Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Data Validation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Validation over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Validation
England > Yorkshire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 302 323 354
Rank change year-on-year +21 +31 +23
Permanent jobs citing Data Validation 12 16 9
As % of all permanent IT jobs advertised in Yorkshire 0.12% 0.14% 0.068%
As % of the Processes & Methodologies category 0.14% 0.16% 0.076%
Number of salaries quoted 12 14 9
Yorkshire median annual salary £41,500 £44,000 £77,000
Median salary % change year-on-year -5.68% -42.86% +196.15%
10th Percentile £31,400 £35,250 £28,000
90th Percentile £45,000 £57,000 £83,150
England median annual salary £45,000 £42,500 £45,000
% change year-on-year +5.88% -5.56% +1.12%

Data Validation 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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 8746 9922 11898
As % of all permanent IT jobs advertised in Yorkshire 90.16% 89.48% 90.23%
Number of salaries quoted 7317 8345 9687
Yorkshire median annual salary £42,500 £42,000 £40,000
Median salary % change year-on-year +1.19% +5.00% +1.27%
10th Percentile £26,250 £26,250 £26,000
90th Percentile £61,250 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Validation
Job Vacancy Trend in Yorkshire

Job postings citing Data Validation as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Data Validation in Yorkshire

Data Validation
Salary Trend in Yorkshire

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

Salary trend for Data Validation in Yorkshire

Data Validation
Salary Histogram in Yorkshire

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

Salary histogram for Data Validation in Yorkshire

Data Validation
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Validation within the Yorkshire region over the 6 months to 19 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
North Yorkshire +16 9 £41,500 -7.78%
West Yorkshire +13 3 £32,500 -24.42%
Data Validation
England

For the 6 months to 19 November 2017, IT jobs citing Data Validation 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 Yorkshire region with a requirement for Data Validation.

1 12 (100.00%) SQL
1 12 (100.00%) Validation
2 9 (75.00%) Games
2 9 (75.00%) Business Analysis
2 9 (75.00%) User Acceptance Testing
2 9 (75.00%) Waterfall
2 9 (75.00%) Scenario Testing
3 6 (50.00%) Multichannel Retail
3 6 (50.00%) Analytics
3 6 (50.00%) Campaign Management
3 6 (50.00%) CRM
3 6 (50.00%) Project Management
3 6 (50.00%) Retail
3 6 (50.00%) Data Management
4 3 (25.00%) SQL Server Integration Services
4 3 (25.00%) SQL Server Reporting Services
4 3 (25.00%) Analytical Skills
4 3 (25.00%) T-SQL
4 3 (25.00%) SQL Server
4 3 (25.00%) Business Intelligence
4 3 (25.00%) Microsoft
5 2 (16.67%) Feasibility Study
5 2 (16.67%) SQL Server Management Studio (SSMS)
5 2 (16.67%) Data Warehouse
5 2 (16.67%) Data Structures
5 2 (16.67%) Data Integration
5 2 (16.67%) SQL Server 2008
5 2 (16.67%) Systems Analysis
6 1 (8.33%) MDX
6 1 (8.33%) BusinessObjects Web Intelligence

Data Validation
Co-occurring IT Skills in Yorkshire 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:

Database & Business Intelligence
1 3 (25.00%) SQL Server
1 3 (25.00%) SQL Server Integration Services
1 3 (25.00%) SQL Server Reporting Services
2 2 (16.67%) Data Warehouse
2 2 (16.67%) SQL Server 2008
3 1 (8.33%) BusinessObjects
3 1 (8.33%) BusinessObjects Dashboards
3 1 (8.33%) BusinessObjects Web Intelligence
3 1 (8.33%) Relational Database
3 1 (8.33%) SQL Server Analysis Services
Development Applications
1 2 (16.67%) SQL Server Management Studio (SSMS)
General
1 9 (75.00%) Games
2 6 (50.00%) Retail
Job Titles
1 10 (83.33%) Analyst
2 9 (75.00%) Business Analyst
3 4 (33.33%) Lead Business Analyst
4 3 (25.00%) Business IT Analyst
4 3 (25.00%) IT Analyst
4 3 (25.00%) IT Business Analyst
5 2 (16.67%) Developer
5 2 (16.67%) SQL Developer
6 1 (8.33%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 1 (8.33%) MDX
Miscellaneous
1 3 (25.00%) Analytical Skills
2 2 (16.67%) Data Structures
Processes & Methodologies
1 12 (100.00%) Validation
2 9 (75.00%) Business Analysis
2 9 (75.00%) Scenario Testing
2 9 (75.00%) User Acceptance Testing
2 9 (75.00%) Waterfall
3 6 (50.00%) Analytics
3 6 (50.00%) Campaign Management
3 6 (50.00%) CRM
3 6 (50.00%) Data Management
3 6 (50.00%) Multichannel Retail
3 6 (50.00%) Project Management
4 3 (25.00%) Business Intelligence
5 2 (16.67%) Data Integration
5 2 (16.67%) Feasibility Study
5 2 (16.67%) Systems Analysis
6 1 (8.33%) Strategic Thinking
Programming Languages
1 12 (100.00%) SQL
2 3 (25.00%) T-SQL
Quality Assurance & Compliance
1 1 (8.33%) Data Quality
Vendors
1 3 (25.00%) Microsoft