Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in West 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Validation
Yorkshire > West Yorkshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 260 269 306
Rank change year-on-year +9 +37 +21
Permanent jobs citing Data Validation 3 10 7
As % of all permanent IT jobs advertised in West Yorkshire 0.045% 0.13% 0.075%
As % of the Processes & Methodologies category 0.049% 0.14% 0.083%
Number of salaries quoted 3 8 7
West Yorkshire median annual salary £32,500 £43,000 £77,000
Median salary % change year-on-year -24.42% -44.16% +196.15%
10th Percentile £31,250 £39,475 £55,100
90th Percentile £34,150 £68,250 £83,300
Yorkshire median annual salary £41,500 £44,000 £77,000
% change year-on-year -5.68% -42.86% +196.15%

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 West Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
West Yorkshire
Permanent vacancies with a requirement for process or methodology skills 6155 6987 8465
As % of all permanent IT jobs advertised in West Yorkshire 91.55% 91.05% 91.02%
Number of salaries quoted 5168 5991 6785
West Yorkshire median annual salary £42,500 £42,500 £41,500
Median salary % change year-on-year - +2.41% +3.75%
10th Percentile £26,750 £26,750 £26,250
90th Percentile £62,500 £64,750 £60,000
Yorkshire median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% +0.69%

Data Validation
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Data Validation in West Yorkshire

Data Validation
Salary Trend in West Yorkshire

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

Salary trend for Data Validation in West Yorkshire

Data Validation
Job Locations in West 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 West Yorkshire region over the 6 months to 18 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
Wakefield - 2 £32,500 -
Leeds +18 1 £33,500 -44.17%
Data Validation
Yorkshire

For the 6 months to 18 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 West Yorkshire region with a requirement for Data Validation.

1 3 (100.00%) SQL
1 3 (100.00%) T-SQL
1 3 (100.00%) SQL Server
1 3 (100.00%) Business Intelligence
1 3 (100.00%) Microsoft
1 3 (100.00%) SQL Server Reporting Services
1 3 (100.00%) SQL Server Integration Services
1 3 (100.00%) Validation
1 3 (100.00%) Analytical Skills
2 2 (66.67%) Data Structures
2 2 (66.67%) SQL Server Management Studio (SSMS)
2 2 (66.67%) Data Integration
2 2 (66.67%) SQL Server 2008
2 2 (66.67%) Data Warehouse
3 1 (33.33%) BusinessObjects
3 1 (33.33%) BusinessObjects Dashboards
3 1 (33.33%) Data Quality
3 1 (33.33%) Relational Database
3 1 (33.33%) MDX
3 1 (33.33%) BusinessObjects Web Intelligence
3 1 (33.33%) SQL Server Analysis Services
3 1 (33.33%) Strategic Thinking

Data Validation
Co-occurring IT Skills in West 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 (100.00%) SQL Server
1 3 (100.00%) SQL Server Integration Services
1 3 (100.00%) SQL Server Reporting Services
2 2 (66.67%) Data Warehouse
2 2 (66.67%) SQL Server 2008
3 1 (33.33%) BusinessObjects
3 1 (33.33%) BusinessObjects Dashboards
3 1 (33.33%) BusinessObjects Web Intelligence
3 1 (33.33%) Relational Database
3 1 (33.33%) SQL Server Analysis Services
Development Applications
1 2 (66.67%) SQL Server Management Studio (SSMS)
Job Titles
1 2 (66.67%) Developer
1 2 (66.67%) SQL Developer
2 1 (33.33%) Analyst
2 1 (33.33%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 1 (33.33%) MDX
Miscellaneous
1 3 (100.00%) Analytical Skills
2 2 (66.67%) Data Structures
Processes & Methodologies
1 3 (100.00%) Business Intelligence
1 3 (100.00%) Validation
2 2 (66.67%) Data Integration
3 1 (33.33%) Strategic Thinking
Programming Languages
1 3 (100.00%) SQL
1 3 (100.00%) T-SQL
Quality Assurance & Compliance
1 1 (33.33%) Data Quality
Vendors
1 3 (100.00%) Microsoft