The table below looks at the statistics for Data Validation skills in IT jobs advertised for the Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Validation over the 3 months to 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Data Validation
Rank 214 - 278
Rank change year-on-year
- 0
Permanent jobs citing Data Validation 11 0 5
As % of all permanent IT jobs located in Yorkshire 0.21% - 0.066%
As % of the Processes & Methodologies category 0.23% - 0.075%
Number of salaries quoted 11 0 5
Median salary £45,000 - £26,000
UK excluding London median salary £34,000 £35,000 £38,000
% change year-on-year
-2.85% -7.89%
Data Validation
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Yorkshire region.

Processes & Methodologies Category
Yorkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
4709 5588 6669
As % of all permanent IT jobs located in Yorkshire 88.83% 88.43% 88.21%
Number of salaries quoted 4057 4544 5345
Median salary £42,500 £41,500 £40,000
Median salary % change year-on-year
+2.40% +3.75%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Validation
Jobs Demand Trend in Yorkshire

The demand trend of job ads across the Yorkshire region citing Data Validation as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Validation Jobs Demand Trend 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 across the Yorkshire region.

Data Validation Salary Trend in Yorkshire

Data Validation
Salary Histogram in Yorkshire

This chart provides a salary histogram for IT jobs citing Data Validation across the Yorkshire region over the 3 months to 4 December 2016.

Data Validation Salary Histogram 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 4 December 2016. 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
(Click see detailed
statistics and trends)
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 - 6 £43,000 -
North Yorkshire - 5 £45,000 -
Data Validation
England

Data Validation
Top 30 Related IT Skills in Yorkshire

For the 6 months to 4 December 2016, 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 7 (46.67%) SQL
3 6 (40.00%) Retail
3 6 (40.00%) Marketing
4 5 (33.33%) Driving Licence
4 5 (33.33%) User Acceptance Testing
4 5 (33.33%) Project Planning
4 5 (33.33%) Business Analysis
4 5 (33.33%) Manual Testing
4 5 (33.33%) SQL Server
4 5 (33.33%) CRM
5 2 (13.33%) OO
5 2 (13.33%) MS Excel
5 2 (13.33%) Quality Management
5 2 (13.33%) Business Intelligence
5 2 (13.33%) Team Foundation Server
5 2 (13.33%) Software Testing
5 2 (13.33%) MS PowerPoint
5 2 (13.33%) Agile Software Development
5 2 (13.33%) QA
5 2 (13.33%) Usability Testing
5 2 (13.33%) Test Scripting
6 1 (6.67%) Econometric Modelling
6 1 (6.67%) Degree
6 1 (6.67%) JIRA
6 1 (6.67%) Mathematics
6 1 (6.67%) Computer Science
6 1 (6.67%) Operations Research
6 1 (6.67%) Incident Management
6 1 (6.67%) Statistics

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:

Application Platforms
1 1 (6.67%) Confluence
1 1 (6.67%) SAS
Applications
1 2 (13.33%) MS Excel
1 2 (13.33%) MS PowerPoint
2 1 (6.67%) MS Office
2 1 (6.67%) MS Project
Communications & Networking
1 1 (6.67%) FTP
Database & Business Intelligence
1 5 (33.33%) SQL Server
2 1 (6.67%) Data Warehouse
2 1 (6.67%) Pentaho
Development Applications
1 2 (13.33%) Team Foundation Server
2 1 (6.67%) JIRA
General
1 6 (40.00%) Marketing
1 6 (40.00%) Retail
2 1 (6.67%) Finance
Job Titles
1 8 (53.33%) Analyst
2 6 (40.00%) Business Analyst
2 6 (40.00%) Data Business Analyst
3 5 (33.33%) Marketing Analyst
3 5 (33.33%) Marketing Business Analyst
3 5 (33.33%) Marketing Data Analyst
3 5 (33.33%) SQL Analyst
3 5 (33.33%) SQL Data Analyst
3 5 (33.33%) UAT Analyst
4 2 (13.33%) Software Analyst
4 2 (13.33%) Software Test Analyst
4 2 (13.33%) Test Analyst
5 1 (6.67%) Associate Director
5 1 (6.67%) Data Governance Analyst
5 1 (6.67%) Data Governance Manager
5 1 (6.67%) Data Manager
5 1 (6.67%) Data Migration Specialist
5 1 (6.67%) Governance Manager
5 1 (6.67%) Migration Specialist
Libraries, Frameworks & Software Standards
1 1 (6.67%) COM
Miscellaneous
1 5 (33.33%) Driving Licence
2 1 (6.67%) Analytical Skills
2 1 (6.67%) Computer Science
2 1 (6.67%) Cryptography
2 1 (6.67%) Data Extraction
2 1 (6.67%) Data Integration
2 1 (6.67%) Economics
2 1 (6.67%) Mathematics
2 1 (6.67%) Social Media
2 1 (6.67%) Statistics
Operating Systems
1 1 (6.67%) AIX
1 1 (6.67%) Linux
1 1 (6.67%) Red Hat Enterprise Linux
1 1 (6.67%) Unix
Processes & Methodologies
1 15 (100.00%) Validation
2 5 (33.33%) Business Analysis
2 5 (33.33%) CRM
2 5 (33.33%) Manual Testing
2 5 (33.33%) Project Planning
2 5 (33.33%) User Acceptance Testing
3 2 (13.33%) Agile Software Development
3 2 (13.33%) Business Intelligence
3 2 (13.33%) OO
3 2 (13.33%) Quality Management
3 2 (13.33%) Software Testing
3 2 (13.33%) Test Scripting
3 2 (13.33%) Usability Testing
4 1 (6.67%) Data Analysis
4 1 (6.67%) Data Management
4 1 (6.67%) Econometrics
4 1 (6.67%) Incident Management
4 1 (6.67%) Migration
4 1 (6.67%) Operations Research
4 1 (6.67%) Stakeholder Management
Programming Languages
1 7 (46.67%) SQL
2 1 (6.67%) Java
2 1 (6.67%) Perl
2 1 (6.67%) R
2 1 (6.67%) Shell Script
Qualifications
1 1 (6.67%) Degree
Quality Assurance & Compliance
1 2 (13.33%) QA
2 1 (6.67%) Data Quality
System Software
1 1 (6.67%) Tivoli Workload Scheduler
Systems Management
1 1 (6.67%) Tivoli
Vendors
1 1 (6.67%) Facebook
1 1 (6.67%) Microsoft