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 28 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 May 2016
Same period 2015 Same period 2014
Data Validation
Rank 797 830 857
Rank change year-on-year
+33 +27
Permanent jobs citing Data Validation 109 99 115
As % of all permanent IT jobs located in England 0.12% 0.098% 0.10%
As % of the Processes & Methodologies category 0.13% 0.11% 0.12%
Number of salaries quoted 85 74 71
Median salary £40,000 £45,000 £40,000
Median salary % change year-on-year
-11.11% +12.50%
90% offered a salary of more than £26,900 £32,950 £31,000
10% offered a salary of more than £69,000 £80,000 £65,000
UK excluding London median salary £37,500 £40,000 £32,000
% change year-on-year
-6.25% +25.00%
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
82018 86883 94394
As % of all permanent IT jobs located in England 87.93% 86.25% 85.41%
Number of salaries quoted 69177 71402 77409
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,000 £31,500
10% offered a salary of more than £77,500 £72,500 £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 28 May 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 28 May 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 +55 63 £50,000 -25.92% 3
Yorkshire +19 16 £50,000 +233.33% 1
South East +2 16 £35,000 -18.60% 1
North West +22 5 £20,000 -9.09%
West Midlands -11 5 £40,000 +66.66% 1
South West +4 3 - -
East of England +29 1 £37,500 -14.28% 1
Data Validation
UK

Data Validation
Top 30 Related IT Skills in England

For the 6 months to 28 May 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.

1 215 (100.00%) Validation
2 119 (55.35%) SQL
3 77 (35.81%) ETL
4 68 (31.63%) Finance
5 64 (29.77%) Data Warehouse
6 63 (29.30%) SQL Server
7 61 (28.37%) Microsoft
7 61 (28.37%) Agile Software Development
8 58 (26.98%) MS Excel
9 56 (26.05%) QA
10 55 (25.58%) Business Intelligence
11 49 (22.79%) Oracle
12 45 (20.93%) SQL Server Integration Services
12 45 (20.93%) Functional Testing
13 42 (19.53%) XML
14 40 (18.60%) Analytical Skills
15 35 (16.28%) SQL Server 2008
15 35 (16.28%) Selenium
16 33 (15.35%) SQL Server Reporting Services
16 33 (15.35%) Software Testing
16 33 (15.35%) Data Modelling
17 28 (13.02%) Banking
18 27 (12.56%) Java
19 26 (12.09%) Web Services
19 26 (12.09%) Data Quality
20 25 (11.63%) Performance Tuning
20 25 (11.63%) Relational Database
21 24 (11.16%) Kimball Methodology
22 23 (10.70%) Management Information System
23 22 (10.23%) Data Management

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 15 (6.98%) SharePoint
2 10 (4.65%) SAS
3 6 (2.79%) Tomcat
4 3 (1.40%) PowerExchange
5 2 (0.93%) WebLogic
6 1 (0.47%) IIS
Applications
1 58 (26.98%) MS Excel
2 8 (3.72%) Spreadsheet
3 7 (3.26%) MS PowerPoint
4 5 (2.33%) MS Office
5 4 (1.86%) MS Visio
Business Applications
1 4 (1.86%) Eagle PACE
1 4 (1.86%) Markit EDM
2 3 (1.40%) Dynamics NAV
3 2 (0.93%) Unit4 Business World
4 1 (0.47%) Dynamics AX
4 1 (0.47%) Hyperion Planning
4 1 (0.47%) Oracle Assets
4 1 (0.47%) Oracle EBS R12
4 1 (0.47%) Oracle ERP
4 1 (0.47%) Oracle General Ledger
4 1 (0.47%) Oracle Payables
4 1 (0.47%) Oracle Receivables
Cloud Services
1 2 (0.93%) Amazon AWS
1 2 (0.93%) GitHub
1 2 (0.93%) Microsoft Azure
1 2 (0.93%) Rackspace Cloud
2 1 (0.47%) SaaS
Communications & Networking
1 8 (3.72%) WAN
2 7 (3.26%) BGP
2 7 (3.26%) OSPF
2 7 (3.26%) SNMP
3 6 (2.79%) VoIP
4 4 (1.86%) Internet
5 2 (0.93%) HTTP
Database & Business Intelligence
1 64 (29.77%) Data Warehouse
2 63 (29.30%) SQL Server
3 45 (20.93%) SQL Server Integration Services
4 35 (16.28%) SQL Server 2008
5 33 (15.35%) SQL Server Reporting Services
6 25 (11.63%) Relational Database
7 21 (9.77%) MS Access
7 21 (9.77%) SQL Server 2012
8 19 (8.84%) SQL Server Analysis Services
9 18 (8.37%) SQL Server 2005
10 13 (6.05%) Oracle Reports
11 12 (5.58%) BusinessObjects
11 12 (5.58%) DB2
11 12 (5.58%) PowerPivot
12 11 (5.12%) Data Mining
13 10 (4.65%) Enterprise Data Warehouse
13 10 (4.65%) Oracle ODI
13 10 (4.65%) RDBMS
14 7 (3.26%) OLAP
14 7 (3.26%) OLAP Cube
Development Applications
1 35 (16.28%) Selenium
2 14 (6.51%) ERwin
3 12 (5.58%) Team Foundation Server
4 11 (5.12%) Jenkins
4 11 (5.12%) WebDriver
5 10 (4.65%) Talend Open Studio
6 9 (4.19%) Cucumber
6 9 (4.19%) NeoLoad
7 6 (2.79%) Appium
8 5 (2.33%) Hudson
9 4 (1.86%) Calabash
9 4 (1.86%) Eclipse
9 4 (1.86%) JIRA
9 4 (1.86%) JMeter
10 3 (1.40%) PowerDesigner
11 2 (0.93%) Subversion
General
1 68 (31.63%) Finance
2 28 (13.02%) Banking
3 18 (8.37%) Marketing
4 14 (6.51%) Telecoms
5 12 (5.58%) Retail
6 8 (3.72%) Front Office
7 7 (3.26%) Financial Institution
8 6 (2.79%) Investment Banking
9 5 (2.33%) Automotive
9 5 (2.33%) Multimedia
10 3 (1.40%) Legal
11 2 (0.93%) Back Office
11 2 (0.93%) Local Government
12 1 (0.47%) Games
12 1 (0.47%) Law
12 1 (0.47%) Manufacturing
Job Titles
1 108 (50.23%) Analyst
2 53 (24.65%) Developer
3 35 (16.28%) Data Analyst
3 35 (16.28%) Test Analyst
4 22 (10.23%) Automation Test Analyst
5 21 (9.77%) QA Analyst
5 21 (9.77%) SQL Developer
6 19 (8.84%) Business Analyst
7 18 (8.37%) Business Intelligence Developer
7 18 (8.37%) SQL Analyst
8 17 (7.91%) Excel Developer
8 17 (7.91%) SSIS Developer
9 15 (6.98%) SQL Server Developer
9 15 (6.98%) XML Developer
10 14 (6.51%) Architect
10 14 (6.51%) Data Architect
10 14 (6.51%) Data Business Analyst
10 14 (6.51%) Quality Analyst
11 13 (6.05%) Manual Test Analyst
12 12 (5.58%) QA Test Analyst
Libraries, Frameworks & Software Standards
1 42 (19.53%) XML
2 26 (12.09%) Web Services
3 13 (6.05%) .NET
4 12 (5.58%) MDX
4 12 (5.58%) Middleware
5 11 (5.12%) XSD
6 10 (4.65%) XBRL
6 10 (4.65%) XSLT
7 9 (4.19%) J2EE
7 9 (4.19%) JSON
8 7 (3.26%) JMS
8 7 (3.26%) WS-I
9 6 (2.79%) .NET Framework
10 5 (2.33%) Swing
11 4 (1.86%) Gherkin
11 4 (1.86%) NumPy
11 4 (1.86%) SciPy
11 4 (1.86%) Visualforce
12 3 (1.40%) Drools
12 3 (1.40%) HTML
Miscellaneous
1 40 (18.60%) Analytical Skills
2 23 (10.70%) Management Information System
3 13 (6.05%) Visualisation
4 12 (5.58%) Computer Science
4 12 (5.58%) Fixed Income
5 10 (4.65%) Replication
6 9 (4.19%) Derivative
6 9 (4.19%) Equities
6 9 (4.19%) Reference Data
7 8 (3.72%) Data Integration
7 8 (3.72%) Mathematics
7 8 (3.72%) Statistics
7 8 (3.72%) Taxonomies
8 7 (3.26%) Data Centre
8 7 (3.26%) Data Extraction
8 7 (3.26%) Wiki
9 6 (2.79%) Credit Risk
10 4 (1.86%) Algorithms
10 4 (1.86%) Mobile App
10 4 (1.86%) Performance Metrics
Operating Systems
1 19 (8.84%) Unix
2 7 (3.26%) Linux
3 5 (2.33%) Android
3 5 (2.33%) Apple iOS
4 2 (0.93%) Solaris
4 2 (0.93%) Windows
Processes & Methodologies
1 215 (100.00%) Validation
2 77 (35.81%) ETL
3 61 (28.37%) Agile Software Development
4 55 (25.58%) Business Intelligence
5 45 (20.93%) Functional Testing
6 33 (15.35%) Data Modelling
6 33 (15.35%) Software Testing
7 25 (11.63%) Performance Tuning
8 24 (11.16%) Kimball Methodology
9 22 (10.23%) Data Management
10 20 (9.30%) Data Migration
10 20 (9.30%) Migration
11 18 (8.37%) Capacity Planning
11 18 (8.37%) Reverse Engineering
12 17 (7.91%) Change Management
12 17 (7.91%) CRM
12 17 (7.91%) Integration Testing
12 17 (7.91%) Workflow
13 16 (7.44%) Data Analysis
13 16 (7.44%) UML
Programming Languages
1 119 (55.35%) SQL
2 27 (12.56%) Java
3 18 (8.37%) VBA
4 16 (7.44%) C#
4 16 (7.44%) JavaScript
5 12 (5.58%) T-SQL
6 11 (5.12%) Shell Script
7 7 (3.26%) Python
7 7 (3.26%) VB
8 5 (2.33%) C++
8 5 (2.33%) Ruby
9 4 (1.86%) MATLAB
9 4 (1.86%) PHP
10 3 (1.40%) Perl
11 2 (0.93%) AWK
11 2 (0.93%) Korn
11 2 (0.93%) sed
12 1 (0.47%) PL/SQL
12 1 (0.47%) PowerShell
12 1 (0.47%) X++
Qualifications
1 16 (7.44%) Degree
2 2 (0.93%) CIPD
2 2 (0.93%) ISEB
2 2 (0.93%) ISTQB
3 1 (0.47%) PhD
Quality Assurance & Compliance
1 56 (26.05%) QA
2 26 (12.09%) Data Quality
3 9 (4.19%) SLA
4 5 (2.33%) HL7
5 3 (1.40%) ISO 9001
System Software
1 2 (0.93%) VMware Infrastructure
Vendors
1 61 (28.37%) Microsoft
2 49 (22.79%) Oracle
3 16 (7.44%) Informatica
4 10 (4.65%) Talend
5 8 (3.72%) Cisco
5 8 (3.72%) Juniper
6 7 (3.26%) Extreme Networks
6 7 (3.26%) Sybase
7 6 (2.79%) Bloomberg
7 6 (2.79%) Charles River
7 6 (2.79%) SAP
8 5 (2.33%) Tableau
9 4 (1.86%) Salesforce.com
10 3 (1.40%) Civica
10 3 (1.40%) Northgate
10 3 (1.40%) Orchard
10 3 (1.40%) Sagent
11 2 (0.93%) Murex
11 2 (0.93%) Rackspace
11 2 (0.93%) VMware
London
Hays Finance Technology
Salary: £60000.00 - £75000.00 per annum + bonus and benefits
Posted: 19 hours ago
Walsall, West Midlands (County)
Senitor Associates
Salary: £25000 - £30000 per annum + Benefits
Posted: Yesterday
London
McCabe & Barton
Salary: bonus
Posted: Yesterday
Aylesbury, Buckinghamshire
Haybrook IT Resourcing Ltd
Salary: £35,000 per annum plus benefits
Posted: 2 days ago
City Of London
HFG
Salary: £50000 - £55000 per annum, Benefits: Bonus + Corp Bens.
Posted: 11 days ago
Leeds
Hays Specialist Recruitment
Salary: Negotiable + Bonus
Posted: 17 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 10 days ago