012
2 10 (41.67%) SQL Server 2008
3 9 (37.50%) SQL Server Integration Services
4 7 (29.17%) PostgreSQL
5 6 (25.00%) NoSQL
5 6 (25.00%) SQL Server 2005
6 4 (16.67%) Data Mining
6 4 (16.67%) Relational Database
7 3 (12.50%) Datazen
7 3 (12.50%) SQL Server Analysis Services
7 3 (12.50%) SQL Server Reporting Services
8 2 (8.33%) Crystal Reports
9 1 (4.17%) Apache Hive
9 1 (4.17%) Big Data
9 1 (4.17%) BigQuery
9 1 (4.17%) Hadoop
9 1 (4.17%) MySQL
Development Applications
1 4 (16.67%) SQL Server Management Studio (SSMS)
2 3 (12.50%) NUnit
2 3 (12.50%) Selenium
2 3 (12.50%) SoapUI
General
1 3 (12.50%) Advertising
1 3 (12.50%) Finance
2 2 (8.33%) Manufacturing
3 1 (4.17%) Automotive
Job Titles
1 11 (45.83%) Developer
1 11 (45.83%) SQL Developer
2 7 (29.17%) Analyst
3 6 (25.00%) DBA
3 6 (25.00%) SQL DBA
4 5 (20.83%) Data Analyst
5 3 (12.50%) Analyst Programmer
5 3 (12.50%) Architect
5 3 (12.50%) Business Intelligence Architect
5 3 (12.50%) Data Programmer
5 3 (12.50%) Data Scientist
5 3 (12.50%) Programmer
5 3 (12.50%) SQL Server DBA
5 3 (12.50%) SQL Server Developer
6 2 (8.33%) ERP Analyst
6 2 (8.33%) Report Analyst
6 2 (8.33%) Systems Analyst
7 1 (4.17%) Applications Developer
7 1 (4.17%) Java Web Developer
7 1 (4.17%) Web Applications Developer
Libraries, Frameworks & Software Standards
1 7 (29.17%) .NET
2 3 (12.50%) HTML
2 3 (12.50%) MDX
2 3 (12.50%) XML
3 2 (8.33%) CSS
4 1 (4.17%) Hibernate
4 1 (4.17%) JAXB
4 1 (4.17%) JSON
4 1 (4.17%) JSP
4 1 (4.17%) Spring
4 1 (4.17%) Spring MVC
Miscellaneous
1 6 (25.00%) Analytical Skills
2 3 (12.50%) Algorithms
2 3 (12.50%) Clustering
3 2 (8.33%) Data Protection Act
Operating Systems
1 3 (12.50%) Windows
2 1 (4.17%) Linux
Processes & Methodologies
1 11 (45.83%) ETL
2 8 (33.33%) Agile Software Development
3 7 (29.17%) Business Intelligence
3 7 (29.17%) Machine Learning
3 7 (29.17%) Test Automation
4 6 (25.00%) Data Modelling
4 6 (25.00%) Statistical Analysis
5 5 (20.83%) E-Commerce
6 4 (16.67%) Analytics
6 4 (16.67%) Data Architecture
6 4 (16.67%) Mathematics
6 4 (16.67%) Statistics
7 3 (12.50%) Display Advertising
7 3 (12.50%) IT Strategy
7 3 (12.50%) Kalman Filter
7 3 (12.50%) Kimball Methodology
7 3 (12.50%) Market Research
7 3 (12.50%) Physics
7 3 (12.50%) Product Management
7 3 (12.50%) Statistical Modelling
Programming Languages
1 19 (79.17%) SQL
2 8 (33.33%) VBA
3 4 (16.67%) JavaScript
4 3 (12.50%) MATLAB
4 3 (12.50%) Python
4 3 (12.50%) R
4 3 (12.50%) T-SQL
5 1 (4.17%) Java
Qualifications
1 4 (16.67%) Degree
2 3 (12.50%) Computer Science Degree
2 3 (12.50%) PhD
Quality Assurance & Compliance
1 2 (8.33%) Data Quality
Vendors
1 7 (29.17%) Oracle
2 6 (25.00%) Cognos
3 3 (12.50%) Askia
3 3 (12.50%) IBM
3 3 (12.50%) Microsoft
3 3 (12.50%) Nebu
4 1 (4.17%) Confirmit
4 1 (4.17%) Google
4 1 (4.17%) Tableau
Stockport, Cheshire
Adria Solutions Ltd
Salary: £30000 - £35000 per annum + Benefits
Posted: 4 hours ago
Stockport, Cheshire
Cheshire Datasystems Limited
Salary: Up to £30, 000 per annum
Posted: 6 days ago