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 30 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jun 2016
Same period 2015 Same period 2014
Data Validation
Rank 796 837 864
Rank change year-on-year
+41 +27
Permanent jobs citing Data Validation 101 101 117
As % of all permanent IT jobs located in England 0.11% 0.098% 0.10%
As % of the Processes & Methodologies category 0.13% 0.11% 0.12%
Number of salaries quoted 78 81 81
Median salary £45,000 £47,500 £40,000
Median salary % change year-on-year
-5.26% +18.75%
90% offered a salary of more than £30,700 £35,000 £31,000
10% offered a salary of more than £75,000 £80,000 £60,000
UK excluding London median salary £35,000 £42,500 £32,000
% change year-on-year
-17.64% +32.81%
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
80602 89745 96338
As % of all permanent IT jobs located in England 87.96% 86.74% 85.54%
Number of salaries quoted 68224 74178 78753
Median salary £50,000 £50,000 £49,500
Median salary % change year-on-year
- +1.01%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £74,000 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 30 June 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 30 June 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 +33 62 £60,000 -11.11% 4
South East +27 15 £35,000 -18.60% 1
Yorkshire +30 9 £50,000 +110.52%
West Midlands -8 7 £25,000 -
South West +17 4 - -
North West - 3 £20,250 - 1
East Midlands +7 1 £56,500 - 1
Data Validation
UK

Data Validation
Top 30 Related IT Skills in England

For the 6 months to 30 June 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.

1 210 (100.00%) Validation
2 118 (56.19%) SQL
3 74 (35.24%) ETL
4 68 (32.38%) Agile Software Development
5 64 (30.48%) Finance
6 61 (29.05%) Data Warehouse
6 61 (29.05%) SQL Server
7 57 (27.14%) Business Intelligence
8 56 (26.67%) Microsoft
8 56 (26.67%) QA
9 45 (21.43%) Oracle
9 45 (21.43%) Functional Testing
10 44 (20.95%) MS Excel
11 42 (20.00%) SQL Server Integration Services
12 38 (18.10%) Selenium
13 36 (17.14%) XML
13 36 (17.14%) Analytical Skills
14 34 (16.19%) Software Testing
15 32 (15.24%) SQL Server Reporting Services
15 32 (15.24%) Data Modelling
15 32 (15.24%) SQL Server 2008
16 30 (14.29%) Java
17 28 (13.33%) Data Quality
18 25 (11.90%) Unix
19 23 (10.95%) Regression Testing
19 23 (10.95%) Integration Testing
20 22 (10.48%) Relational Database
20 22 (10.48%) VBA
21 21 (10.00%) Performance Tuning
21 21 (10.00%) SQL Server 2012

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 13 (6.19%) SharePoint
2 6 (2.86%) Tomcat
3 5 (2.38%) SAS
4 4 (1.90%) PowerExchange
5 2 (0.95%) WebLogic
6 1 (0.48%) IIS
Applications
1 44 (20.95%) MS Excel
2 6 (2.86%) Spreadsheet
3 3 (1.43%) MS PowerPoint
4 1 (0.48%) MS Office
Business Applications
1 4 (1.90%) Eagle PACE
1 4 (1.90%) Markit EDM
2 3 (1.43%) Dynamics NAV
3 2 (0.95%) Unit4 Business World
4 1 (0.48%) Dynamics AX
4 1 (0.48%) Hyperion Planning
4 1 (0.48%) Oracle Assets
4 1 (0.48%) Oracle EBS R12
4 1 (0.48%) Oracle ERP
4 1 (0.48%) Oracle General Ledger
4 1 (0.48%) Oracle Payables
4 1 (0.48%) Oracle Receivables
Cloud Services
1 10 (4.76%) Amazon AWS
2 6 (2.86%) GitHub
3 3 (1.43%) Microsoft Azure
4 2 (0.95%) Rackspace Cloud
5 1 (0.48%) SaaS
Communications & Networking
1 8 (3.81%) WAN
2 7 (3.33%) BGP
2 7 (3.33%) OSPF
2 7 (3.33%) SNMP
3 6 (2.86%) HTTP
4 4 (1.90%) Internet
4 4 (1.90%) VoIP
Database & Business Intelligence
1 61 (29.05%) Data Warehouse
1 61 (29.05%) SQL Server
2 42 (20.00%) SQL Server Integration Services
3 32 (15.24%) SQL Server 2008
3 32 (15.24%) SQL Server Reporting Services
4 22 (10.48%) Relational Database
5 21 (10.00%) SQL Server 2012
6 18 (8.57%) SQL Server Analysis Services
7 14 (6.67%) SQL Server 2005
8 13 (6.19%) Data Mining
8 13 (6.19%) Oracle Reports
9 11 (5.24%) DB2
9 11 (5.24%) MS Access
9 11 (5.24%) PowerPivot
10 8 (3.81%) Enterprise Data Warehouse
10 8 (3.81%) OLAP
10 8 (3.81%) OLAP Cube
10 8 (3.81%) Oracle ODI
10 8 (3.81%) RDBMS
11 7 (3.33%) BusinessObjects
Development Applications
1 38 (18.10%) Selenium
2 15 (7.14%) Jenkins
3 14 (6.67%) WebDriver
4 13 (6.19%) Team Foundation Server
5 12 (5.71%) ERwin
6 11 (5.24%) NeoLoad
7 9 (4.29%) Cucumber
8 8 (3.81%) Appium
8 8 (3.81%) JIRA
8 8 (3.81%) Talend Open Studio
9 6 (2.86%) Subversion
10 5 (2.38%) Hudson
11 4 (1.90%) Calabash
11 4 (1.90%) Eclipse
11 4 (1.90%) JMeter
12 3 (1.43%) PowerDesigner
13 1 (0.48%) HP UFT
General
1 64 (30.48%) Finance
2 18 (8.57%) Banking
3 16 (7.62%) Marketing
4 13 (6.19%) Retail
5 11 (5.24%) Front Office
6 10 (4.76%) Financial Institution
7 8 (3.81%) Telecoms
8 6 (2.86%) Investment Banking
9 5 (2.38%) Automotive
10 3 (1.43%) Legal
10 3 (1.43%) Multimedia
11 2 (0.95%) Back Office
11 2 (0.95%) Local Government
12 1 (0.48%) Games
12 1 (0.48%) Law
12 1 (0.48%) Manufacturing
Job Titles
1 106 (50.48%) Analyst
2 47 (22.38%) Developer
3 37 (17.62%) Test Analyst
4 35 (16.67%) Data Analyst
5 24 (11.43%) Automation Test Analyst
6 22 (10.48%) QA Analyst
7 21 (10.00%) Business Analyst
8 18 (8.57%) SQL Analyst
9 17 (8.10%) Data Business Analyst
9 17 (8.10%) SQL Developer
10 16 (7.62%) QA Test Analyst
11 15 (7.14%) Business Intelligence Developer
11 15 (7.14%) Excel Developer
11 15 (7.14%) Quality Analyst
12 13 (6.19%) Manual Test Analyst
12 13 (6.19%) SSIS Developer
13 12 (5.71%) Architect
13 12 (5.71%) Data Architect
13 12 (5.71%) Senior Analyst
14 11 (5.24%) Tester
Libraries, Frameworks & Software Standards
1 36 (17.14%) XML
2 20 (9.52%) Web Services
3 13 (6.19%) .NET
4 11 (5.24%) MDX
5 10 (4.76%) Middleware
6 9 (4.29%) J2EE
6 9 (4.29%) XSD
7 8 (3.81%) XBRL
7 8 (3.81%) XSLT
8 7 (3.33%) JSON
9 6 (2.86%) .NET Framework
9 6 (2.86%) FIX Protocol
10 5 (2.38%) JMS
10 5 (2.38%) Swing
10 5 (2.38%) WS-I
11 4 (1.90%) EDI
11 4 (1.90%) Gherkin
12 3 (1.43%) CSS
12 3 (1.43%) Drools
12 3 (1.43%) HTML
Miscellaneous
1 36 (17.14%) Analytical Skills
2 19 (9.05%) Management Information System
3 15 (7.14%) Fixed Income
4 14 (6.67%) Computer Science
5 12 (5.71%) Derivative
5 12 (5.71%) Equities
5 12 (5.71%) Reference Data
5 12 (5.71%) Visualisation
6 9 (4.29%) Performance Metrics
7 8 (3.81%) Replication
8 7 (3.33%) Data Extraction
8 7 (3.33%) Wiki
9 6 (2.86%) Data Integration
9 6 (2.86%) Taxonomies
10 5 (2.38%) Data Centre
10 5 (2.38%) Mathematics
10 5 (2.38%) Statistics
11 4 (1.90%) Driving Licence
11 4 (1.90%) Mobile App
11 4 (1.90%) Pricing Data
Operating Systems
1 25 (11.90%) Unix
2 7 (3.33%) Linux
3 6 (2.86%) Android
3 6 (2.86%) Apple iOS
3 6 (2.86%) Solaris
3 6 (2.86%) Windows
Processes & Methodologies
1 210 (100.00%) Validation
2 74 (35.24%) ETL
3 68 (32.38%) Agile Software Development
4 57 (27.14%) Business Intelligence
5 45 (21.43%) Functional Testing
6 34 (16.19%) Software Testing
7 32 (15.24%) Data Modelling
8 23 (10.95%) Integration Testing
8 23 (10.95%) Regression Testing
9 21 (10.00%) Performance Tuning
10 20 (9.52%) Data Management
11 19 (9.05%) Data Migration
11 19 (9.05%) Kimball Methodology
11 19 (9.05%) Migration
11 19 (9.05%) Workflow
12 18 (8.57%) Automated Testing
13 17 (8.10%) CRM
13 17 (8.10%) Test Scripting
14 16 (7.62%) Business Analysis
15 15 (7.14%) Change Management
Programming Languages
1 118 (56.19%) SQL
2 30 (14.29%) Java
3 22 (10.48%) VBA
4 18 (8.57%) JavaScript
5 14 (6.67%) C#
6 13 (6.19%) T-SQL
7 12 (5.71%) Python
8 9 (4.29%) Shell Script
9 5 (2.38%) Ruby
10 4 (1.90%) PHP
11 3 (1.43%) Perl
11 3 (1.43%) VB
12 2 (0.95%) Apex Code
12 2 (0.95%) AWK
12 2 (0.95%) Korn
12 2 (0.95%) sed
13 1 (0.48%) C++
13 1 (0.48%) PL/SQL
13 1 (0.48%) PowerShell
13 1 (0.48%) X++
Qualifications
1 15 (7.14%) Degree
2 4 (1.90%) ISEB
2 4 (1.90%) ISTQB
3 2 (0.95%) CIPD
4 1 (0.48%) PhD
Quality Assurance & Compliance
1 56 (26.67%) QA
2 28 (13.33%) Data Quality
3 9 (4.29%) SLA
4 5 (2.38%) HL7
5 2 (0.95%) ISO 9001
System Software
1 2 (0.95%) VMware Infrastructure
Vendors
1 56 (26.67%) Microsoft
2 45 (21.43%) Oracle
3 14 (6.67%) Informatica
4 9 (4.29%) Bloomberg
4 9 (4.29%) Charles River
5 8 (3.81%) Cisco
5 8 (3.81%) Juniper
5 8 (3.81%) Talend
6 7 (3.33%) Extreme Networks
7 6 (2.86%) Salesforce.com
7 6 (2.86%) Sybase
7 6 (2.86%) Tableau
8 4 (1.90%) Civica
8 4 (1.90%) Google
8 4 (1.90%) Northgate
8 4 (1.90%) Omniture
8 4 (1.90%) Orchard
9 3 (1.43%) Sagent
10 2 (0.95%) Cognos
10 2 (0.95%) Murex
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