The table below looks at the statistics for Data Quality skills in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited Data Quality over the 3 months to 12 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
12 Feb 2016
Same period 2015 Same period 2014
Data Quality
Rank 281 421 367
Rank change year-on-year
+140 -54
Permanent jobs citing Data Quality 1051 658 780
As % of all permanent IT jobs located in England 1.11% 0.66% 0.80%
As % of the Quality Assurance & Compliance category 9.19% 5.99% 7.25%
Number of salaries quoted 754 506 598
Average salary £50,000 £55,000 £50,000
Average salary % change year-on-year
-9.09% +10.00%
90% offered a salary of more than £33,250 £34,400 £32,000
10% offered a salary of more than £80,000 £82,500 £85,000
UK excluding London average salary £45,000 £45,000 £45,000
Data Quality
UK

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

Quality Assurance & Compliance Category
England
Permanent IT job ads with a match in the
Quality Assurance & Compliance category
11439 10985 10756
As % of all permanent IT jobs located in England 12.11% 11.07% 10.97%
Number of salaries quoted 9204 8655 8336
Average salary £50,000 £47,000 £47,500
Average salary % change year-on-year
+6.38% -1.05%
90% offered a salary of more than £30,000 £29,500 £28,000
10% offered a salary of more than £73,000 £72,500 £70,000
UK excluding London average salary £44,000 £42,500 £42,500
% change year-on-year
+3.52% -

Data Quality
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing Data Quality across the England region as a proportion of the total demand within the Quality Assurance & Compliance category.

Data Quality Jobs Demand Trend in England

Data Quality
Salary Trend in England

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

Data Quality Salary Trend in England

Data Quality
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Data Quality across the England region over the 3 months to 12 February 2016.

Data Quality Salary Histogram in England

Data Quality
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Quality within the England region over the 3 months to 12 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +84 572 £53,500 -6.95% 60
South East +46 137 £45,000 -25.00% 21
West Midlands +82 117 £42,500 - 6
Yorkshire +60 100 £45,000 +9.75% 7
North West +44 38 £41,250 +3.12% 9
East Midlands +20 32 £45,500 -9.00% 4
East of England 0 25 £40,000 - 5
South West -23 20 £50,000 +25.00% 3
Midlands - 2 £57,500 -
North East - 2 £40,000 -
Data Quality
UK

Data Quality
Top 30 Related IT Skills in England

For the 6 months to 12 February 2016, IT jobs across the England region citing Data Quality also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Quality.

1 1008 (48.00%) SQL
2 903 (43.00%) Business Intelligence
3 743 (35.38%) Data Warehouse
4 731 (34.81%) Finance
5 662 (31.52%) Data Management
6 614 (29.24%) Analytical Skills
7 592 (28.19%) SQL Server
8 558 (26.57%) ETL
9 517 (24.62%) Data Governance
10 512 (24.38%) Data Modelling
11 472 (22.48%) Microsoft
12 442 (21.05%) SQL Server Integration Services
13 430 (20.48%) Analytics
14 405 (19.29%) MS Excel
15 400 (19.05%) Data Analysis
16 380 (18.10%) Oracle
17 377 (17.95%) Agile Software Development
18 335 (15.95%) SQL Server Reporting Services
19 326 (15.52%) Degree
20 286 (13.62%) T-SQL
21 280 (13.33%) Data Integration
22 254 (12.10%) SAS
23 252 (12.00%) SQL Server Analysis Services
24 235 (11.19%) Data Architecture
25 234 (11.14%) Management Information System
26 229 (10.90%) Stakeholder Management
27 214 (10.19%) Tableau
28 213 (10.14%) Big Data
29 205 (9.76%) BusinessObjects
30 201 (9.57%) Relational Database

Data Quality
Top Related IT Skills in England by Category

For the 6 months to 12 February 2016, IT jobs across the England region citing Data Quality also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Quality. Up to 20 skills are shown per category.

Application Platforms
1 254 (12.10%) SAS
2 80 (3.81%) SharePoint
3 19 (0.90%) Apache Spark
4 13 (0.62%) Apache Pig
5 9 (0.43%) BizTalk Server
6 8 (0.38%) CMS
6 8 (0.38%) WebSphere
7 7 (0.33%) SharePoint 2010
8 6 (0.29%) Elasticsearch
8 6 (0.29%) NetWeaver
8 6 (0.29%) TWiki
9 5 (0.24%) Apache
9 5 (0.24%) IIS
9 5 (0.24%) PowerExchange
9 5 (0.24%) SharePoint Server
9 5 (0.24%) WebLogic
10 4 (0.19%) Apache Solr
10 4 (0.19%) ArcGIS
10 4 (0.19%) Oracle Application Server
10 4 (0.19%) Oracle Workflow
Applications
1 405 (19.29%) MS Excel
2 97 (4.62%) MS Office
3 85 (4.05%) MS PowerPoint
4 45 (2.14%) SPSS
5 34 (1.62%) Spreadsheet
6 30 (1.43%) MS Visio
7 5 (0.24%) MS Project
8 2 (0.095%) CATIA
8 2 (0.095%) Weka
Business Applications
1 48 (2.29%) SAP MDM
2 18 (0.86%) Dynamics CRM
3 17 (0.81%) Oracle EBS
4 16 (0.76%) Markit EDM
5 11 (0.52%) SAP MM
6 9 (0.43%) Cognos Business Intelligence
6 9 (0.43%) Oracle Applications
7 7 (0.33%) Hyperion Planning
7 7 (0.33%) Maximo
7 7 (0.33%) Oracle Procure-to-Pay
8 6 (0.29%) HFM
8 6 (0.29%) Oracle BPM
8 6 (0.29%) SAP CRM
8 6 (0.29%) SAP HR
8 6 (0.29%) SAP Payroll
8 6 (0.29%) SAP SRM
9 5 (0.24%) Dynamics AX
10 4 (0.19%) 3000 Xtra
10 4 (0.19%) RMDS
10 4 (0.19%) SAP Oil and Gas
Cloud Services
1 25 (1.19%) Microsoft Azure
2 16 (0.76%) SaaS
3 14 (0.67%) Amazon AWS
4 13 (0.62%) SuccessFactors
5 6 (0.29%) GitHub
5 6 (0.29%) Office 365
6 5 (0.24%) Cloud Computing
6 5 (0.24%) Google Analytics
7 2 (0.095%) Force.com
7 2 (0.095%) Google Drive
7 2 (0.095%) IaaS
8 1 (0.048%) Adobe Analytics
8 1 (0.048%) Google Cloud Platform
8 1 (0.048%) PaaS
8 1 (0.048%) Taleo
Communications & Networking
1 25 (1.19%) Internet
2 12 (0.57%) RTP
3 6 (0.29%) Firewall
3 6 (0.29%) Remote Desktop
3 6 (0.29%) VPN
3 6 (0.29%) Wireless
4 5 (0.24%) Intranet
5 4 (0.19%) LDAP
5 4 (0.19%) SAN
6 3 (0.14%) Fibre Channel
6 3 (0.14%) iSCSI
7 2 (0.095%) Kerberos
7 2 (0.095%) WebEx
8 1 (0.048%) HTTP
8 1 (0.048%) HTTPS
8 1 (0.048%) LAN
8 1 (0.048%) Network Security
8 1 (0.048%) NFC
8 1 (0.048%) TCP/IP
8 1 (0.048%) WAN
Database & Business Intelligence
1 743 (35.38%) Data Warehouse
2 592 (28.19%) SQL Server
3 442 (21.05%) SQL Server Integration Services
4 335 (15.95%) SQL Server Reporting Services
5 252 (12.00%) SQL Server Analysis Services
6 213 (10.14%) Big Data
7 205 (9.76%) BusinessObjects
8 201 (9.57%) Relational Database
9 181 (8.62%) SQL Server 2008
10 174 (8.29%) QlikView
11 159 (7.57%) Data Mining
12 138 (6.57%) SQL Server 2012
13 103 (4.90%) RDBMS
14 98 (4.67%) Hadoop
15 95 (4.52%) Data Mart
16 85 (4.05%) SQL Server 2014
17 74 (3.52%) SAP Data Services
18 71 (3.38%) Enterprise Data Warehouse
19 66 (3.14%) Oracle Database
20 65 (3.10%) PostgreSQL
Development Applications
1 58 (2.76%) Team Foundation Server
2 54 (2.57%) Talend Open Studio
3 42 (2.00%) JIRA
4 33 (1.57%) Visual Studio
5 31 (1.48%) Subversion
6 27 (1.29%) Git (software)
7 25 (1.19%) SQL Server Management Studio (SSMS)
8 20 (0.95%) ERwin
9 18 (0.86%) Moq
9 18 (0.86%) MSBuild
9 18 (0.86%) MSTest
9 18 (0.86%) NUnit
10 12 (0.57%) Octopus Deploy
11 11 (0.52%) Bugzilla
12 8 (0.38%) Axure RP
13 7 (0.33%) Oracle APEX
14 6 (0.29%) Jenkins
15 5 (0.24%) Ant
15 5 (0.24%) Maven
15 5 (0.24%) VSS/SourceSafe
General
1 731 (34.81%) Finance
2 192 (9.14%) Marketing
3 178 (8.48%) Banking
4 170 (8.10%) Retail
5 56 (2.67%) Legal
6 42 (2.00%) Back Office
7 40 (1.90%) Telecoms
8 38 (1.81%) Billing
9 32 (1.52%) Pharmaceutical
10 29 (1.38%) Military
11 27 (1.29%) Law
12 24 (1.14%) Advertising
12 24 (1.14%) Manufacturing
13 23 (1.10%) Games
14 21 (1.00%) Financial Institution
15 19 (0.90%) Investment Banking
16 17 (0.81%) Front Office
17 16 (0.76%) Publishing
18 14 (0.67%) Automotive
19 13 (0.62%) Retail Banking
Job Titles
1 708 (33.71%) Analyst
2 423 (20.14%) Developer
3 363 (17.29%) Data Analyst
4 217 (10.33%) SQL Developer
5 209 (9.95%) Architect
6 194 (9.24%) Business Intelligence Developer
7 177 (8.43%) Data Manager
8 165 (7.86%) Consultant
9 160 (7.62%) SQL Analyst
10 145 (6.90%) Business Intelligence Analyst
11 137 (6.52%) Data Architect
12 120 (5.71%) SQL BI Developer
13 109 (5.19%) Business Analyst
14 92 (4.38%) Senior Analyst
15 84 (4.00%) Data Quality Analyst
16 81 (3.86%) Data Consultant
17 79 (3.76%) Quality Analyst
18 73 (3.48%) SQL Data Analyst
18 73 (3.48%) T-SQL Developer
19 68 (3.24%) ETL Developer
Libraries, Frameworks & Software Standards
1 182 (8.67%) .NET
2 128 (6.10%) XML
3 94 (4.48%) HTML
4 67 (3.19%) CSS
5 44 (2.10%) Middleware
6 43 (2.05%) Web Services
7 42 (2.00%) MDX
8 34 (1.62%) Oracle GoldenGate
9 23 (1.10%) .NET Framework
10 21 (1.00%) JSON
10 21 (1.00%) Oracle Fusion
10 21 (1.00%) WCF
11 18 (0.86%) Autofac
11 18 (0.86%) Entity Framework
11 18 (0.86%) LINQ
11 18 (0.86%) Managed Extensibility Framework
11 18 (0.86%) Unity DI Container
11 18 (0.86%) WPF
12 16 (0.76%) HTML5
13 13 (0.62%) JavaFX
Miscellaneous
1 614 (29.24%) Analytical Skills
2 280 (13.33%) Data Integration
3 234 (11.14%) Management Information System
4 170 (8.10%) Computer Science
5 157 (7.48%) Visualisation
6 98 (4.67%) Data Structures
7 94 (4.48%) Statistics
8 93 (4.43%) Mathematics
9 65 (3.10%) Reference Data
10 58 (2.76%) NHS
11 55 (2.62%) Data Protection Act
12 37 (1.76%) Hedge funds
13 25 (1.19%) Enterprise Software
14 24 (1.14%) Economics
14 24 (1.14%) Replication
15 21 (1.00%) Taxonomies
16 20 (0.95%) User Experience
17 19 (0.90%) Data Centre
18 17 (0.81%) Data Extraction
18 17 (0.81%) Life Science
Operating Systems
1 101 (4.81%) Windows
2 56 (2.67%) Unix
3 43 (2.05%) Linux
4 10 (0.48%) Windows Server
5 6 (0.29%) Windows Server 2003
6 3 (0.14%) Windows Server 2008
7 2 (0.095%) Android
7 2 (0.095%) Apple iOS
Processes & Methodologies
1 903 (43.00%) Business Intelligence
2 662 (31.52%) Data Management
3 558 (26.57%) ETL
4 517 (24.62%) Data Governance
5 512 (24.38%) Data Modelling
6 430 (20.48%) Analytics
7 400 (19.05%) Data Analysis
8 377 (17.95%) Agile Software Development
9 235 (11.19%) Data Architecture
10 229 (10.90%) Stakeholder Management
11 191 (9.10%) Master Data Management
12 181 (8.62%) Migration
13 171 (8.14%) Project Management
14 158 (7.52%) Information Management
15 149 (7.10%) Data Analytics
16 147 (7.00%) CRM
17 144 (6.86%) Business Analysis
18 143 (6.81%) Data Migration
19 123 (5.86%) Data Cleansing
20 120 (5.71%) Kimball Methodology
Programming Languages
1 1008 (48.00%) SQL
2 286 (13.62%) T-SQL
3 171 (8.14%) C#
4 129 (6.14%) PL/SQL
5 114 (5.43%) VBA
6 94 (4.48%) Java
7 75 (3.57%) VB
8 62 (2.95%) R
9 57 (2.71%) JavaScript
10 55 (2.62%) Python
11 47 (2.24%) C
12 30 (1.43%) C++
13 28 (1.33%) Shell Script
14 17 (0.81%) Scala
15 16 (0.76%) MATLAB
15 16 (0.76%) Perl
16 10 (0.48%) PHP
17 9 (0.43%) Data Analysis Expressions (DAX)
18 7 (0.33%) ABAP
19 6 (0.29%) PowerShell
Qualifications
1 326 (15.52%) Degree
2 35 (1.67%) Security Cleared
3 34 (1.62%) ISEB
4 21 (1.00%) SAS Certification
5 14 (0.67%) DV Cleared
5 14 (0.67%) Microsoft Certification
6 12 (0.57%) SC Cleared
7 11 (0.52%) ISTQB
7 11 (0.52%) ISTQB Foundation Certification
7 11 (0.52%) ITIL Certification
8 10 (0.48%) Cisco Certification
9 9 (0.43%) MCP
10 8 (0.38%) CISM
10 8 (0.38%) CISSP
11 7 (0.33%) CISA
11 7 (0.33%) CRISC
11 7 (0.33%) MCSE
11 7 (0.33%) Oracle Certification
12 6 (0.29%) CCNA
12 6 (0.29%) MCDBA
Quality Assurance & Compliance
1 109 (5.19%) QA
2 25 (1.19%) SLA
3 23 (1.10%) Solvency II
4 21 (1.00%) EMIR
5 20 (0.95%) Sarbanes-Oxley
6 15 (0.71%) CRD IV
6 15 (0.71%) MiFID
7 13 (0.62%) ISO/IEC 27001
8 6 (0.29%) Dodd-Frank
8 6 (0.29%) FATCA
9 5 (0.24%) SDET
10 4 (0.19%) COBIT
10 4 (0.19%) PCI DSS
11 1 (0.048%) GAAP
11 1 (0.048%) ISO 9001
System Software
1 36 (1.71%) Active Directory
2 14 (0.67%) Oracle RAC
3 8 (0.38%) HDFS
4 6 (0.29%) Apache Flume
4 6 (0.29%) VirtualBox
5 4 (0.19%) Hyper-V
5 4 (0.19%) Oracle Clusterware
6 3 (0.14%) NFS
7 1 (0.048%) Docker
Systems Management
1 33 (1.57%) Oracle EDQ
2 11 (0.52%) Data Guard
2 11 (0.52%) Systems Management Server (SMS)
3 5 (0.24%) Oracle Enterprise Manager
4 4 (0.19%) Oracle Flashback
4 4 (0.19%) Oracle RMAN
5 3 (0.14%) Jitterbit
6 2 (0.095%) EMC NetWorker
7 1 (0.048%) HP Quality Center
7 1 (0.048%) Mesos
7 1 (0.048%) SCCM
7 1 (0.048%) Windows Intune
Vendors
1 472 (22.48%) Microsoft
2 380 (18.10%) Oracle
3 214 (10.19%) Tableau
4 192 (9.14%) SAP
5 158 (7.52%) Informatica
6 131 (6.24%) IBM
7 88 (4.19%) Trillium
8 63 (3.00%) Teradata
9 62 (2.95%) Cognos
10 54 (2.57%) Talend
11 50 (2.38%) Salesforce.com
12 47 (2.24%) DataFlux
13 43 (2.05%) Ab Initio
14 29 (1.38%) MicroStrategy
15 27 (1.29%) Netezza
16 23 (1.10%) Datanomic
17 21 (1.00%) InterSystems
18 18 (0.86%) Hyperion
19 16 (0.76%) Cloudera
20 15 (0.71%) Sybase
Slough, Berkshire
TD Group
Salary: From £30,000 to £35,000 per annum Plus flexible bens, car, health, pen
Posted: 14 hours ago
East Sussex
ARC IT Recruitment Ltd
Salary: £50000 Per Annum + Benefits
Posted: 14 hours ago
City, London
ANSON MCCADE
Salary: £70 500 to £95 000 basic (+ superb package!!!)
Posted: 15 hours ago
Berkshire
Lawrence Harvey Enterprise
Salary: £40000.00 - £45000.00 per annum + Excellent bonus and benefits
Posted: 16 hours ago
City, London
Venturi
Salary: £75000 - £85000 per annum + big benefits
Posted: 16 hours ago
London
Lawrence Harvey Enterprise
Salary: £30000.00 - £40000.00 per annum + Benefits + Bonus
Posted: 16 hours ago
Manchester, Lancashire
Churchill Frank
Salary: £35000 - £40000 per annum
Posted: 19 hours ago
Stevenage, Hertfordshire
HAYS INFORMATION TECHNOLOGY
Salary: £75000.00 - £85000.00 per annum + bonus and benefits
Posted: 20 hours ago
London
Oliver James Associates
Salary: £70000 - £80000 per annum + Car, Bonus, Pension, Cash Pot
Posted: 21 hours ago
Leatherhead, Surrey
Recann
Salary: £60000 - £65000 per annum + Bonus, Pension, Benefits
Posted: 21 hours ago
West Midlands
HAYS INFORMATION TECHNOLOGY
Salary: £26041.00 - £34876.00 per annum
Posted: 21 hours ago
Manchester, Lancashire
Oliver James Associates
Posted: 22 hours ago
Manchester, Lancashire
Oliver James Associates
Posted: 22 hours ago
London
Best Practice Talent Solutions, Ltd
Salary: Bonus + Benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: Circa £60,000 - £85,000 depending on level
Posted: Yesterday
Milton Keynes, Buckinghamshire
Reed Technology
Salary: £28000 - £38000 per annum + Benefits
Posted: Yesterday
Birmingham, West Midlands (County)
Churchill Frank
Salary: £45000 - £50000 per annum
Posted: Yesterday
Central London / West End
ANSON MCCADE
Salary: £65 000 to £85 000 basic (+ superb package!!!)
Posted: Yesterday
Central London / West End
ANSON MCCADE
Salary: £34 000 to £42 000 basic (+ outstanding package!!!)
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £39 000 to £52 000 basic (+ competitive bonus structure!!!)
Posted: Yesterday
Surrey
McGregor Boyall
Salary: £0.00 per annum + competitive £
Posted: Yesterday
Surrey
Opus Recruitment Solutions Ltd
Salary: £59000 - £60000 per annum, Benefits 10% Bonus & Excellent Benefits
Posted: Yesterday
North London
The Bridge Ltd
Salary: From £45,000 to £55,000 per annum Annual Bonus, Car Allowance, Private
Posted: 2 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: £Excellent Salary + Benefits!
Posted: 2 days ago
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £30,000 to £40,000 per annum
Posted: 3 days ago
Luton, Bedfordshire
Ping IT Recruitment ltd
Salary: Excellent Salary and Benefits
Posted: 3 days ago
London
set2recruit
Salary: From £50,000 to £80,000 per annum
Posted: 3 days ago
Central London / West End
ANSON MCCADE
Salary: £35,000 - £70,000 + strong package
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £35k - £60k plus benefits.
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £50k - £60k plus performance bonus
Posted: 3 days ago