Period
to 19 November 2017

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 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Validation
England > London
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 805 783 845
Rank change year-on-year -22 +62 +18
Permanent jobs citing Data Validation 39 68 79
As % of all permanent IT jobs advertised in London 0.052% 0.090% 0.089%
As % of the Processes & Methodologies category 0.057% 0.099% 0.099%
Number of salaries quoted 23 48 66
London median annual salary £47,500 £58,750 £47,500
Median salary % change year-on-year -19.15% +23.68% -
10th Percentile £30,650 £42,125 £35,500
90th Percentile £75,000 £80,000 £79,125
England median annual salary £45,000 £42,500 £45,000
% change year-on-year +5.88% -5.56% +1.12%

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 London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 68400 68410 79775
As % of all permanent IT jobs advertised in London 91.62% 90.62% 89.57%
Number of salaries quoted 52517 58869 67204
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £35,000 £33,750 £33,000
90th Percentile £90,000 £88,750 £86,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Validation
Job Vacancy Trend in London

Job postings citing Data Validation as a percentage of all IT jobs advertised in London.

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 6 months to 19 November 2017.

Salary histogram for Data Validation in London

Data Validation
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Validation within the London region over the 6 months to 19 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
Central London +4 5 £47,500 -9.52%
Data Validation
England

For the 6 months to 19 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 London region with a requirement for Data Validation.

1 39 (100.00%) Validation
2 19 (48.72%) Agile Software Development
3 16 (41.03%) QA
4 14 (35.90%) Test Automation
5 13 (33.33%) Degree
5 13 (33.33%) C#
6 11 (28.21%) JIRA
6 11 (28.21%) Selenium
6 11 (28.21%) User Acceptance Testing
6 11 (28.21%) BDD
6 11 (28.21%) Functional Testing
7 10 (25.64%) Zephyr
7 10 (25.64%) Mentoring
7 10 (25.64%) Git (software)
7 10 (25.64%) Cucumber
7 10 (25.64%) SpecFlow
7 10 (25.64%) User Experience
7 10 (25.64%) BlazeMeter
7 10 (25.64%) Performance Testing
7 10 (25.64%) Test Management
7 10 (25.64%) System Testing
7 10 (25.64%) JMeter
7 10 (25.64%) Visual Studio
8 9 (23.08%) Android
8 9 (23.08%) Appium
8 9 (23.08%) Apple iOS
8 9 (23.08%) Coaching
8 9 (23.08%) Mobile App
9 8 (20.51%) SQL
10 7 (17.95%) Finance

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 2 (5.13%) Apache Spark
2 1 (2.56%) SAS
Applications
1 2 (5.13%) Microsoft Excel
1 2 (5.13%) SPSS
Business Applications
1 2 (5.13%) Salesforce.com CRM
2 1 (2.56%) Adobe Campaign
2 1 (2.56%) FastStats
2 1 (2.56%) Unica
Cloud Services
1 10 (25.64%) BlazeMeter
2 4 (10.26%) SaaS
3 2 (5.13%) Amazon AWS
4 1 (2.56%) BrowserStack
4 1 (2.56%) Microsoft Azure
4 1 (2.56%) Office 365
Communications & Networking
1 1 (2.56%) DHCP
1 1 (2.56%) DNS
1 1 (2.56%) HTTP
1 1 (2.56%) Kerberos
1 1 (2.56%) LDAP
1 1 (2.56%) Network Security
Database & Business Intelligence
1 3 (7.69%) Data Warehouse
1 3 (7.69%) Relational Database
2 2 (5.13%) Big Data
2 2 (5.13%) Hadoop
2 2 (5.13%) MongoDB
3 1 (2.56%) Apache Hive
3 1 (2.56%) Data Mining
3 1 (2.56%) HBase
3 1 (2.56%) Power BI
3 1 (2.56%) QlikView
3 1 (2.56%) SAS EBI
3 1 (2.56%) SQL Server
Development Applications
1 11 (28.21%) JIRA
1 11 (28.21%) Selenium
2 10 (25.64%) Cucumber
2 10 (25.64%) Git (software)
2 10 (25.64%) JMeter
2 10 (25.64%) SpecFlow
2 10 (25.64%) Visual Studio
2 10 (25.64%) Zephyr
3 9 (23.08%) Appium
4 2 (5.13%) Jenkins
5 1 (2.56%) Maven
5 1 (2.56%) TestRail
General
1 7 (17.95%) Finance
2 5 (12.82%) Marketing
3 4 (10.26%) Banking
3 4 (10.26%) Legal
4 3 (7.69%) Retail
5 1 (2.56%) Telecoms
Job Titles
1 22 (56.41%) Analyst
2 12 (30.77%) Test Analyst
3 11 (28.21%) Automation Test Analyst
4 10 (25.64%) Senior Analyst
4 10 (25.64%) Senior Test Analyst
5 9 (23.08%) Senior Automation Test Analyst
6 4 (10.26%) Product Manager
6 4 (10.26%) Senior Manager
6 4 (10.26%) Senior Product Manager
6 4 (10.26%) Systems Analyst
7 2 (5.13%) AML Business Analyst
7 2 (5.13%) Business Analyst
7 2 (5.13%) Consultant
7 2 (5.13%) Junior
7 2 (5.13%) Salesforce Consultant
7 2 (5.13%) Technology Director
8 1 (2.56%) 1st Line Service Desk Analyst
8 1 (2.56%) 2nd Line Desktop Support
8 1 (2.56%) Data Technician
8 1 (2.56%) Salesforce Technical Consultant
Libraries, Frameworks & Software Standards
1 3 (7.69%) .NET
1 3 (7.69%) HTML
1 3 (7.69%) JSON
1 3 (7.69%) Web Services
1 3 (7.69%) XML
2 2 (5.13%) CSS
2 2 (5.13%) jQuery
2 2 (5.13%) REST
2 2 (5.13%) SOAP
2 2 (5.13%) Visualforce
3 1 (2.56%) Pandas
Miscellaneous
1 10 (25.64%) User Experience
2 9 (23.08%) Mobile App
3 4 (10.26%) Analytical Skills
4 2 (5.13%) Computer Science
5 1 (2.56%) Algorithms
5 1 (2.56%) Client/Server
5 1 (2.56%) Data Centre
5 1 (2.56%) Fintech
Operating Systems
1 9 (23.08%) Android
1 9 (23.08%) Apple iOS
2 1 (2.56%) Linux
2 1 (2.56%) Windows
Processes & Methodologies
1 39 (100.00%) Validation
2 19 (48.72%) Agile Software Development
3 14 (35.90%) Test Automation
4 11 (28.21%) BDD
4 11 (28.21%) Functional Testing
4 11 (28.21%) User Acceptance Testing
5 10 (25.64%) Mentoring
5 10 (25.64%) Performance Testing
5 10 (25.64%) System Testing
5 10 (25.64%) Test Management
6 9 (23.08%) Coaching
7 7 (17.95%) Analytics
8 6 (15.38%) Data Management
8 6 (15.38%) Merchandise Planning
8 6 (15.38%) Planning and Forecasting
9 5 (12.82%) Data Analytics
9 5 (12.82%) Project Management
10 4 (10.26%) B2B
10 4 (10.26%) Information Security
10 4 (10.26%) Service Delivery
Programming Languages
1 13 (33.33%) C#
2 8 (20.51%) SQL
3 3 (7.69%) JavaScript
4 2 (5.13%) Apex Code
4 2 (5.13%) Python
4 2 (5.13%) SOQL
4 2 (5.13%) T-SQL
5 1 (2.56%) Java
5 1 (2.56%) MATLAB
5 1 (2.56%) R
5 1 (2.56%) Scala
5 1 (2.56%) VBA
Qualifications
1 13 (33.33%) Degree
2 2 (5.13%) Computer Science Degree
3 1 (2.56%) ISEB
3 1 (2.56%) ISTQB
3 1 (2.56%) Master's Degree
Quality Assurance & Compliance
1 16 (41.03%) QA
2 7 (17.95%) Data Quality
System Software
1 1 (2.56%) Active Directory
1 1 (2.56%) HDFS
Vendors
1 6 (15.38%) JDA
2 3 (7.69%) Salesforce.com
3 2 (5.13%) Microsoft
4 1 (2.56%) Adobe
4 1 (2.56%) Apteco
4 1 (2.56%) Datameer
4 1 (2.56%) Dell
4 1 (2.56%) IBM
4 1 (2.56%) Tableau