The table below looks at the statistics for Data Validation skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Data Validation over the 3 months to 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Data Validation
Rank 800 833 869
Rank change year-on-year
+33 +36
Permanent jobs citing Data Validation 61 101 85
As % of all permanent IT jobs located in England 0.072% 0.10% 0.079%
As % of the Processes & Methodologies category 0.081% 0.12% 0.092%
Number of salaries quoted 53 97 70
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £24,200 £30,600 £27,500
10% offered a salary of more than £70,000 £60,000 £60,000
UK excluding London median salary £34,000 £35,000 £38,000
% change year-on-year
-2.85% -7.89%
Data Validation
UK

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
75090 87054 92251
As % of all permanent IT jobs located in England 88.11% 87.52% 85.67%
Number of salaries quoted 62466 72704 76467
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year
- +2.04%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Validation
Jobs Demand Trend in England

The demand trend of job ads across the England 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 England

Data Validation
Salary Trend in England

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

Data Validation Salary Trend in England

Data Validation
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Data Validation across the England region over the 3 months to 5 December 2016.

Data Validation Salary Histogram in England

Data Validation
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Validation within the England region over the 3 months to 5 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
London +75 22 £70,000 +16.66% 5
North West - 14 £25,750 - 2
Yorkshire - 11 £45,000 -
South East +7 7 £40,000 -
West Midlands -6 5 £27,500 +10.00%
East of England -9 2 - - 1
Data Validation
UK

Data Validation
Top 30 Related IT Skills in England

For the 6 months to 5 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 England region with a requirement for Data Validation.

1 134 (100.00%) Validation
2 73 (54.48%) SQL
3 42 (31.34%) QA
4 41 (30.60%) Agile Software Development
4 41 (30.60%) Functional Testing
5 35 (26.12%) Regression Testing
6 34 (25.37%) Microsoft
7 31 (23.13%) SQL Server
8 30 (22.39%) Automated Testing
9 28 (20.90%) Analytics
10 27 (20.15%) Analytical Skills
10 27 (20.15%) Software Testing
11 24 (17.91%) Degree
12 23 (17.16%) Data Warehouse
13 22 (16.42%) Computer Science
13 22 (16.42%) SQL Server 2008
14 21 (15.67%) SQL Server 2012
14 21 (15.67%) Manual Testing
15 19 (14.18%) Selenium
16 18 (13.43%) Business Intelligence
16 18 (13.43%) Data Quality
17 17 (12.69%) Finance
17 17 (12.69%) Test Scripting
17 17 (12.69%) Continuous Integration
18 16 (11.94%) ETL
19 15 (11.19%) B2B
19 15 (11.19%) Project Management
19 15 (11.19%) Web Analytics
20 14 (10.45%) Logistics
20 14 (10.45%) EDI

Data Validation
Top Related IT Skills in England 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 7 (5.22%) SAS
2 3 (2.24%) SharePoint
3 1 (0.75%) Confluence
3 1 (0.75%) Oracle SOA Suite
Applications
1 12 (8.96%) MS Excel
2 6 (4.48%) SPSS
2 6 (4.48%) Stata
3 2 (1.49%) MS Office
3 2 (1.49%) MS PowerPoint
4 1 (0.75%) MS Project
Business Applications
1 4 (2.99%) FastStats
2 2 (1.49%) Dynamics NAV
3 1 (0.75%) Dynamics CRM
Cloud Services
1 6 (4.48%) Amazon AWS
2 3 (2.24%) AdWords
2 3 (2.24%) GitHub
2 3 (2.24%) Google Analytics
2 3 (2.24%) Google Tag Manager
3 2 (1.49%) Microsoft Azure
3 2 (1.49%) Office 365
4 1 (0.75%) SaaS
4 1 (0.75%) SuccessFactors
Communications & Networking
1 11 (8.21%) WAN
2 10 (7.46%) BGP
2 10 (7.46%) OSPF
2 10 (7.46%) SNMP
3 4 (2.99%) MPLS
4 3 (2.24%) HTTP
5 2 (1.49%) LAN
6 1 (0.75%) FTP
6 1 (0.75%) VLAN
6 1 (0.75%) VoIP
6 1 (0.75%) VPLS
Database & Business Intelligence
1 31 (23.13%) SQL Server
2 23 (17.16%) Data Warehouse
3 22 (16.42%) SQL Server 2008
4 21 (15.67%) SQL Server 2012
5 8 (5.97%) SQL Server Reporting Services
6 6 (4.48%) SQL Server Integration Services
7 5 (3.73%) Pentaho
7 5 (3.73%) QlikView
8 4 (2.99%) MySQL
8 4 (2.99%) Qlik Sense
9 3 (2.24%) Amazon RDS
9 3 (2.24%) Big Data
9 3 (2.24%) Mixpanel
9 3 (2.24%) NoSQL
9 3 (2.24%) PostgreSQL
9 3 (2.24%) SQL Server Analysis Services
10 2 (1.49%) Azure SQL Database
10 2 (1.49%) PowerPivot
10 2 (1.49%) Relational Database
10 2 (1.49%) Spotfire
Development Applications
1 19 (14.18%) Selenium
2 12 (8.96%) Git (software)
3 10 (7.46%) WebDriver
4 9 (6.72%) Appium
5 6 (4.48%) Team Foundation Server
6 5 (3.73%) NeoLoad
7 4 (2.99%) JIRA
7 4 (2.99%) TestComplete
8 3 (2.24%) Jenkins
8 3 (2.24%) Subversion
9 1 (0.75%) ERwin
9 1 (0.75%) HP UFT
9 1 (0.75%) Talend Open Studio
General
1 17 (12.69%) Finance
2 12 (8.96%) Marketing
2 12 (8.96%) Retail
3 3 (2.24%) Banking
3 3 (2.24%) Financial Institution
3 3 (2.24%) Front Office
4 2 (1.49%) Automotive
4 2 (1.49%) Back Office
4 2 (1.49%) Investment Banking
4 2 (1.49%) Retail Banking
5 1 (0.75%) Publishing
5 1 (0.75%) Telecoms
Job Titles
1 57 (42.54%) Analyst
2 21 (15.67%) Tester
3 20 (14.93%) Test Analyst
4 15 (11.19%) Senior Analyst
5 14 (10.45%) QA Analyst
6 12 (8.96%) Applications Tester
6 12 (8.96%) Business Analyst
6 12 (8.96%) Data Business Analyst
6 12 (8.96%) QA Test Analyst
7 10 (7.46%) SQL Analyst
8 9 (6.72%) Data Analyst
8 9 (6.72%) Selenium Test Analyst
8 9 (6.72%) Senior QA Analyst
8 9 (6.72%) Senior QA Test Analyst
8 9 (6.72%) Senior Test Analyst
9 8 (5.97%) 1st/2nd Line Support
9 8 (5.97%) 2nd Line Support
9 8 (5.97%) QA Leader
10 7 (5.22%) Automation Tester
10 7 (5.22%) Support Analyst
Libraries, Frameworks & Software Standards
1 14 (10.45%) EDI
2 12 (8.96%) RESTful
3 6 (4.48%) XML
4 5 (3.73%) .NET
5 3 (2.24%) FIX Protocol
5 3 (2.24%) HTML
5 3 (2.24%) jQuery
6 2 (1.49%) COM
6 2 (1.49%) CSS
6 2 (1.49%) Mason
6 2 (1.49%) Visualforce
7 1 (0.75%) AngularJS
7 1 (0.75%) HTML5
7 1 (0.75%) JSON
7 1 (0.75%) Node.js
7 1 (0.75%) Oracle Fusion
7 1 (0.75%) REST
7 1 (0.75%) SOAP
7 1 (0.75%) Web Services
7 1 (0.75%) XBRL
Miscellaneous
1 27 (20.15%) Analytical Skills
2 22 (16.42%) Computer Science
3 12 (8.96%) Mobile App
4 10 (7.46%) Management Information System
4 10 (7.46%) Wiki
5 8 (5.97%) Economics
5 8 (5.97%) Mathematics
6 7 (5.22%) Statistics
6 7 (5.22%) Visualisation
7 6 (4.48%) Neural Network
8 5 (3.73%) Data Integration
8 5 (3.73%) Data Structures
8 5 (3.73%) Driving Licence
8 5 (3.73%) Performance Metrics
9 4 (2.99%) Data Extraction
10 3 (2.24%) Data Centre
10 3 (2.24%) Smart Home
10 3 (2.24%) Virtual Team
11 2 (1.49%) Reference Data
11 2 (1.49%) User Experience
Operating Systems
1 7 (5.22%) Unix
2 4 (2.99%) Linux
3 3 (2.24%) Solaris
3 3 (2.24%) Windows
4 2 (1.49%) Android
4 2 (1.49%) Apple iOS
5 1 (0.75%) AIX
5 1 (0.75%) Red Hat Enterprise Linux
Processes & Methodologies
1 134 (100.00%) Validation
2 41 (30.60%) Agile Software Development
2 41 (30.60%) Functional Testing
3 35 (26.12%) Regression Testing
4 30 (22.39%) Automated Testing
5 28 (20.90%) Analytics
6 27 (20.15%) Software Testing
7 21 (15.67%) Manual Testing
8 18 (13.43%) Business Intelligence
9 17 (12.69%) Continuous Integration
9 17 (12.69%) Test Scripting
10 16 (11.94%) ETL
11 15 (11.19%) B2B
11 15 (11.19%) Project Management
11 15 (11.19%) Web Analytics
12 14 (10.45%) Logistics
13 13 (9.70%) Data Management
13 13 (9.70%) Defect Management
13 13 (9.70%) Performance Testing
13 13 (9.70%) Release Management
Programming Languages
1 73 (54.48%) SQL
2 14 (10.45%) Python
3 13 (9.70%) VBA
4 12 (8.96%) JavaScript
5 10 (7.46%) C#
6 7 (5.22%) R
7 6 (4.48%) MATLAB
8 5 (3.73%) Java
9 4 (2.99%) VBScript
10 3 (2.24%) VB
11 2 (1.49%) Apex Code
11 2 (1.49%) T-SQL
12 1 (0.75%) Perl
12 1 (0.75%) Shell Script
Qualifications
1 24 (17.91%) Degree
2 9 (6.72%) ISEB
2 9 (6.72%) ISTQB
3 1 (0.75%) CCNA
3 1 (0.75%) Cisco Certification
3 1 (0.75%) MCSE
3 1 (0.75%) Microsoft Certification
3 1 (0.75%) PhD
Quality Assurance & Compliance
1 42 (31.34%) QA
2 18 (13.43%) Data Quality
3 10 (7.46%) SLA
4 1 (0.75%) PMBOK
System Software
1 1 (0.75%) Tivoli Workload Scheduler
Systems Management
1 1 (0.75%) Tivoli
Vendors
1 34 (25.37%) Microsoft
2 11 (8.21%) Cisco
3 10 (7.46%) Extreme Networks
3 10 (7.46%) Juniper
4 8 (5.97%) Salesforce.com
5 6 (4.48%) Google
5 6 (4.48%) Informatica
5 6 (4.48%) Oracle
6 3 (2.24%) Crazy Egg
6 3 (2.24%) Omniture
6 3 (2.24%) Optimizely
6 3 (2.24%) Tableau
7 2 (1.49%) Bloomberg
7 2 (1.49%) Charles River
7 2 (1.49%) Cognos
8 1 (0.75%) Civica
8 1 (0.75%) Netezza
8 1 (0.75%) Northgate
8 1 (0.75%) Siebel
8 1 (0.75%) Teradata
City, London
Quant Capital
Salary: Up to £35,000 per annum Bonus Medical Pension
Posted: 3 days ago
Cheshire
Computer People
Posted: 3 days ago
London
Lorien Resourcing
Salary: Excellent Benefits & Bonus
Posted: 3 days ago