Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Warrington 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 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
Cheshire > Warrington
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 75 58 79
Rank change year-on-year -17 +21 +2
Permanent jobs citing Data Analysis 7 22 22
As % of all permanent IT jobs advertised in Warrington 1.09% 3.50% 2.26%
As % of the Processes & Methodologies category 1.30% 3.77% 2.46%
Number of salaries quoted 6 21 19
Warrington median annual salary £37,500 £31,500 £26,000
Median salary % change year-on-year +19.05% +21.15% -20.00%
10th Percentile £22,500 £26,250 £20,750
90th Percentile £42,500 £33,250 £29,000
Cheshire median annual salary £42,500 £31,500 £26,000
% change year-on-year +34.92% +21.15% -35.00%

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 Warrington with a requirement for process or methodology skills.

All Process and Methodology Skills
Warrington
Permanent vacancies with a requirement for process or methodology skills 538 584 895
As % of all permanent IT jobs advertised in Warrington 83.67% 92.85% 91.79%
Number of salaries quoted 436 499 796
Warrington median annual salary £42,500 £37,500 £37,750
Median salary % change year-on-year +13.33% -0.66% +0.67%
10th Percentile £26,125 £22,500 £22,500
90th Percentile £63,750 £53,350 £53,750
Cheshire median annual salary £45,000 £37,500 £40,000
% change year-on-year +20.00% -6.25% -

Data Analysis
Job Vacancy Trend in Warrington

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

Job vacancy trend for Data Analysis in Warrington

Data Analysis
Salary Trend in Warrington

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

Salary trend for Data Analysis in Warrington

Data Analysis
Salary Histogram in Warrington

The salary distribution of IT jobs citing Data Analysis in Warrington over the 6 months to 23 November 2017.

Salary histogram for Data Analysis in Warrington

For the 6 months to 23 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 Warrington region with a requirement for Data Analysis.

1 5 (71.43%) SQL
2 4 (57.14%) SQL Server
2 4 (57.14%) Analytics
3 3 (42.86%) Power BI
3 3 (42.86%) Advertising
3 3 (42.86%) SQL Server Reporting Services
3 3 (42.86%) Marketing
3 3 (42.86%) ETL
3 3 (42.86%) Business Intelligence
4 2 (28.57%) Microsoft
4 2 (28.57%) Microsoft Excel
4 2 (28.57%) Microsoft Office
4 2 (28.57%) T-SQL
4 2 (28.57%) Copywriting
4 2 (28.57%) QlikView
4 2 (28.57%) Google Analytics
4 2 (28.57%) Google
4 2 (28.57%) SEO
4 2 (28.57%) Finance
4 2 (28.57%) SQL Server 2014
4 2 (28.57%) User Experience
4 2 (28.57%) Analytical Skills
4 2 (28.57%) Data Structures
4 2 (28.57%) Conversion Rate Optimisation
4 2 (28.57%) Pay per click
4 2 (28.57%) Performance Tuning
4 2 (28.57%) Social Media
4 2 (28.57%) Link Building
4 2 (28.57%) Display Advertising
4 2 (28.57%) Digital Marketing

Data Analysis
Co-occurring IT Skills in Warrington 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:

Applications
1 2 (28.57%) Microsoft Excel
1 2 (28.57%) Microsoft Office
Cloud Services
1 2 (28.57%) Google Analytics
2 1 (14.29%) Microsoft Azure
Database & Business Intelligence
1 4 (57.14%) SQL Server
2 3 (42.86%) Power BI
2 3 (42.86%) SQL Server Reporting Services
3 2 (28.57%) QlikView
3 2 (28.57%) SQL Server 2014
4 1 (14.29%) Data Warehouse
4 1 (14.29%) MySQL
4 1 (14.29%) Pentaho
4 1 (14.29%) SQL Server 2016
4 1 (14.29%) SQL Server Analysis Services
4 1 (14.29%) SQL Server Integration Services
Development Applications
1 1 (14.29%) SQL Server Management Studio (SSMS)
1 1 (14.29%) Visual Studio
General
1 3 (42.86%) Advertising
1 3 (42.86%) Marketing
2 2 (28.57%) Finance
3 1 (14.29%) Retail
Job Titles
1 4 (57.14%) Analyst
2 2 (28.57%) Data Engineer
2 2 (28.57%) Digital Analyst
2 2 (28.57%) Digital Marketing Analyst
2 2 (28.57%) Marketing Analyst
3 1 (14.29%) Business Analyst
3 1 (14.29%) Business Data Analyst
3 1 (14.29%) Business Intelligence Analyst
3 1 (14.29%) Business Intelligence Developer
3 1 (14.29%) Business Systems Analyst
3 1 (14.29%) Data Analyst
3 1 (14.29%) Data Business Analyst
3 1 (14.29%) Data Migration Engineer
3 1 (14.29%) Developer
3 1 (14.29%) Migration Engineer
3 1 (14.29%) QlikView Developer
3 1 (14.29%) SQL BI Developer
3 1 (14.29%) SQL Developer
3 1 (14.29%) Systems Analyst
Libraries, Frameworks & Software Standards
1 1 (14.29%) CSS
1 1 (14.29%) HTML
Miscellaneous
1 2 (28.57%) Analytical Skills
1 2 (28.57%) Data Structures
1 2 (28.57%) Social Media
1 2 (28.57%) User Experience
2 1 (14.29%) Greenfield Project
Operating Systems
1 1 (14.29%) Unix
1 1 (14.29%) Windows
Processes & Methodologies
1 4 (57.14%) Analytics
2 3 (42.86%) Business Intelligence
2 3 (42.86%) ETL
3 2 (28.57%) Conversion Rate Optimisation
3 2 (28.57%) Copywriting
3 2 (28.57%) Digital Marketing
3 2 (28.57%) Display Advertising
3 2 (28.57%) Link Building
3 2 (28.57%) Pay per click
3 2 (28.57%) Performance Tuning
3 2 (28.57%) SEO
4 1 (14.29%) Case Management
4 1 (14.29%) Data Flow Diagram
4 1 (14.29%) Data Integration
4 1 (14.29%) Data Mapping
4 1 (14.29%) Data Migration
4 1 (14.29%) Data Visualisation
4 1 (14.29%) Kimball Methodology
4 1 (14.29%) Logistics
4 1 (14.29%) Visualisation
Programming Languages
1 5 (71.43%) SQL
2 2 (28.57%) T-SQL
3 1 (14.29%) JavaScript
3 1 (14.29%) Python
Vendors
1 2 (28.57%) Google
1 2 (28.57%) Microsoft
2 1 (14.29%) Oracle
2 1 (14.29%) Tableau