Period
to 22 November 2017

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 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
West Midlands > Warwickshire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 89 84 58
Rank change year-on-year -5 -26 +40
Permanent jobs citing Data Analysis 24 27 56
As % of all permanent IT jobs advertised in Warwickshire 1.88% 2.29% 4.03%
As % of the Processes & Methodologies category 2.11% 2.50% 4.48%
Number of salaries quoted 20 19 38
Warwickshire median annual salary £37,500 £39,000 £50,000
Median salary % change year-on-year -3.85% -22.00% -4.76%
10th Percentile £26,250 £27,000 £27,125
90th Percentile £47,500 £50,300 £57,500
West Midlands median annual salary £40,000 £37,500 £40,000
% change year-on-year +6.67% -6.25% +6.67%

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 Warwickshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Warwickshire
Permanent vacancies with a requirement for process or methodology skills 1139 1082 1250
As % of all permanent IT jobs advertised in Warwickshire 89.33% 91.69% 89.86%
Number of salaries quoted 1032 831 1103
Warwickshire median annual salary £38,500 £38,500 £39,000
Median salary % change year-on-year - -1.28% -2.50%
10th Percentile £23,750 £22,750 £22,500
90th Percentile £61,250 £58,750 £60,000
West Midlands median annual salary £40,000 £40,000 £40,000

Data Analysis
Job Vacancy Trend in Warwickshire

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

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 6 months to 22 November 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 6 months to 22 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Warwick +25 15 £37,500 -
Leamington Spa -11 3 £45,000 +50.00%
Atherstone -3 1 £27,500 -40.86%
Gaydon - 1 £45,000 -
Data Analysis
West Midlands

For the 6 months to 22 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 Warwickshire region with a requirement for Data Analysis.

1 15 (62.50%) SQL
2 11 (45.83%) Degree
3 7 (29.17%) R
3 7 (29.17%) Python
3 7 (29.17%) PhD
3 7 (29.17%) Machine Learning
4 5 (20.83%) Analytical Skills
4 5 (20.83%) Data Modelling
4 5 (20.83%) SAS
4 5 (20.83%) SPSS
5 4 (16.67%) Microsoft Excel
5 4 (16.67%) Visualisation
6 3 (12.50%) Analytics
6 3 (12.50%) Performance Tuning
6 3 (12.50%) Zoomdata
6 3 (12.50%) PMO
6 3 (12.50%) Business Intelligence
6 3 (12.50%) Finance
6 3 (12.50%) SQL Server
6 3 (12.50%) ETL
6 3 (12.50%) Agile Software Development
6 3 (12.50%) SQL Server Reporting Services
6 3 (12.50%) SQL Server Integration Services
6 3 (12.50%) User Acceptance Testing
6 3 (12.50%) Hadoop
6 3 (12.50%) QlikView
7 2 (8.33%) Data Validation
7 2 (8.33%) Data Mapping
7 2 (8.33%) Programme Management
7 2 (8.33%) Business Analysis

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 5 (20.83%) SAS
Applications
1 5 (20.83%) SPSS
2 4 (16.67%) Microsoft Excel
3 1 (4.17%) Microsoft PowerPoint
3 1 (4.17%) Simulink
Business Applications
1 1 (4.17%) iTrent
1 1 (4.17%) Salesforce.com CRM
Database & Business Intelligence
1 3 (12.50%) Hadoop
1 3 (12.50%) QlikView
1 3 (12.50%) SQL Server
1 3 (12.50%) SQL Server Integration Services
1 3 (12.50%) SQL Server Reporting Services
2 2 (8.33%) BusinessObjects
2 2 (8.33%) RDBMS
2 2 (8.33%) Relational Database
General
1 3 (12.50%) Finance
2 2 (8.33%) Automotive
3 1 (4.17%) Manufacturing
3 1 (4.17%) Marketing
Job Titles
1 17 (70.83%) Analyst
2 12 (50.00%) Data Analyst
3 7 (29.17%) Data Scientist
4 5 (20.83%) Data Modeller
4 5 (20.83%) Graduate
4 5 (20.83%) Graduate Analyst
4 5 (20.83%) Graduate Data Analyst
5 4 (16.67%) Business Analyst
5 4 (16.67%) Data Business Analyst
6 3 (12.50%) Senior Analyst
7 2 (8.33%) Business Data Analyst
7 2 (8.33%) Business Intelligence Lead
7 2 (8.33%) Senior Data Modeller
7 2 (8.33%) Senior Data Scientist
8 1 (4.17%) Data Manager
8 1 (4.17%) Marketing Manager
8 1 (4.17%) PMO Analyst
8 1 (4.17%) Software Analyst
8 1 (4.17%) Systems Engineer
8 1 (4.17%) Verification Engineer
Libraries, Frameworks & Software Standards
1 2 (8.33%) .NET
1 2 (8.33%) XML
1 2 (8.33%) XML Schema
Miscellaneous
1 5 (20.83%) Analytical Skills
2 2 (8.33%) Management Information System
Processes & Methodologies
1 7 (29.17%) Machine Learning
2 5 (20.83%) Data Modelling
3 4 (16.67%) Visualisation
4 3 (12.50%) Agile Software Development
4 3 (12.50%) Analytics
4 3 (12.50%) Business Intelligence
4 3 (12.50%) ETL
4 3 (12.50%) Performance Tuning
4 3 (12.50%) User Acceptance Testing
5 2 (8.33%) Acceptance Criteria
5 2 (8.33%) Business Analysis
5 2 (8.33%) Data Mapping
5 2 (8.33%) Data Validation
5 2 (8.33%) IT Strategy
5 2 (8.33%) Line Management
5 2 (8.33%) Programme Management
5 2 (8.33%) Project Management
5 2 (8.33%) Service Delivery
5 2 (8.33%) Service Delivery Management
5 2 (8.33%) Validation
Programming Languages
1 15 (62.50%) SQL
2 7 (29.17%) Python
2 7 (29.17%) R
3 1 (4.17%) Java
3 1 (4.17%) MATLAB
Qualifications
1 11 (45.83%) Degree
2 7 (29.17%) PhD
Quality Assurance & Compliance
1 3 (12.50%) PMO
Systems Management
1 1 (4.17%) SCCM
Vendors
1 3 (12.50%) Zoomdata
2 2 (8.33%) Oracle
3 1 (4.17%) Minitab
3 1 (4.17%) Salesforce.com
3 1 (4.17%) Snow
3 1 (4.17%) Tableau