The table below looks at the statistics for Data Quality skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Data Quality over the 3 months to 25 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 May 2016
Same period 2015 Same period 2014
Data Quality
Rank 371 398 353
Rank change year-on-year
+27 -45
Permanent jobs citing Data Quality 794 782 987
As % of all permanent IT jobs located in the UK 0.80% 0.73% 0.84%
As % of the Quality Assurance & Compliance category 6.84% 6.46% 7.48%
Number of salaries quoted 584 580 763
Median salary £50,000 £52,500 £52,500
Median salary % change year-on-year
-4.76% -
90% offered a salary of more than £31,700 £35,000 £32,500
10% offered a salary of more than £75,000 £82,500 £80,000
UK excluding London median salary £45,000 £40,000 £47,500
% change year-on-year
+12.50% -15.78%

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

Quality Assurance & Compliance Category
UK
Permanent IT job ads with a match in the
Quality Assurance & Compliance category
11611 12097 13194
As % of all permanent IT jobs located in the UK 11.77% 11.32% 11.23%
Number of salaries quoted 9222 9494 10407
Median salary £50,000 £47,500 £45,000
Median salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £29,000 £27,500 £27,500
10% offered a salary of more than £75,000 £70,000 £75,000
UK excluding London median salary £45,000 £42,500 £40,750
% change year-on-year
+5.88% +4.29%

Data Quality
Jobs Demand Trend

The demand trend of job ads 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 the UK

Data Quality
Salary Trend

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

Data Quality Salary Trend in the UK

Data Quality
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Quality over the 3 months to 25 May 2016 within the UK.

Data Quality Salary Histogram in the UK

Data Quality
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the UK over the 3 months to 25 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
England +35 769 £50,000 -4.76% 87
London +14 415 £55,000 -15.38% 44
South East +31 138 £50,000 +11.11% 11
City of London +34 73 £53,500 -17.69% 18
Berkshire +58 62 £55,000 -21.42%
Yorkshire -7 51 £50,000 +33.33% 9
West Yorkshire -8 50 £50,000 +33.33% 6
Leeds -4 37 £40,000 +6.66% 5
East of England +26 33 £42,500 +6.25% 5
West Midlands -24 32 £43,750 +9.37% 4
North West +25 31 £35,000 -19.54% 5
Reading +42 27 £55,000 +22.22%
South West +16 27 £50,000 +26.58% 5
East Midlands +12 27 £30,000 -25.00% 2
Hampshire +15 21 £55,000 +39.24% 2
Surrey -5 21 £43,500 -22.32%
Manchester +17 19 £39,000 -10.34% 4
Hertfordshire +29 18 £48,750 -11.36% 3
Birmingham -1 17 £42,500 +6.25% 1
Maidenhead +21 14 £76,250 +27.08%
Bristol +11 13 £50,000 +41.84% 2
Slough +7 12 £35,000 -
Scotland -28 12 £41,421 -5.32% 5
Kent +8 10 £45,000 +14.28%
Bradford +8 10 £52,500 +31.25% 1
Nottinghamshire +5 10 £37,500 -6.25%
Warwickshire -3 10 £53,500 -6.95% 3
Northamptonshire +17 9 £30,000 -16.08%
Nottingham +16 9 £37,500 -6.25%
Wiltshire +11 9 £56,500 +25.55% 1

Data Quality
Top 30 Related IT Skills

For the 6 months to 25 May 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 with a requirement for Data Quality.

1 842 (44.29%) SQL
2 834 (43.87%) Business Intelligence
3 748 (39.35%) Data Warehouse
4 614 (32.30%) Finance
5 594 (31.25%) Data Management
6 568 (29.88%) SQL Server
7 555 (29.20%) ETL
8 522 (27.46%) Data Governance
9 491 (25.83%) Analytical Skills
10 441 (23.20%) Data Modelling
11 428 (22.51%) Analytics
12 405 (21.30%) Oracle
13 378 (19.88%) SQL Server Integration Services
14 377 (19.83%) Microsoft
15 343 (18.04%) Data Analysis
16 335 (17.62%) Agile Software Development
17 330 (17.36%) SQL Server Reporting Services
18 288 (15.15%) MS Excel
19 255 (13.41%) Tableau
20 249 (13.10%) Degree
21 234 (12.31%) Data Architecture
22 231 (12.15%) SQL Server Analysis Services
23 230 (12.10%) T-SQL
23 230 (12.10%) Management Information System
24 222 (11.68%) BusinessObjects
24 222 (11.68%) Big Data
25 217 (11.42%) Marketing
26 214 (11.26%) QlikView
26 214 (11.26%) Data Integration
27 202 (10.63%) Stakeholder Management

Data Quality
Top Related IT Skills 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
1 198 (10.42%) SAS
2 47 (2.47%) SharePoint
3 16 (0.84%) Apache Pig
3 16 (0.84%) Apache Spark
4 9 (0.47%) BizTalk Server
5 7 (0.37%) CMS
6 6 (0.32%) NetWeaver
6 6 (0.32%) Tomcat
7 5 (0.26%) Elasticsearch
8 4 (0.21%) Oracle Workflow
8 4 (0.21%) WebLogic
8 4 (0.21%) WebSphere
9 3 (0.16%) Oracle Application Server
10 2 (0.11%) Apache Solr
10 2 (0.11%) Content Management Server
10 2 (0.11%) PowerExchange
10 2 (0.11%) SharePoint 2010
10 2 (0.11%) TWiki
11 1 (0.053%) ArcGIS
11 1 (0.053%) IBM Notes
Applications
1 288 (15.15%) MS Excel
2 78 (4.10%) MS Office
3 51 (2.68%) MS PowerPoint
4 47 (2.47%) SPSS
5 28 (1.47%) MS Visio
6 17 (0.89%) Spreadsheet
7 5 (0.26%) GNU Octave
8 2 (0.11%) CATIA
9 1 (0.053%) Adobe Creative Suite
9 1 (0.053%) Adobe Illustrator
9 1 (0.053%) OmniGraffle
9 1 (0.053%) Photoshop
Business Applications
1 22 (1.16%) SAP MDM
2 20 (1.05%) Oracle EBS
3 14 (0.74%) SAP HR
4 13 (0.68%) SAP Payroll
5 11 (0.58%) Dynamics CRM
5 11 (0.58%) Maximo
6 10 (0.53%) Oracle Applications
7 8 (0.42%) Adobe Campaign
8 6 (0.32%) FastStats PeopleStage
8 6 (0.32%) Markit EDM
8 6 (0.32%) SAP MM
8 6 (0.32%) SAP PP
8 6 (0.32%) Unica
9 5 (0.26%) MetaTrader
9 5 (0.26%) Oracle CRM
9 5 (0.26%) Salesforce.com CRM
9 5 (0.26%) SAP PM
10 4 (0.21%) Cognos Business Intelligence
10 4 (0.21%) IBM Operational Decision Manager
10 4 (0.21%) Oracle BPM
Cloud Services
1 31 (1.63%) Microsoft Azure
2 18 (0.95%) SaaS
3 17 (0.89%) Amazon AWS
4 10 (0.53%) Cloud Computing
5 8 (0.42%) Force.com
6 5 (0.26%) Adobe Analytics
6 5 (0.26%) Google Analytics
6 5 (0.26%) Office 365
6 5 (0.26%) Oracle CX
6 5 (0.26%) Taleo
7 4 (0.21%) Google Cloud Platform
8 2 (0.11%) Google Drive
9 1 (0.053%) FinancialForce.com
9 1 (0.053%) IaaS
9 1 (0.053%) PaaS
9 1 (0.053%) SuccessFactors
Communications & Networking
1 5 (0.26%) Firewall
1 5 (0.26%) Internet
2 4 (0.21%) Kerberos
3 3 (0.16%) Intranet
3 3 (0.16%) LAN
3 3 (0.16%) SSL
3 3 (0.16%) WAN
3 3 (0.16%) Wireless
4 2 (0.11%) LDAP
4 2 (0.11%) PPP
4 2 (0.11%) Remote Desktop
4 2 (0.11%) VPN
4 2 (0.11%) WebEx
5 1 (0.053%) DWDM
5 1 (0.053%) Extranet
5 1 (0.053%) HTTP
5 1 (0.053%) NFC
5 1 (0.053%) RFID
5 1 (0.053%) SMS
5 1 (0.053%) VLAN
Database & Business Intelligence
1 748 (39.35%) Data Warehouse
2 568 (29.88%) SQL Server
3 378 (19.88%) SQL Server Integration Services
4 330 (17.36%) SQL Server Reporting Services
5 231 (12.15%) SQL Server Analysis Services
6 222 (11.68%) Big Data
6 222 (11.68%) BusinessObjects
7 214 (11.26%) QlikView
8 153 (8.05%) Relational Database
9 129 (6.79%) Hadoop
10 119 (6.26%) SQL Server 2012
11 115 (6.05%) SQL Server 2008
12 108 (5.68%) Data Mining
13 105 (5.52%) Data Mart
14 86 (4.52%) SQL Server 2014
15 67 (3.52%) Enterprise Data Warehouse
16 63 (3.31%) Power BI
17 57 (3.00%) Spotfire
18 54 (2.84%) RDBMS
19 52 (2.74%) OLAP
Development Applications
1 80 (4.21%) Talend Open Studio
2 37 (1.95%) JIRA
3 29 (1.53%) Team Foundation Server
4 28 (1.47%) ERwin
5 23 (1.21%) Oracle APEX
6 19 (1.00%) SQL Server Management Studio (SSMS)
6 19 (1.00%) Visual Studio
7 9 (0.47%) Axure RP
7 9 (0.47%) Oracle Forms
8 8 (0.42%) Octopus Deploy
9 5 (0.26%) Bugzilla
9 5 (0.26%) Eclipse
10 4 (0.21%) Lombardi
10 4 (0.21%) PowerDesigner
11 3 (0.16%) Ant
11 3 (0.16%) Hudson
11 3 (0.16%) Maven
11 3 (0.16%) Subversion
11 3 (0.16%) TestDirector
12 2 (0.11%) LSMW
General
1 614 (32.30%) Finance
2 217 (11.42%) Marketing
3 138 (7.26%) Retail
4 133 (7.00%) Banking
5 65 (3.42%) Legal
6 39 (2.05%) Back Office
7 36 (1.89%) Billing
8 30 (1.58%) Law
8 30 (1.58%) Publishing
9 29 (1.53%) Pharmaceutical
10 27 (1.42%) Manufacturing
11 25 (1.32%) Games
11 25 (1.32%) Telecoms
12 24 (1.26%) Financial Institution
12 24 (1.26%) Front Office
13 18 (0.95%) Investment Banking
14 16 (0.84%) General Ledger
15 11 (0.58%) Advertising
15 11 (0.58%) Automotive
15 11 (0.58%) Military
Job Titles
1 619 (32.56%) Analyst
2 355 (18.67%) Developer
3 290 (15.26%) Data Analyst
4 211 (11.10%) Architect
5 202 (10.63%) Consultant
6 168 (8.84%) Data Manager
7 155 (8.15%) Business Intelligence Developer
8 147 (7.73%) Data Architect
9 142 (7.47%) Business Intelligence Analyst
10 138 (7.26%) SQL Developer
11 135 (7.10%) SQL Analyst
12 105 (5.52%) Business Analyst
13 89 (4.68%) Data Consultant
14 77 (4.05%) Business Intelligence Consultant
15 67 (3.52%) SSIS Developer
16 63 (3.31%) SQL Data Analyst
17 62 (3.26%) Governance Manager
17 62 (3.26%) Senior Analyst
17 62 (3.26%) SQL BI Developer
18 58 (3.05%) Analyst Developer
Libraries, Frameworks & Software Standards
1 145 (7.63%) .NET
2 82 (4.31%) XML
3 68 (3.58%) MDX
4 64 (3.37%) Web Services
5 48 (2.52%) HTML
6 39 (2.05%) Middleware
7 38 (2.00%) Oracle GoldenGate
8 34 (1.79%) CSS
9 26 (1.37%) Oracle Fusion
10 17 (0.89%) Velocity
11 15 (0.79%) REST
12 11 (0.58%) Kafka
12 11 (0.58%) XSLT
13 10 (0.53%) COM
13 10 (0.53%) JSON
13 10 (0.53%) SOAP
14 9 (0.47%) Ajax
14 9 (0.47%) jQuery
15 8 (0.42%) .NET Framework
15 8 (0.42%) CSS3
Miscellaneous
1 491 (25.83%) Analytical Skills
2 230 (12.10%) Management Information System
3 214 (11.26%) Data Integration
4 172 (9.05%) Visualisation
5 123 (6.47%) Computer Science
6 99 (5.21%) Data Structures
7 72 (3.79%) Mathematics
8 67 (3.52%) Statistics
9 44 (2.31%) Reference Data
10 40 (2.10%) Data Protection Act
11 32 (1.68%) NHS
12 31 (1.63%) Data Extraction
12 31 (1.63%) Enterprise Software
13 26 (1.37%) User Experience
14 25 (1.32%) Economics
15 23 (1.21%) Hedge funds
16 18 (0.95%) Taxonomies
17 17 (0.89%) Life Science
17 17 (0.89%) Performance Metrics
18 16 (0.84%) Derivative
Operating Systems
1 84 (4.42%) Windows
2 43 (2.26%) Unix
3 30 (1.58%) Linux
4 16 (0.84%) Windows Server
5 7 (0.37%) Windows Server 2003
6 6 (0.32%) AIX
7 3 (0.16%) Windows Server 2012
8 1 (0.053%) Solaris
8 1 (0.053%) Windows 2000
8 1 (0.053%) Windows XP
Processes & Methodologies
1 834 (43.87%) Business Intelligence
2 594 (31.25%) Data Management
3 555 (29.20%) ETL
4 522 (27.46%) Data Governance
5 441 (23.20%) Data Modelling
6 428 (22.51%) Analytics
7 343 (18.04%) Data Analysis
8 335 (17.62%) Agile Software Development
9 234 (12.31%) Data Architecture
10 202 (10.63%) Stakeholder Management
11 189 (9.94%) Master Data Management
12 173 (9.10%) Migration
13 171 (9.00%) CRM
14 170 (8.94%) Information Management
15 150 (7.89%) Project Management
16 145 (7.63%) Kimball Methodology
17 138 (7.26%) Data Analytics
18 128 (6.73%) Data Migration
19 110 (5.79%) E-Commerce
20 108 (5.68%) Continuous Improvement
Programming Languages
1 842 (44.29%) SQL
2 230 (12.10%) T-SQL
3 129 (6.79%) PL/SQL
4 93 (4.89%) Java
5 89 (4.68%) C#
6 70 (3.68%) VBA
7 69 (3.63%) R
8 53 (2.79%) Python
9 47 (2.47%) VB
10 27 (1.42%) Data Analysis Expressions (DAX)
11 24 (1.26%) C
12 22 (1.16%) Shell Script
13 21 (1.10%) Apex Code
14 16 (0.84%) JavaScript
15 11 (0.58%) Perl
15 11 (0.58%) Scala
15 11 (0.58%) XPath
16 8 (0.42%) PHP
17 7 (0.37%) C++
17 7 (0.37%) VBScript
Qualifications
1 249 (13.10%) Degree
2 67 (3.52%) Security Cleared
3 22 (1.16%) PRINCE2 Practitioner
4 20 (1.05%) SAS Certification
5 15 (0.79%) SC Cleared
6 14 (0.74%) DV Cleared
6 14 (0.74%) ISEB
7 13 (0.68%) Microsoft Certification
8 12 (0.63%) CISSP
9 9 (0.47%) MCP
10 8 (0.42%) ISTQB
11 7 (0.37%) MCSA
11 7 (0.37%) MCSE
12 6 (0.32%) MBA
12 6 (0.32%) Oracle Certification
13 5 (0.26%) CCA
13 5 (0.26%) ISTQB Foundation Certification
13 5 (0.26%) MCITP
14 4 (0.21%) BPSS Clearance
14 4 (0.21%) ITIL Certification
Quality Assurance & Compliance
1 135 (7.10%) QA
2 33 (1.74%) SLA
3 24 (1.26%) EMIR
4 23 (1.21%) Solvency II
5 17 (0.89%) ISO/IEC 27001
6 14 (0.74%) MiFID
7 12 (0.63%) CRD IV
7 12 (0.63%) Dodd-Frank
7 12 (0.63%) PCI DSS
8 10 (0.53%) FATCA
9 6 (0.32%) SSAE 16
10 4 (0.21%) COBIT
11 2 (0.11%) SDET
12 1 (0.053%) HL7
System Software
1 17 (0.89%) Active Directory
2 14 (0.74%) HDFS
3 13 (0.68%) Oracle RAC
4 10 (0.53%) Apache Flume
5 3 (0.16%) Oracle Clusterware
5 3 (0.16%) vSphere
6 2 (0.11%) VirtualBox
7 1 (0.053%) Docker
7 1 (0.053%) Hyper-V
7 1 (0.053%) VMware Infrastructure
Systems Management
1 15 (0.79%) Systems Management Server (SMS)
2 11 (0.58%) Data Guard
3 9 (0.47%) Oracle EDQ
4 8 (0.42%) SCCM
5 7 (0.37%) Jitterbit
6 5 (0.26%) Kibana
7 4 (0.21%) logstash
7 4 (0.21%) Oracle RMAN
8 3 (0.16%) HP Quality Center
8 3 (0.16%) Oracle Flashback
8 3 (0.16%) SCOM
8 3 (0.16%) SCVMM
8 3 (0.16%) Windows Intune
9 2 (0.11%) Cisco IPCC
9 2 (0.11%) EMC NetWorker
10 1 (0.053%) Mesos
10 1 (0.053%) Oracle Enterprise Manager
Vendors
1 405 (21.30%) Oracle
2 377 (19.83%) Microsoft
3 255 (13.41%) Tableau
4 192 (10.10%) SAP
5 187 (9.84%) Informatica
6 87 (4.58%) Salesforce.com
7 86 (4.52%) IBM
8 84 (4.42%) Cognos
9 80 (4.21%) Talend
9 80 (4.21%) Teradata
10 50 (2.63%) Ab Initio
11 46 (2.42%) Netezza
12 44 (2.31%) MicroStrategy
13 30 (1.58%) Casewise
14 24 (1.26%) Trillium
15 19 (1.00%) Adobe
15 19 (1.00%) Cloudera
16 17 (0.89%) DataFlux
17 16 (0.84%) Capita
17 16 (0.84%) Hortonworks
City, London
ANSON MCCADE
Salary: £35,000 - £70,000 + strong package
Posted: 2 hours ago
City, London
ANSON MCCADE
Salary: £40k - £80k plus benefits
Posted: 2 hours ago
City, London
ANSON MCCADE
Salary: £50k - £60k plus performance bonus
Posted: 2 hours ago
London
Harvey Nash plc
Salary: £50000 - £60000 per annum
Posted: 3 hours ago
London
Harrington Starr
Salary: £65000 - £75000 per annum + bonus, benefits + training
Posted: 3 hours ago
South East London
Merkle DBG
Salary: £Competitive + benefits
Posted: 7 hours ago
Oldham, Lancashire
Michael Page Technology
Salary: £3000 - £34000 per annum + benefits
Posted: 9 hours ago
City, London
Clear Edge Consulting
Salary: From £85,000 to £90,000 per annum Bonus
Posted: 9 hours ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £0 to £24,000 per annum
Posted: 9 hours ago
Leeds, Yorkshire
Reed Technology
Posted: 22 hours ago
City, London
Empiric.com
Salary: From £80,000 to £120,000 per annum + bonus + benefits
Posted: Yesterday
Edinburgh, Midlothian
Oliver James Associates
Salary: £80000 - £85000 per annum + Car, PMI, Flexible benefits, bonus
Posted: Yesterday
City, London
Lawrence Harvey Enterprise
Salary: £70000.00 - £85000.00 per annum + 5% Bonus+ Benefits + Home based
Posted: Yesterday
York, North Yorkshire
HAYS INFORMATION TECHNOLOGY
Salary: £28000.00 - £35000.00 per annum + excellent bens
Posted: Yesterday
Swindon, Wiltshire
KDR
Salary: £25000 - £35000 per annum + Benefits
Posted: Yesterday
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £45,000 per annum
Posted: Yesterday
Brighton, East Sussex
ARC IT Recruitment Ltd
Salary: Up to £50,000 per annum + Benefits
Posted: Yesterday
London
Sage UK Limited
Posted: Yesterday
London
Exposed Solutions
Salary: £55000 - £65000 per annum
Posted: Yesterday
Bristol, Avon
Redrock Consulting Ltd
Salary: £35000 - £55000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
Spring Technology
Salary: £26000 per annum
Posted: 2 days ago
Bristol, Avon
Oliver James Associates
Salary: £42500 - £47500 per annum + bonus & pension
Posted: 2 days ago
London
Oliver James Associates
Salary: £65000 - £75000 per annum + Car, PMI, Flexible benefits, bonus
Posted: 2 days ago
Manchester, Lancashire
Peninsula
Salary: £30k - 40k per year + Excellent benefits
Posted: 2 days ago
London
Eaglecliff
Salary: From £60,000 to £70,000 per annum + Benefits
Posted: 2 days ago
City, London
Eames Consulting
Salary: £70000 - £75000 per annum + Excellent Benefits
Posted: 2 days ago
Birmingham, West Midlands (County)
KDR
Salary: £45000 - £65000 per annum + Flex Benefits + Bonus
Posted: 5 days ago
City, London
Streamline Connections
Salary: £55000 - £60000.00 per annum + Benefits
Posted: 5 days ago
London
Opilio Recruitment
Salary: £25k - 30k per year
Posted: 5 days ago
City, London
E-synergy Solutions
Salary: £300 - £325 per day
Posted: 5 days ago
Glasgow, Lanarkshire
Harvey Nash plc
Salary: £45000 - £50000 per annum + Bonus + Benefits
Posted: 5 days ago
Watford, Hertfordshire
KDR
Salary: £25000 - £35000 per annum + Benefits
Posted: 5 days ago
UK
JM
Salary: £60000 - £65000 per annum + bonus and pension
Posted: 6 days ago
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £25,000 to £26,000 per annum
Posted: 6 days ago
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £50000 - £65000 per annum + Car + bonus + benefits
Posted: 6 days ago
South East London
360 Resourcing Solutions
Salary: £24k - 25.5k per year
Posted: 6 days ago
Milton Keynes, Buckinghamshire
Reed Technology
Salary: £28000 - £38000 per annum
Posted: 6 days ago
London
Joseph Harry Ltd
Salary: £35000 - £50000 per annum + Bonus + 10% Pension
Posted: 6 days ago
Loughborough, Leicestershire
British Gypsum (Saint-Gobain)
Salary: Competitive
Posted: 7 days ago
Loughborough, Leicestershire
British Gypsum (Saint-Gobain)
Salary: Competitive
Posted: 7 days ago