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 salaries offered in IT jobs that have cited Data Quality over the 3 months to 24 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Jul 2016
Same period 2015 Same period 2014
Data Quality
Rank 341 347 364
Rank change year-on-year
+6 +17
Permanent jobs citing Data Quality 810 923 869
As % of all permanent IT jobs located in England 0.88% 0.90% 0.81%
As % of the Quality Assurance & Compliance category 7.37% 7.76% 7.09%
Number of salaries quoted 614 663 687
Median salary £55,000 £50,000 £50,000
Median salary % change year-on-year
+10.00% -
90% offered a salary of more than £30,000 £32,500 £32,500
10% offered a salary of more than £80,000 £82,500 £78,000
UK excluding London median salary £45,000 £43,500 £47,500
% change year-on-year
+3.44% -8.42%
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
10988 11897 12263
As % of all permanent IT jobs located in England 11.97% 11.56% 11.38%
Number of salaries quoted 8804 9442 9608
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £77,500 £70,000 £75,000
UK excluding London median salary £45,000 £42,500 £40,500
% change year-on-year
+5.88% +4.93%

Data Quality
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Data Quality as a proportion of all IT jobs with a match in 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 24 July 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 median salaries quoted in IT jobs citing Data Quality within the England region over the 3 months to 24 July 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 -3 395 £62,500 +8.69% 39
South East +39 152 £50,000 +11.11% 13
East of England +38 61 £52,500 +31.25% 6
North West +42 51 £35,000 -12.50% 14
Yorkshire -1 38 £35,000 -25.53% 4
South West +18 36 £41,250 -4.43% 3
West Midlands -42 36 £42,500 +1.19% 2
East Midlands -13 19 £26,000 -30.66% 2
North East - 5 £33,500 -
Data Quality
UK

Data Quality
Top 30 Related IT Skills in England

For the 6 months to 24 July 2016, IT jobs citing Data Quality 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 Quality.

1 676 (40.19%) SQL
2 638 (37.93%) Business Intelligence
3 590 (35.08%) Data Warehouse
4 548 (32.58%) Data Management
5 532 (31.63%) ETL
6 524 (31.15%) Finance
7 449 (26.69%) SQL Server
8 430 (25.56%) Data Governance
9 413 (24.55%) Analytics
10 406 (24.14%) Analytical Skills
11 372 (22.12%) Data Modelling
12 367 (21.82%) Oracle
13 311 (18.49%) Microsoft
14 272 (16.17%) Data Analysis
15 269 (15.99%) Agile Software Development
16 260 (15.46%) SQL Server Integration Services
17 233 (13.85%) SQL Server Reporting Services
18 232 (13.79%) Degree
19 229 (13.61%) MS Excel
20 223 (13.26%) Master Data Management
21 208 (12.37%) Tableau
22 204 (12.13%) Data Architecture
23 193 (11.47%) Management Information System
24 189 (11.24%) Data Integration
24 189 (11.24%) Marketing
25 188 (11.18%) Big Data
26 185 (11.00%) CRM
27 176 (10.46%) SAP
28 175 (10.40%) Informatica
29 172 (10.23%) T-SQL

Data Quality
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
1 136 (8.09%) SAS
2 41 (2.44%) SharePoint
3 9 (0.54%) Apache Pig
3 9 (0.54%) Apache Spark
3 9 (0.54%) PowerExchange
4 7 (0.42%) Tomcat
5 5 (0.30%) Elasticsearch
6 4 (0.24%) CMS
6 4 (0.24%) Oracle Workflow
6 4 (0.24%) WebLogic
7 3 (0.18%) BizTalk Server
7 3 (0.18%) Oracle Application Server
7 3 (0.18%) WebSphere
8 2 (0.12%) Apache Solr
8 2 (0.12%) ArcGIS
8 2 (0.12%) Content Management Server
8 2 (0.12%) Documentum
9 1 (0.059%) Apache
9 1 (0.059%) IBM Notes
9 1 (0.059%) IIS
Applications
1 229 (13.61%) MS Excel
2 74 (4.40%) MS Office
3 54 (3.21%) MS PowerPoint
4 29 (1.72%) MS Visio
5 25 (1.49%) SPSS
6 11 (0.65%) Spreadsheet
7 5 (0.30%) GNU Octave
8 1 (0.059%) Adobe Creative Suite
8 1 (0.059%) Adobe Illustrator
8 1 (0.059%) CATIA
8 1 (0.059%) OmniGraffle
8 1 (0.059%) Photoshop
Business Applications
1 18 (1.07%) Oracle EBS
2 16 (0.95%) SAP HR
3 15 (0.89%) Dynamics CRM
4 14 (0.83%) SAP MDM
5 12 (0.71%) Salesforce.com CRM
6 9 (0.54%) SAP Payroll
7 8 (0.48%) Adobe Campaign
8 6 (0.36%) FastStats PeopleStage
8 6 (0.36%) Markit EDM
8 6 (0.36%) SAP PP
8 6 (0.36%) Unica
9 5 (0.30%) Cognos Business Intelligence
9 5 (0.30%) Maximo
9 5 (0.30%) Oracle CRM
9 5 (0.30%) SAP CRM
9 5 (0.30%) SAP MM
9 5 (0.30%) SAP Oil and Gas
9 5 (0.30%) SystmOne
10 4 (0.24%) Oracle Financials
10 4 (0.24%) SAP PM
Cloud Services
1 33 (1.96%) Microsoft Azure
2 27 (1.61%) Amazon AWS
3 20 (1.19%) Force.com
4 14 (0.83%) SaaS
5 10 (0.59%) Cloud Computing
6 7 (0.42%) Office 365
6 7 (0.42%) Taleo
7 6 (0.36%) BlueKai
8 5 (0.30%) Adobe Analytics
8 5 (0.30%) Oracle CX
9 4 (0.24%) iPaaS
10 2 (0.12%) GitHub
10 2 (0.12%) Google Cloud Platform
10 2 (0.12%) PaaS
11 1 (0.059%) FinancialForce.com
11 1 (0.059%) Google Analytics
11 1 (0.059%) Google Drive
11 1 (0.059%) IaaS
Communications & Networking
1 6 (0.36%) Intranet
2 4 (0.24%) DSL
2 4 (0.24%) Kerberos
3 3 (0.18%) Firewall
3 3 (0.18%) Internet
3 3 (0.18%) LAN
3 3 (0.18%) SSL
3 3 (0.18%) WAN
3 3 (0.18%) Wireless
4 2 (0.12%) HTTP
4 2 (0.12%) HTTPS
4 2 (0.12%) PPP
5 1 (0.059%) DHCP
5 1 (0.059%) NFC
5 1 (0.059%) RFID
5 1 (0.059%) SMS
5 1 (0.059%) VLAN
5 1 (0.059%) WebEx
Database & Business Intelligence
1 590 (35.08%) Data Warehouse
2 449 (26.69%) SQL Server
3 260 (15.46%) SQL Server Integration Services
4 233 (13.85%) SQL Server Reporting Services
5 188 (11.18%) Big Data
6 167 (9.93%) Relational Database
7 146 (8.68%) SQL Server Analysis Services
8 144 (8.56%) BusinessObjects
9 141 (8.38%) QlikView
10 114 (6.78%) Hadoop
11 88 (5.23%) Data Mining
11 88 (5.23%) SQL Server 2008
12 77 (4.58%) SQL Server 2012
13 60 (3.57%) Data Mart
13 60 (3.57%) Power BI
14 59 (3.51%) SQL Server 2014
15 54 (3.21%) Enterprise Data Warehouse
16 53 (3.15%) RDBMS
17 48 (2.85%) OLAP
18 46 (2.73%) Oracle ODI
Development Applications
1 44 (2.62%) Talend Open Studio
2 39 (2.32%) ERwin
3 28 (1.66%) Oracle APEX
4 24 (1.43%) Team Foundation Server
5 17 (1.01%) JIRA
6 15 (0.89%) SQL Server Management Studio (SSMS)
7 9 (0.54%) Oracle Forms
7 9 (0.54%) Visual Studio
8 4 (0.24%) Eclipse
8 4 (0.24%) JSUnit
8 4 (0.24%) PowerDesigner
9 3 (0.18%) Lombardi
9 3 (0.18%) Octopus Deploy
9 3 (0.18%) Selenium
9 3 (0.18%) TestDirector
9 3 (0.18%) WebDriver
10 2 (0.12%) Bugzilla
10 2 (0.12%) LSMW
10 2 (0.12%) PVCS
10 2 (0.12%) Subversion
General
1 524 (31.15%) Finance
2 189 (11.24%) Marketing
3 119 (7.07%) Retail
4 110 (6.54%) Banking
5 66 (3.92%) Legal
6 32 (1.90%) Manufacturing
6 32 (1.90%) Publishing
7 25 (1.49%) Investment Banking
7 25 (1.49%) Pharmaceutical
7 25 (1.49%) Telecoms
8 22 (1.31%) Retail Banking
9 20 (1.19%) Billing
10 19 (1.13%) Law
11 18 (1.07%) Back Office
12 15 (0.89%) Advertising
12 15 (0.89%) Financial Institution
13 14 (0.83%) Front Office
13 14 (0.83%) Games
14 13 (0.77%) Automotive
15 8 (0.48%) General Ledger
Job Titles
1 522 (31.03%) Analyst
2 252 (14.98%) Developer
3 233 (13.85%) Data Analyst
4 222 (13.20%) Architect
5 159 (9.45%) Data Manager
6 157 (9.33%) Data Architect
7 145 (8.62%) Consultant
8 105 (6.24%) Business Intelligence Analyst
9 103 (6.12%) SQL Analyst
10 88 (5.23%) Business Intelligence Developer
11 84 (4.99%) Business Analyst
12 72 (4.28%) SQL Developer
13 64 (3.80%) Data Consultant
13 64 (3.80%) SQL Data Analyst
14 61 (3.63%) Governance Manager
15 60 (3.57%) Administrator
16 54 (3.21%) Data Quality Analyst
17 51 (3.03%) Data Governance Analyst
17 51 (3.03%) Data Governance Manager
17 51 (3.03%) SSIS Developer
Libraries, Frameworks & Software Standards
1 114 (6.78%) .NET
2 88 (5.23%) Web Services
3 79 (4.70%) XML
4 61 (3.63%) MDX
5 49 (2.91%) Middleware
6 45 (2.68%) Oracle Fusion
7 39 (2.32%) Oracle GoldenGate
8 28 (1.66%) HTML
9 20 (1.19%) REST
10 19 (1.13%) CSS
11 17 (1.01%) SOAP
12 15 (0.89%) COM
13 13 (0.77%) Velocity
14 11 (0.65%) XSLT
15 9 (0.54%) JSON
16 7 (0.42%) J2SE
16 7 (0.42%) XSD
17 6 (0.36%) .NET Framework
17 6 (0.36%) JSP
17 6 (0.36%) Natural Language Processing
Miscellaneous
1 406 (24.14%) Analytical Skills
2 193 (11.47%) Management Information System
3 189 (11.24%) Data Integration
4 150 (8.92%) Visualisation
5 115 (6.84%) Computer Science
6 87 (5.17%) Data Structures
7 66 (3.92%) Mathematics
8 59 (3.51%) Statistics
9 38 (2.26%) Enterprise Software
10 37 (2.20%) Reference Data
11 34 (2.02%) Data Extraction
12 28 (1.66%) Data Protection Act
12 28 (1.66%) Virtual Team
13 25 (1.49%) Performance Metrics
14 19 (1.13%) Replication
15 16 (0.95%) Derivative
15 16 (0.95%) Economics
16 15 (0.89%) Life Science
16 15 (0.89%) NHS
16 15 (0.89%) Taxonomies
Operating Systems
1 65 (3.86%) Windows
2 29 (1.72%) Unix
3 18 (1.07%) Linux
3 18 (1.07%) Windows Server
4 9 (0.54%) Windows Server 2003
5 3 (0.18%) Windows Server 2012
6 1 (0.059%) AIX
6 1 (0.059%) Solaris
6 1 (0.059%) Windows 2000
6 1 (0.059%) Windows XP
Processes & Methodologies
1 638 (37.93%) Business Intelligence
2 548 (32.58%) Data Management
3 532 (31.63%) ETL
4 430 (25.56%) Data Governance
5 413 (24.55%) Analytics
6 372 (22.12%) Data Modelling
7 272 (16.17%) Data Analysis
8 269 (15.99%) Agile Software Development
9 223 (13.26%) Master Data Management
10 204 (12.13%) Data Architecture
11 185 (11.00%) CRM
12 171 (10.17%) Information Management
13 166 (9.87%) Stakeholder Management
14 155 (9.22%) Migration
15 134 (7.97%) ITIL
16 129 (7.67%) Data Analytics
17 126 (7.49%) Project Management
18 122 (7.25%) Quality Management
19 116 (6.90%) Kimball Methodology
20 109 (6.48%) Data Cleansing
Programming Languages
1 676 (40.19%) SQL
2 172 (10.23%) T-SQL
3 97 (5.77%) Java
4 84 (4.99%) PL/SQL
5 73 (4.34%) C#
6 55 (3.27%) VBA
7 48 (2.85%) Python
8 45 (2.68%) R
9 40 (2.38%) Data Analysis Expressions (DAX)
10 32 (1.90%) Apex Code
11 25 (1.49%) VB
12 22 (1.31%) JavaScript
13 15 (0.89%) C
14 12 (0.71%) Shell Script
15 11 (0.65%) C++
15 11 (0.65%) Perl
15 11 (0.65%) PHP
15 11 (0.65%) XPath
16 9 (0.54%) Scala
17 6 (0.36%) Groovy
Qualifications
1 232 (13.79%) Degree
2 33 (1.96%) Security Cleared
3 17 (1.01%) SAS Certification
4 12 (0.71%) SC Cleared
5 9 (0.54%) CISSP
5 9 (0.54%) DV Cleared
5 9 (0.54%) ISEB
5 9 (0.54%) MBA
6 7 (0.42%) IBM Certification
7 6 (0.36%) ISTQB
8 5 (0.30%) ITIL Foundation Certificate
9 4 (0.24%) ITIL Certification
9 4 (0.24%) Microsoft Certification
9 4 (0.24%) PhD
10 3 (0.18%) DBS Check
10 3 (0.18%) MCITP
10 3 (0.18%) MCSA
10 3 (0.18%) MCTS
10 3 (0.18%) PMI Certification
11 2 (0.12%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 138 (8.20%) QA
2 37 (2.20%) SLA
3 22 (1.31%) ISO/IEC 27001
4 16 (0.95%) Solvency II
5 14 (0.83%) PCI DSS
6 12 (0.71%) EMIR
7 8 (0.48%) MiFID
8 7 (0.42%) Dodd-Frank
9 6 (0.36%) COBIT
9 6 (0.36%) SSAE 16
10 5 (0.30%) CRD IV
11 4 (0.24%) FATCA
11 4 (0.24%) GMP
12 2 (0.12%) SNOMED CT
13 1 (0.059%) Actionable Recommendations
13 1 (0.059%) HL7
System Software
1 14 (0.83%) Active Directory
2 9 (0.54%) HDFS
3 7 (0.42%) Oracle RAC
4 5 (0.30%) Apache Flume
5 3 (0.18%) Oracle Clusterware
5 3 (0.18%) vSphere
Systems Management
1 9 (0.54%) Oracle EDQ
2 7 (0.42%) Control-M
3 6 (0.36%) Jitterbit
4 5 (0.30%) Data Guard
4 5 (0.30%) Kibana
4 5 (0.30%) SCCM
5 4 (0.24%) logstash
5 4 (0.24%) Oracle RMAN
6 3 (0.18%) HP Quality Center
6 3 (0.18%) Microsoft Intune
6 3 (0.18%) Oracle Flashback
6 3 (0.18%) SCOM
6 3 (0.18%) SCVMM
6 3 (0.18%) Systems Management Server (SMS)
7 2 (0.12%) Cisco IPCC
7 2 (0.12%) EMC NetWorker
8 1 (0.059%) Nagios
8 1 (0.059%) Oracle Enterprise Manager
Vendors
1 367 (21.82%) Oracle
2 311 (18.49%) Microsoft
3 208 (12.37%) Tableau
4 176 (10.46%) SAP
5 175 (10.40%) Informatica
6 127 (7.55%) Salesforce.com
7 75 (4.46%) IBM
8 61 (3.63%) Teradata
9 54 (3.21%) Ab Initio
10 50 (2.97%) Cognos
11 44 (2.62%) Talend
12 39 (2.32%) Casewise
13 36 (2.14%) Netezza
14 27 (1.61%) MicroStrategy
15 21 (1.25%) Trillium
16 18 (1.07%) Adobe
17 16 (0.95%) Sybase
18 15 (0.89%) Cognizant
19 13 (0.77%) Cloudera
19 13 (0.77%) TIBCO
City, London
Harris Rubbert Associates
Salary: £75,000 per annum + Bonus + Benefits
Posted: 18 hours ago
Reading, Berkshire
KDR
Salary: £27000 - £35000 per annum + Benefits
Posted: Yesterday
Liverpool, Merseyside
Harvey Nash plc
Salary: £35000 per annum
Posted: 2 days ago
London
Joseph Harry Ltd
Salary: £45000 - £60000 per annum + 25% Bonus + Pension
Posted: Yesterday
London
Joseph Harry Ltd
Salary: £30000 - £40000 per annum + 25% Bonus + 10% Pension
Posted: Yesterday
Cambridge, Cambridgeshire
Cambridge Assessment
Salary: Competitive
Posted: 3 days ago
London
Salt
Salary: £40000 - £50000 per annum + Benefits
Posted: 6 days ago
Central London / West End
Venturi
Salary: £55000 - £60000 per annum + Bonus and Benefits
Posted: 4 days ago
Maidenhead, Berkshire
ninesharp
Salary: £28000 - £33000 per annum + Pension, Holiday etc
Posted: 5 days ago
City, London
Red10
Salary: £50000 - £55000 per annum + bonus and benefits
Posted: 6 days ago
North London
Eutopia Solutions Ltd
Salary: £32000 - £45000 per annum + Benefits
Posted: 3 days ago
City, London
Harvey Nash plc
Salary: £40000 per annum
Posted: 4 days ago
Slough, Berkshire
Empiric.com
Salary: From £40,000 to £50,000 per annum + benefits
Posted: 6 days ago
Leeds, West Yorkshire
ANSON MCCADE
Salary: £55,000 - £80,000
Posted: 5 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £0 to £24,000 per annum
Posted: 6 days ago
Chester, Cheshire
Applause IT Innovation
Salary: £30000 - £35000 per annum + + Great Benefits
Posted: 5 days ago
London
Opilio Recruitment
Salary: £25k - 30k per year
Posted: 2 days ago
West London
Streamline Connections
Salary: £35000 - £50000 per annum + Bonus and Benefits
Posted: 6 days ago
Broxbourne, Hertfordshire
Understanding Recruitment
Salary: £35000.00 - £50000.00 per annum + Excellent Benefits
Posted: 6 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £35,000 per annum
Posted: 5 days ago
Bournemouth, Dorset
Circle Recruitment
Salary: Benefits
Posted: 5 days ago
Bristol, Avon
Redrock Consulting Ltd
Salary: £35000 - £55000 per annum
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £40,000 - £55,000
Posted: 5 days ago
South West London
KDR
Salary: £40000 - £65000 per annum + Bonus + Pension
Posted: 6 days ago
South East London
Clearwater People Solutions
Salary: £30000 - £30529 Per Annum
Posted: 6 days ago
City, London
Best Practice Talent Solutions
Salary: From £55,000 to £75,000 per annum Salary offered dependent on current
Posted: 6 days ago
Slough, Berkshire
Technology People UK
Salary: Up to $65,000 + Pension + Health Insurance
Posted: 3 days ago
London
Venturi
Salary: £70000 - £75000 per annum + Bonus + Benefits
Posted: 6 days ago
Knutsford, Cheshire
Cognizant
Posted: 17 days ago