Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the North West 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
England > North West
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 371 334 -
Rank change year-on-year -37 - +380
Permanent jobs citing Data Validation 3 21 0
As % of all permanent IT jobs advertised in the North West 0.023% 0.17% -
As % of the Processes & Methodologies category 0.025% 0.19% -
Number of salaries quoted 1 19 0
North West median annual salary £52,500 £26,500 -
Median salary % change year-on-year +98.11% - -
England median annual salary £46,250 £42,500 £45,000
% change year-on-year +8.82% -5.56% +2.27%

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 the North West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Permanent vacancies with a requirement for process or methodology skills 11813 11184 11695
As % of all permanent IT jobs advertised in the North West 89.82% 89.74% 89.47%
Number of salaries quoted 9390 9336 9669
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +1.27%
10th Percentile £26,250 £26,250 £24,750
90th Percentile £65,000 £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 the North West

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

Job vacancy trend for Data Validation in the North West

Data Validation
Salary Trend in the North West

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

Salary trend for Data Validation in the North West

Data Validation
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Validation within the North West 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
Manchester -22 3 £52,500 +118.75% 1
Data Validation
England

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 North West region with a requirement for Data Validation.

1 3 (100.00%) Validation
2 2 (66.67%) User Acceptance Testing
3 1 (33.33%) Data Extraction
3 1 (33.33%) Data Integration
3 1 (33.33%) Oracle Fusion
3 1 (33.33%) Sage 200
3 1 (33.33%) High Availability
3 1 (33.33%) Oracle SOA Suite
3 1 (33.33%) Event-Driven Architecture
3 1 (33.33%) Sage X3
3 1 (33.33%) MuleSoft
3 1 (33.33%) API Integration
3 1 (33.33%) Qlik Sense
3 1 (33.33%) Anypoint
3 1 (33.33%) Information Management
3 1 (33.33%) QlikView
3 1 (33.33%) IBM Integration Bus
3 1 (33.33%) Oracle
3 1 (33.33%) XML
3 1 (33.33%) XSD
3 1 (33.33%) UML
3 1 (33.33%) E-Commerce
3 1 (33.33%) ERP
3 1 (33.33%) Data Modelling
3 1 (33.33%) SOA
3 1 (33.33%) IBM
3 1 (33.33%) Sage
3 1 (33.33%) Middleware
3 1 (33.33%) Service Delivery
3 1 (33.33%) Finance

Data Validation
Co-occurring IT Skills in the North West 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 (33.33%) Anypoint
1 1 (33.33%) Oracle SOA Suite
Business Applications
1 1 (33.33%) Sage 200
1 1 (33.33%) Sage X3
Database & Business Intelligence
1 1 (33.33%) Qlik Sense
1 1 (33.33%) QlikView
General
1 1 (33.33%) Advertising
1 1 (33.33%) Finance
Job Titles
1 1 (33.33%) Accountant
1 1 (33.33%) Architect
1 1 (33.33%) Developer
1 1 (33.33%) Integration Architect
1 1 (33.33%) QlikView Developer
1 1 (33.33%) Systems Accountant
Libraries, Frameworks & Software Standards
1 1 (33.33%) IBM Integration Bus
1 1 (33.33%) Middleware
1 1 (33.33%) Oracle Fusion
1 1 (33.33%) XML
1 1 (33.33%) XSD
Processes & Methodologies
1 3 (100.00%) Validation
2 2 (66.67%) User Acceptance Testing
3 1 (33.33%) API Integration
3 1 (33.33%) Data Extraction
3 1 (33.33%) Data Integration
3 1 (33.33%) Data Modelling
3 1 (33.33%) E-Commerce
3 1 (33.33%) ERP
3 1 (33.33%) Event-Driven Architecture
3 1 (33.33%) High Availability
3 1 (33.33%) Information Management
3 1 (33.33%) Service Delivery
3 1 (33.33%) SOA
3 1 (33.33%) UML
Vendors
1 1 (33.33%) IBM
1 1 (33.33%) MuleSoft
1 1 (33.33%) Oracle
1 1 (33.33%) Sage