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

Data Validation
England / London
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 600 570 636
Rank change year-on-year -30 +66  
Permanent jobs citing Data Validation 15 62 52
As % of all permanent IT jobs advertised in London 0.041% 0.15% 0.12%
As % of the Processes & Methodologies category 0.045% 0.17% 0.13%
Number of salaries quoted 9 43 45
Median salary £39,000 £60,000 £75,000
Median salary % change year-on-year -35.00% -20.00%  
90% offered a salary of more than £33,300 £37,500 £37,500
10% offered a salary of more than £56,000 £80,000 £80,000
UK excluding London median salary £41,500 £37,500 £40,000
% change year-on-year +10.66% -6.25%  

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 London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 33344 36271 39963
As % of all permanent IT job vacancies advertised in London 91.04% 90.64% 89.00%
Number of salaries quoted 26631 31401 33562
Median salary £61,500 £60,000 £57,500
Median salary % change year-on-year +2.50% +4.34%  
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Validation
Job Vacancy Trend in London

The job posting trend of jobs advertised in London 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 London

Data Validation
Salary Trend in London

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

Salary trend for Data Validation in London

Data Validation
Salary Histogram in London

The salary distribution of IT jobs citing Data Validation in London over the 3 months to 23 June 2017.

Salary histogram for Data Validation in London

For the 6 months to 23 June 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 London region with a requirement for Data Validation.

1 35 (100.00%) Validation
2 13 (37.14%) Degree
3 12 (34.29%) Agile Software Development
3 12 (34.29%) SQL
4 10 (28.57%) Project Management
4 10 (28.57%) QA
4 10 (28.57%) Test Automation
4 10 (28.57%) Analytics
5 9 (25.71%) Performance Testing
5 9 (25.71%) Functional Testing
5 9 (25.71%) Finance
6 8 (22.86%) Computer Science
6 8 (22.86%) Git (software)
7 7 (20.00%) Continuous Integration
7 7 (20.00%) Data Analysis
7 7 (20.00%) C#
8 6 (17.14%) .NET
8 6 (17.14%) Visual Studio
8 6 (17.14%) Banking
8 6 (17.14%) Selenium
8 6 (17.14%) System Testing
8 6 (17.14%) Test Strategy
8 6 (17.14%) Data Quality
8 6 (17.14%) User Experience
8 6 (17.14%) Analytical Skills
8 6 (17.14%) Computer Science Degree
9 5 (14.29%) BrowserStack
9 5 (14.29%) AppVeyor
9 5 (14.29%) WebDriver
9 5 (14.29%) Tableau

Data Validation
Co-occurring IT Skills in London 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 3 (8.57%) Apache Spark
2 1 (2.86%) Confluence
Applications
1 3 (8.57%) Microsoft Excel
2 1 (2.86%) Microsoft Office
2 1 (2.86%) Microsoft PowerPoint
2 1 (2.86%) Spreadsheet
Business Applications
1 2 (5.71%) Salesforce.com CRM
2 1 (2.86%) Eagle PACE
2 1 (2.86%) Oracle General Ledger
Cloud Services
1 5 (14.29%) BrowserStack
2 2 (5.71%) SaaS
3 1 (2.86%) FinancialForce.com
3 1 (2.86%) Office 365
3 1 (2.86%) PaaS
Communications & Networking
1 1 (2.86%) DHCP
1 1 (2.86%) DNS
1 1 (2.86%) HTTP
1 1 (2.86%) Kerberos
1 1 (2.86%) LDAP
1 1 (2.86%) Network Security
Database & Business Intelligence
1 4 (11.43%) Big Data
2 3 (8.57%) Hadoop
3 2 (5.71%) Data Warehouse
3 2 (5.71%) Relational Database
3 2 (5.71%) SQL Server
3 2 (5.71%) SQL Server Integration Services
3 2 (5.71%) SQL Server Reporting Services
4 1 (2.86%) Apache Hive
4 1 (2.86%) HBase
4 1 (2.86%) MySQL
4 1 (2.86%) Oracle Discoverer
4 1 (2.86%) Power BI
4 1 (2.86%) SQL Server 2005
4 1 (2.86%) SQL Server 2008
4 1 (2.86%) SQL Server Analysis Services
Development Applications
1 8 (22.86%) Git (software)
2 6 (17.14%) Selenium
2 6 (17.14%) Visual Studio
3 5 (14.29%) AppVeyor
3 5 (14.29%) WebDriver
4 2 (5.71%) Appium
4 2 (5.71%) Cucumber
4 2 (5.71%) JIRA
5 1 (2.86%) JMeter
5 1 (2.86%) LoadRunner
5 1 (2.86%) SpecFlow
5 1 (2.86%) Zephyr
General
1 9 (25.71%) Finance
2 6 (17.14%) Banking
3 3 (8.57%) Retail
4 1 (2.86%) General Ledger
4 1 (2.86%) Legal
4 1 (2.86%) Marketing
Job Titles
1 18 (51.43%) Analyst
2 7 (20.00%) Senior Analyst
3 6 (17.14%) Test Analyst
4 5 (14.29%) Senior Test Analyst
5 3 (8.57%) Automation Test Analyst
5 3 (8.57%) Consultant
5 3 (8.57%) Data Analyst
5 3 (8.57%) QA Analyst
5 3 (8.57%) QA Test Analyst
5 3 (8.57%) Selenium Test Analyst
5 3 (8.57%) Senior QA Analyst
5 3 (8.57%) Senior QA Test Analyst
5 3 (8.57%) SQL Analyst
6 2 (5.71%) Data Engineer
6 2 (5.71%) Salesforce Consultant
6 2 (5.71%) Senior Automation Test Analyst
6 2 (5.71%) Software Deployment Engineer
6 2 (5.71%) SQL Data Analyst
6 2 (5.71%) Support Analyst
6 2 (5.71%) Systems Analyst
Libraries, Frameworks & Software Standards
1 6 (17.14%) .NET
2 5 (14.29%) WPF
3 4 (11.43%) XML
4 3 (8.57%) HTML
4 3 (8.57%) JSON
4 3 (8.57%) Visualforce
5 2 (5.71%) CSS
5 2 (5.71%) jQuery
5 2 (5.71%) REST
5 2 (5.71%) RESTful
5 2 (5.71%) SOAP
5 2 (5.71%) Web Services
6 1 (2.86%) EDI
6 1 (2.86%) Gherkin
6 1 (2.86%) MDX
6 1 (2.86%) Middleware
6 1 (2.86%) Oracle Fusion
Miscellaneous
1 8 (22.86%) Computer Science
2 6 (17.14%) Analytical Skills
2 6 (17.14%) User Experience
3 4 (11.43%) Mobile App
4 3 (8.57%) Fintech
5 2 (5.71%) Greenfield Project
5 2 (5.71%) Management Information System
6 1 (2.86%) Credit Risk
6 1 (2.86%) Data Centre
6 1 (2.86%) Mobile Banking
6 1 (2.86%) Reinsurance
Operating Systems
1 2 (5.71%) Linux
2 1 (2.86%) Android
2 1 (2.86%) Apple iOS
2 1 (2.86%) Windows
Processes & Methodologies
1 35 (100.00%) Validation
2 12 (34.29%) Agile Software Development
3 10 (28.57%) Analytics
3 10 (28.57%) Project Management
3 10 (28.57%) Test Automation
4 9 (25.71%) Functional Testing
4 9 (25.71%) Performance Testing
5 7 (20.00%) Continuous Integration
5 7 (20.00%) Data Analysis
6 6 (17.14%) System Testing
6 6 (17.14%) Test Strategy
7 5 (14.29%) Business Intelligence
7 5 (14.29%) Data Management
7 5 (14.29%) MVC
7 5 (14.29%) Regression Testing
8 4 (11.43%) Business Analysis
8 4 (11.43%) Data Modelling
8 4 (11.43%) ETL
8 4 (11.43%) Migration
8 4 (11.43%) Visualisation
Programming Languages
1 12 (34.29%) SQL
2 7 (20.00%) C#
3 5 (14.29%) JavaScript
4 3 (8.57%) Apex Code
5 2 (5.71%) Bash Shell
5 2 (5.71%) Python
5 2 (5.71%) SOQL
6 1 (2.86%) ActionScript
6 1 (2.86%) C++
6 1 (2.86%) Java
6 1 (2.86%) T-SQL
Qualifications
1 13 (37.14%) Degree
2 6 (17.14%) Computer Science Degree
3 5 (14.29%) ISEB
3 5 (14.29%) ISTQB
4 1 (2.86%) CIMA
Quality Assurance & Compliance
1 10 (28.57%) QA
2 6 (17.14%) Data Quality
3 1 (2.86%) GDPR
3 1 (2.86%) PMO
System Software
1 1 (2.86%) Active Directory
1 1 (2.86%) HDFS
Vendors
1 5 (14.29%) Salesforce.com
1 5 (14.29%) Tableau
2 4 (11.43%) JDA
2 4 (11.43%) Microsoft
3 3 (8.57%) Oracle
4 2 (5.71%) Alteryx
4 2 (5.71%) Splunk
5 1 (2.86%) Datameer
5 1 (2.86%) Dell
5 1 (2.86%) GoldenSource
5 1 (2.86%) HP
5 1 (2.86%) SAP
City, London
Best Practice Talent Solutions
Salary: From £25,000 to £35,000 per annum + health + pension + fast track prom
Posted: 2 days ago
City of London
Talent Point
Salary: £55000.00 - £65000.00 per annum
Posted: 17 days ago