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 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Data Validation
England / Yorkshire
Rank 219 242 -
Rank change year-on-year +23 -  
Permanent jobs citing Data Validation 9 13 0
As % of all permanent IT jobs advertised in Yorkshire 0.17% 0.20% -
As % of the Processes & Methodologies category 0.19% 0.23% -
Number of salaries quoted 6 12 0
Median salary £45,000 £41,250 -
Median salary % change year-on-year +9.09% -  
UK excluding London median salary £41,250 £32,500 £41,250
% change year-on-year +26.92% -21.21%  

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

Process & Methodology Skills
Yorkshire
Permanent job vacancies with a requirement for process and methodology skills 4801 5682 6612
As % of all permanent IT job vacancies advertised in Yorkshire 90.74% 88.08% 90.18%
Number of salaries quoted 4176 4712 5302
Median salary £45,000 £42,000 £40,000
Median salary % change year-on-year +7.14% +5.00%  
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £55,000 £60,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Validation
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in Yorkshire citing Data Validation as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 23 March 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 3 months to 23 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
West Yorkshire +19 5 £50,000 +11.11%
North Yorkshire +12 4 £30,000 -20.00%
Data Validation
England

Data Validation
Top 30 Related IT Skills in Yorkshire

For the 6 months to 23 March 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 15 (100.00%) Validation
2 6 (40.00%) SQL
3 5 (33.33%) SQL Server
3 5 (33.33%) Business Analysis
3 5 (33.33%) User Acceptance Testing
4 4 (26.67%) Marketing
4 4 (26.67%) Data Governance
4 4 (26.67%) Data Quality
4 4 (26.67%) Finance
5 3 (20.00%) Business Intelligence
5 3 (20.00%) CRM
5 3 (20.00%) Data Warehouse
5 3 (20.00%) Retail
5 3 (20.00%) Driving Licence
5 3 (20.00%) Data Architecture
5 3 (20.00%) Project Planning
5 3 (20.00%) Manual Testing
6 2 (13.33%) Data Cleansing
6 2 (13.33%) Test Scripting
6 2 (13.33%) QA
6 2 (13.33%) QlikView
6 2 (13.33%) Visualisation
6 2 (13.33%) Big Data
6 2 (13.33%) Data Analytics
6 2 (13.33%) Analytics
6 2 (13.33%) People Management
6 2 (13.33%) Defect Management
6 2 (13.33%) System Integration Testing
6 2 (13.33%) SDLC
6 2 (13.33%) Power BI

Data Validation
Top Related 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:

Applications
1 1 (6.67%) MS Excel
Database & Business Intelligence
1 5 (33.33%) SQL Server
2 3 (20.00%) Data Warehouse
3 2 (13.33%) Big Data
3 2 (13.33%) MySQL
3 2 (13.33%) Power BI
3 2 (13.33%) QlikView
3 2 (13.33%) SQL Server Reporting Services
General
1 4 (26.67%) Finance
1 4 (26.67%) Marketing
2 3 (20.00%) Retail
Job Titles
1 6 (40.00%) Analyst
2 5 (33.33%) Data Manager
3 4 (26.67%) Business Analyst
3 4 (26.67%) Data Business Analyst
3 4 (26.67%) Data Governance Analyst
3 4 (26.67%) Data Governance Manager
3 4 (26.67%) Governance Manager
4 3 (20.00%) Marketing Analyst
4 3 (20.00%) Marketing Business Analyst
4 3 (20.00%) Marketing Data Analyst
4 3 (20.00%) SQL Analyst
4 3 (20.00%) SQL Data Analyst
4 3 (20.00%) UAT Analyst
5 2 (13.33%) QA Analyst
5 2 (13.33%) QA Tester
5 2 (13.33%) Software Analyst
5 2 (13.33%) Software QA Tester
5 2 (13.33%) Software Tester
5 2 (13.33%) Tester
Miscellaneous
1 3 (20.00%) Driving Licence
2 1 (6.67%) Analytical Skills
2 1 (6.67%) iPad
2 1 (6.67%) PACS
Processes & Methodologies
1 15 (100.00%) Validation
2 5 (33.33%) Business Analysis
2 5 (33.33%) User Acceptance Testing
3 4 (26.67%) Data Governance
4 3 (20.00%) Business Intelligence
4 3 (20.00%) CRM
4 3 (20.00%) Data Architecture
4 3 (20.00%) Manual Testing
4 3 (20.00%) Project Planning
5 2 (13.33%) Analytics
5 2 (13.33%) Data Analytics
5 2 (13.33%) Data Cleansing
5 2 (13.33%) ETL
5 2 (13.33%) ITIL
5 2 (13.33%) People Management
5 2 (13.33%) Regression Testing
5 2 (13.33%) SDLC
5 2 (13.33%) System Integration Testing
5 2 (13.33%) Test Scripting
5 2 (13.33%) Visualisation
Programming Languages
1 6 (40.00%) SQL
Qualifications
1 2 (13.33%) ITIL Certification
Quality Assurance & Compliance
1 4 (26.67%) Data Quality
2 2 (13.33%) QA