The following table provides summary statistics for permanent job vacancies advertised in Warwickshire 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 27 March 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
West Midlands / Warwickshire
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 60 56 66
Rank change year-on-year -4 +10  
Permanent jobs citing Data Analysis 5 38 11
As % of all permanent IT jobs advertised in Warwickshire 0.85% 5.03% 1.49%
As % of the Processes & Methodologies category 0.93% 5.48% 1.74%
Number of salaries quoted 5 12 11
Median salary £47,500 £65,000 £57,500
Median salary % change year-on-year -26.92% +13.04%  
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 Warwickshire with a requirement for process and methodology skills.

Process & Methodology Skills
Warwickshire
Permanent job vacancies with a requirement for process and methodology skills 537 693 632
As % of all permanent IT job vacancies advertised in Warwickshire 91.17% 91.79% 85.41%
Number of salaries quoted 432 532 568
Median salary £42,500 £45,500 £45,000
Median salary % change year-on-year -6.59% +1.11%  
90% offered a salary of more than £27,500 £27,500 £31,000
10% offered a salary of more than £57,500 £57,500 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Analysis
Job Vacancy Trend in Warwickshire

The job posting trend of jobs advertised in Warwickshire 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 Warwickshire

Data Analysis
Salary Trend in Warwickshire

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

Salary trend for Data Analysis in Warwickshire

Data Analysis
Salary Histogram in Warwickshire

The salary distribution of IT jobs citing Data Analysis in Warwickshire over the 3 months to 27 March 2017.

Salary histogram for Data Analysis in Warwickshire

Data Analysis
Job Locations in Warwickshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the Warwickshire region over the 3 months to 27 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
Warwick +4 2 £47,500 -26.92%
Nuneaton - 1 £37,500 -
Data Analysis
West Midlands

Data Analysis
Top 30 Co-occurring IT Skills in Warwickshire

For the 6 months to 27 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 Warwickshire region with a requirement for Data Analysis.

1 10 (50.00%) Business Intelligence
2 8 (40.00%) Tableau
3 6 (30.00%) Web Services
3 6 (30.00%) MS Excel
3 6 (30.00%) Degree
4 5 (25.00%) SQL Server Reporting Services
4 5 (25.00%) Finance
4 5 (25.00%) Stakeholder Management
4 5 (25.00%) BusinessObjects
4 5 (25.00%) E-Commerce
4 5 (25.00%) Analytical Skills
5 4 (20.00%) Salesforce.com CRM
5 4 (20.00%) Amazon AWS
5 4 (20.00%) Sage 200
5 4 (20.00%) Talend Open Studio
5 4 (20.00%) Big Data
5 4 (20.00%) Talend
5 4 (20.00%) Amazon Redshift
5 4 (20.00%) Sage
5 4 (20.00%) Salesforce.com
5 4 (20.00%) CRM
5 4 (20.00%) MySQL
5 4 (20.00%) Retail
5 4 (20.00%) Automotive
5 4 (20.00%) Manufacturing
6 3 (15.00%) E-business
6 3 (15.00%) Agile Software Development
6 3 (15.00%) Business Analysis
6 3 (15.00%) MS PowerPoint
6 3 (15.00%) Google

Data Analysis
Co-occurring IT Skills in Warwickshire 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 2 (10.00%) IIS
1 2 (10.00%) WebSphere
2 1 (5.00%) ArcGIS
Applications
1 6 (30.00%) MS Excel
2 3 (15.00%) MS PowerPoint
Business Applications
1 4 (20.00%) Sage 200
1 4 (20.00%) Salesforce.com CRM
Cloud Services
1 4 (20.00%) Amazon AWS
2 3 (15.00%) Google Analytics
Database & Business Intelligence
1 5 (25.00%) BusinessObjects
1 5 (25.00%) SQL Server Reporting Services
2 4 (20.00%) Amazon Redshift
2 4 (20.00%) Big Data
2 4 (20.00%) MySQL
3 3 (15.00%) Data Warehouse
4 2 (10.00%) Oracle Database
4 2 (10.00%) SQL Server
5 1 (5.00%) Apache Hive
5 1 (5.00%) Crystal Reports
5 1 (5.00%) Hadoop
5 1 (5.00%) QlikView
5 1 (5.00%) Spatial Data
5 1 (5.00%) Spotfire
5 1 (5.00%) SQL Server Integration Services
Development Applications
1 4 (20.00%) Talend Open Studio
General
1 5 (25.00%) Finance
2 4 (20.00%) Automotive
2 4 (20.00%) Manufacturing
2 4 (20.00%) Retail
3 2 (10.00%) Marketing
Job Titles
1 8 (40.00%) Analyst
2 7 (35.00%) Developer
3 5 (25.00%) Business Intelligence Developer
4 3 (15.00%) Architect
4 3 (15.00%) Data Analyst
4 3 (15.00%) Data Architect
4 3 (15.00%) Senior Business Intelligence Developer
4 3 (15.00%) Senior Developer
4 3 (15.00%) SSRS Developer
4 3 (15.00%) Tableau Developer
5 2 (10.00%) Business Analyst
5 2 (10.00%) E-Commerce Analyst
5 2 (10.00%) E-Commerce Business Analyst
5 2 (10.00%) Insight Analyst
5 2 (10.00%) Market Analyst
5 2 (10.00%) Web Developer
6 1 (5.00%) Business Intelligence Architect
6 1 (5.00%) Data Scientist
6 1 (5.00%) Financial Analyst
6 1 (5.00%) Report Developer
Libraries, Frameworks & Software Standards
1 6 (30.00%) Web Services
2 2 (10.00%) .NET
2 2 (10.00%) AngularJS
2 2 (10.00%) ASP.NET
2 2 (10.00%) ASP.NET MVC
2 2 (10.00%) CSS
2 2 (10.00%) D3.js
2 2 (10.00%) HTML
2 2 (10.00%) XML
3 1 (5.00%) Django
Miscellaneous
1 5 (25.00%) Analytical Skills
2 3 (15.00%) Computer Science
3 2 (10.00%) User Experience
4 1 (5.00%) Management Information System
Processes & Methodologies
1 10 (50.00%) Business Intelligence
2 5 (25.00%) E-Commerce
2 5 (25.00%) Stakeholder Management
3 4 (20.00%) CRM
4 3 (15.00%) Agile Software Development
4 3 (15.00%) Analytics
4 3 (15.00%) Business Analysis
4 3 (15.00%) Data Architecture
4 3 (15.00%) Data Integration
4 3 (15.00%) Data Modelling
4 3 (15.00%) E-business
4 3 (15.00%) Front End Development
5 2 (10.00%) API Development
5 2 (10.00%) Data Governance
5 2 (10.00%) Logical Data Model
5 2 (10.00%) Multichannel Marketing
5 2 (10.00%) Physical Data Model
5 2 (10.00%) Process Improvement
5 2 (10.00%) Qualitative Analysis
5 2 (10.00%) Responsive Web Design
Programming Languages
1 3 (15.00%) SQL
2 2 (10.00%) JavaScript
3 1 (5.00%) Python
3 1 (5.00%) R
3 1 (5.00%) VBA
Qualifications
1 6 (30.00%) Degree
2 2 (10.00%) ISEB
Quality Assurance & Compliance
1 3 (15.00%) SLA
Vendors
1 8 (40.00%) Tableau
2 4 (20.00%) Sage
2 4 (20.00%) Salesforce.com
2 4 (20.00%) Talend
3 3 (15.00%) Google
4 2 (10.00%) Demandware
4 2 (10.00%) hybris
4 2 (10.00%) Microsoft
4 2 (10.00%) Oracle