Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Warwick 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 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
Warwickshire > Warwick
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 48 69 39
Rank change year-on-year +21 -30 +23
Permanent jobs citing Data Analysis 15 8 29
As % of all permanent IT jobs advertised in Warwick 4.64% 1.85% 5.91%
As % of the Processes & Methodologies category 4.85% 1.95% 6.58%
Number of salaries quoted 12 0 20
Warwick median annual salary £37,500 - £52,500
10th Percentile £26,250 - £31,325
90th Percentile £42,500 - £57,500
Warwickshire median annual salary £37,500 £39,000 £50,000
% change year-on-year -3.85% -22.00% -4.76%

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 Warwick with a requirement for process or methodology skills.

All Process and Methodology Skills
Warwick
Permanent vacancies with a requirement for process or methodology skills 309 411 441
As % of all permanent IT jobs advertised in Warwick 95.67% 94.92% 89.82%
Number of salaries quoted 264 235 392
Warwick median annual salary £38,250 £37,500 £42,500
Median salary % change year-on-year +2.00% -11.76% -3.41%
10th Percentile £26,250 £26,250 £25,580
90th Percentile £58,375 £58,750 £60,100
Warwickshire median annual salary £38,000 £38,500 £39,000
% change year-on-year -1.30% -1.28% -2.50%

Data Analysis
Job Vacancy Trend in Warwick

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

Job vacancy trend for Data Analysis in Warwick

Data Analysis
Salary Trend in Warwick

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

Salary trend for Data Analysis in Warwick

Data Analysis
Salary Histogram in Warwick

The salary distribution of IT jobs citing Data Analysis in Warwick over the 6 months to 19 November 2017.

Salary histogram for Data Analysis in Warwick

For the 6 months to 19 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 Warwick region with a requirement for Data Analysis.

1 11 (73.33%) SQL
2 8 (53.33%) Degree
3 7 (46.67%) Python
3 7 (46.67%) PhD
3 7 (46.67%) R
3 7 (46.67%) Machine Learning
4 5 (33.33%) SAS
4 5 (33.33%) SPSS
5 4 (26.67%) Visualisation
5 4 (26.67%) Analytical Skills
6 3 (20.00%) Performance Tuning
6 3 (20.00%) Hadoop
6 3 (20.00%) Zoomdata
6 3 (20.00%) PMO
6 3 (20.00%) QlikView
6 3 (20.00%) User Acceptance Testing
6 3 (20.00%) Agile Software Development
6 3 (20.00%) SQL Server Reporting Services
6 3 (20.00%) SQL Server Integration Services
6 3 (20.00%) SQL Server
6 3 (20.00%) Data Modelling
6 3 (20.00%) ETL
7 2 (13.33%) BusinessObjects
7 2 (13.33%) Service Delivery
7 2 (13.33%) Programme Management
7 2 (13.33%) Data Validation
7 2 (13.33%) IT Strategy
7 2 (13.33%) Service Delivery Management
7 2 (13.33%) Acceptance Criteria
7 2 (13.33%) Validation

Data Analysis
Co-occurring IT Skills in Warwick 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 (33.33%) SAS
Applications
1 5 (33.33%) SPSS
Business Applications
1 1 (6.67%) iTrent
Database & Business Intelligence
1 3 (20.00%) Hadoop
1 3 (20.00%) QlikView
1 3 (20.00%) SQL Server
1 3 (20.00%) SQL Server Integration Services
1 3 (20.00%) SQL Server Reporting Services
2 2 (13.33%) BusinessObjects
General
1 1 (6.67%) Finance
Job Titles
1 13 (86.67%) Analyst
2 12 (80.00%) Data Analyst
3 7 (46.67%) Data Scientist
4 5 (33.33%) Data Modeller
4 5 (33.33%) Graduate
4 5 (33.33%) Graduate Analyst
4 5 (33.33%) Graduate Data Analyst
5 3 (20.00%) Senior Analyst
6 2 (13.33%) Business Analyst
6 2 (13.33%) Business Data Analyst
6 2 (13.33%) Data Business Analyst
6 2 (13.33%) Senior Data Modeller
6 2 (13.33%) Senior Data Scientist
7 1 (6.67%) Data Manager
7 1 (6.67%) Developer
7 1 (6.67%) HR Manager
7 1 (6.67%) PMO Analyst
7 1 (6.67%) Senior PMO
7 1 (6.67%) Senior PMO Analyst
7 1 (6.67%) Tableau Developer
Miscellaneous
1 4 (26.67%) Analytical Skills
Processes & Methodologies
1 7 (46.67%) Machine Learning
2 4 (26.67%) Visualisation
3 3 (20.00%) Agile Software Development
3 3 (20.00%) Data Modelling
3 3 (20.00%) ETL
3 3 (20.00%) Performance Tuning
3 3 (20.00%) User Acceptance Testing
4 2 (13.33%) Acceptance Criteria
4 2 (13.33%) ArchiMate
4 2 (13.33%) Data Validation
4 2 (13.33%) IT Strategy
4 2 (13.33%) Programme Management
4 2 (13.33%) Service Delivery
4 2 (13.33%) Service Delivery Management
4 2 (13.33%) Validation
5 1 (6.67%) Analytics
5 1 (6.67%) Business Intelligence
5 1 (6.67%) Customer Requirements
5 1 (6.67%) Data Visualisation
5 1 (6.67%) Project Management
Programming Languages
1 11 (73.33%) SQL
2 7 (46.67%) Python
2 7 (46.67%) R
Qualifications
1 8 (53.33%) Degree
2 7 (46.67%) PhD
Quality Assurance & Compliance
1 3 (20.00%) PMO
Vendors
1 3 (20.00%) Zoomdata
2 1 (6.67%) Tableau