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

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Data Quality
Rank 333 344 369
Rank change year-on-year
+11 +25
Permanent jobs citing Data Quality 876 996 932
As % of all permanent IT jobs located in the UK 0.89% 0.91% 0.79%
As % of the Quality Assurance & Compliance category 7.47% 7.84% 6.98%
Number of salaries quoted 647 715 739
Median salary £52,500 £50,000 £50,000
Median salary % change year-on-year
+5.00% -
90% offered a salary of more than £30,000 £32,500 £32,500
10% offered a salary of more than £80,000 £82,800 £77,500
UK excluding London median salary £45,000 £45,000 £47,500
% change year-on-year
- -5.26%

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
11727 12705 13343
As % of all permanent IT jobs located in the UK 11.96% 11.57% 11.33%
Number of salaries quoted 9282 9993 10379
Median salary £50,000 £46,000 £47,000
Median salary % change year-on-year
+8.69% -2.12%
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £75,000 £70,000 £75,000
UK excluding London median salary £45,000 £42,049 £40,500
% change year-on-year
+7.01% +3.82%

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 28 July 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 28 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
England +4 825 £53,500 +7.00% 80
London +10 406 £60,000 +4.34% 41
South East +35 152 £50,000 +11.11% 6
City of London 0 74 £57,500 - 14
Berkshire +44 63 £55,000 +10.00% 2
East of England +40 61 £52,500 +31.25% 7
North West +29 53 £35,000 -18.12% 15
Yorkshire -8 37 £32,500 -31.57% 4
South West +15 36 £40,000 -7.32% 3
West Midlands -50 36 £42,500 +1.19% 1
West Yorkshire -13 33 £35,000 -30.00% 3
Hertfordshire +44 32 £48,750 +8.33% 3
Reading +33 30 £55,000 +29.41% 1
Scotland -2 27 £45,000 - 2
Leeds +12 22 £25,500 -49.00% 3
East Midlands -7 22 £26,000 -30.66% 2
Hampshire +8 20 £55,000 +32.53% 1
Manchester -2 20 £40,000 -6.97% 6
Cambridgeshire +17 19 £58,750 +46.87% 3
West Sussex +16 17 £50,000 -31.03%
Leicestershire +9 17 £26,000 -54.78%
Leicester +9 16 £26,000 -50.47%
Warwickshire +25 15 £53,500 -6.95%
Maidenhead +5 15 £77,500 +55.00%
Crawley +4 15 £50,000 -31.03%
Glasgow -14 15 £40,000 -5.88% 1
Bristol +31 14 £43,125 -1.42%
Cheshire +35 13 £33,000 -17.50% 6
Birmingham -30 13 £30,000 -20.00%
Edinburgh +7 12 £45,000 -5.26% 1

Data Quality
Top 30 Related IT Skills

For the 6 months to 28 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 with a requirement for Data Quality.

1 713 (40.53%) SQL
2 685 (38.94%) Business Intelligence
3 625 (35.53%) Data Warehouse
4 574 (32.63%) Finance
5 573 (32.58%) Data Management
6 565 (32.12%) ETL
7 482 (27.40%) SQL Server
8 451 (25.64%) Analytics
9 449 (25.53%) Data Governance
10 423 (24.05%) Analytical Skills
11 393 (22.34%) Data Modelling
12 387 (22.00%) Oracle
13 339 (19.27%) Microsoft
14 289 (16.43%) Agile Software Development
15 285 (16.20%) Data Analysis
16 278 (15.80%) SQL Server Integration Services
17 248 (14.10%) SQL Server Reporting Services
18 242 (13.76%) Degree
19 240 (13.64%) MS Excel
20 238 (13.53%) Master Data Management
21 231 (13.13%) Tableau
22 225 (12.79%) Data Architecture
23 209 (11.88%) Big Data
24 206 (11.71%) Management Information System
25 200 (11.37%) Informatica
25 200 (11.37%) Marketing
26 196 (11.14%) CRM
27 195 (11.09%) Data Integration
28 183 (10.40%) T-SQL
29 182 (10.35%) Relational Database

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
1 137 (7.79%) SAS
2 43 (2.44%) SharePoint
3 13 (0.74%) Apache Spark
4 9 (0.51%) Apache Pig
4 9 (0.51%) PowerExchange
5 7 (0.40%) Tomcat
6 5 (0.28%) Elasticsearch
7 4 (0.23%) BizTalk Server
7 4 (0.23%) CMS
7 4 (0.23%) Oracle Workflow
7 4 (0.23%) WebLogic
8 3 (0.17%) Oracle Application Server
9 2 (0.11%) Apache Solr
9 2 (0.11%) ArcGIS
9 2 (0.11%) Content Management Server
9 2 (0.11%) Documentum
9 2 (0.11%) WebSphere
10 1 (0.057%) Confluence
10 1 (0.057%) IIS
10 1 (0.057%) NetWeaver
Applications
1 240 (13.64%) MS Excel
2 75 (4.26%) MS Office
3 56 (3.18%) MS PowerPoint
4 29 (1.65%) MS Visio
5 27 (1.53%) SPSS
6 11 (0.63%) Spreadsheet
7 5 (0.28%) GNU Octave
8 1 (0.057%) Adobe Creative Suite
8 1 (0.057%) Adobe Illustrator
8 1 (0.057%) OmniGraffle
8 1 (0.057%) Photoshop
Business Applications
1 17 (0.97%) Dynamics CRM
1 17 (0.97%) Oracle EBS
2 16 (0.91%) SAP HR
3 14 (0.80%) SAP MDM
4 12 (0.68%) Salesforce.com CRM
5 10 (0.57%) Cognos Business Intelligence
6 9 (0.51%) Adobe Campaign
6 9 (0.51%) SAP Payroll
7 6 (0.34%) Eloqua
7 6 (0.34%) FastStats PeopleStage
7 6 (0.34%) Markit EDM
7 6 (0.34%) SAP CRM
7 6 (0.34%) SAP Oil and Gas
7 6 (0.34%) Unica
8 5 (0.28%) Maximo
8 5 (0.28%) Oracle CRM
8 5 (0.28%) SAP PP
8 5 (0.28%) SystmOne
9 4 (0.23%) Dynamics AX
9 4 (0.23%) RMDS
Cloud Services
1 34 (1.93%) Microsoft Azure
2 30 (1.71%) Amazon AWS
3 21 (1.19%) Force.com
4 19 (1.08%) SaaS
5 10 (0.57%) Cloud Computing
6 7 (0.40%) Office 365
6 7 (0.40%) Taleo
7 6 (0.34%) BlueKai
8 5 (0.28%) Adobe Analytics
8 5 (0.28%) iPaaS
8 5 (0.28%) Oracle CX
9 4 (0.23%) Google Analytics
10 3 (0.17%) Google Cloud Platform
11 2 (0.11%) GitHub
11 2 (0.11%) PaaS
12 1 (0.057%) FinancialForce.com
12 1 (0.057%) IaaS
Communications & Networking
1 7 (0.40%) Internet
2 6 (0.34%) Intranet
3 4 (0.23%) DSL
4 3 (0.17%) Firewall
4 3 (0.17%) Kerberos
4 3 (0.17%) LAN
4 3 (0.17%) PPP
4 3 (0.17%) SSL
4 3 (0.17%) WAN
4 3 (0.17%) Wireless
5 2 (0.11%) HTTP
5 2 (0.11%) HTTPS
6 1 (0.057%) DHCP
6 1 (0.057%) LDAP
6 1 (0.057%) NFC
6 1 (0.057%) RFID
6 1 (0.057%) SMS
6 1 (0.057%) VLAN
Database & Business Intelligence
1 625 (35.53%) Data Warehouse
2 482 (27.40%) SQL Server
3 278 (15.80%) SQL Server Integration Services
4 248 (14.10%) SQL Server Reporting Services
5 209 (11.88%) Big Data
6 182 (10.35%) Relational Database
7 160 (9.10%) SQL Server Analysis Services
8 155 (8.81%) BusinessObjects
9 150 (8.53%) QlikView
10 116 (6.59%) Hadoop
11 88 (5.00%) Data Mining
12 87 (4.95%) SQL Server 2008
13 77 (4.38%) SQL Server 2012
14 62 (3.52%) Power BI
15 59 (3.35%) Enterprise Data Warehouse
15 59 (3.35%) SQL Server 2014
16 55 (3.13%) Data Mart
16 55 (3.13%) RDBMS
17 50 (2.84%) PowerPivot
18 46 (2.62%) OLAP
Development Applications
1 60 (3.41%) Talend Open Studio
2 39 (2.22%) ERwin
3 30 (1.71%) Team Foundation Server
4 29 (1.65%) Oracle APEX
5 22 (1.25%) JIRA
6 15 (0.85%) SQL Server Management Studio (SSMS)
7 12 (0.68%) Visual Studio
8 9 (0.51%) Oracle Forms
9 4 (0.23%) Eclipse
9 4 (0.23%) JSUnit
9 4 (0.23%) PowerDesigner
10 3 (0.17%) Octopus Deploy
10 3 (0.17%) Selenium
10 3 (0.17%) TestDirector
10 3 (0.17%) WebDriver
11 2 (0.11%) Bugzilla
11 2 (0.11%) Lombardi
11 2 (0.11%) LSMW
11 2 (0.11%) PVCS
11 2 (0.11%) Subversion
General
1 574 (32.63%) Finance
2 200 (11.37%) Marketing
3 135 (7.67%) Retail
4 118 (6.71%) Banking
5 77 (4.38%) Legal
6 33 (1.88%) Publishing
7 31 (1.76%) Manufacturing
8 26 (1.48%) Pharmaceutical
9 24 (1.36%) Telecoms
10 23 (1.31%) Investment Banking
11 22 (1.25%) Law
11 22 (1.25%) Retail Banking
12 20 (1.14%) Billing
13 19 (1.08%) Back Office
14 15 (0.85%) Advertising
15 14 (0.80%) Financial Institution
15 14 (0.80%) Front Office
16 13 (0.74%) Games
17 12 (0.68%) Automotive
18 11 (0.63%) General Ledger
Job Titles
1 534 (30.36%) Analyst
2 272 (15.46%) Developer
3 238 (13.53%) Architect
3 238 (13.53%) Data Analyst
4 175 (9.95%) Data Architect
5 167 (9.49%) Data Manager
6 163 (9.27%) Consultant
7 106 (6.03%) Business Intelligence Analyst
8 102 (5.80%) SQL Analyst
9 95 (5.40%) Business Intelligence Developer
10 88 (5.00%) Business Analyst
11 79 (4.49%) Data Consultant
12 74 (4.21%) SQL Developer
13 64 (3.64%) SQL Data Analyst
14 60 (3.41%) Governance Manager
15 58 (3.30%) Administrator
16 52 (2.96%) Data Quality Analyst
17 51 (2.90%) SSIS Developer
18 49 (2.79%) Data Governance Analyst
18 49 (2.79%) Data Governance Manager
Libraries, Frameworks & Software Standards
1 117 (6.65%) .NET
2 91 (5.17%) Web Services
3 85 (4.83%) XML
4 68 (3.87%) MDX
5 49 (2.79%) Middleware
6 47 (2.67%) Oracle Fusion
7 38 (2.16%) Oracle GoldenGate
8 32 (1.82%) HTML
9 23 (1.31%) CSS
10 22 (1.25%) REST
11 18 (1.02%) SOAP
12 16 (0.91%) COM
13 13 (0.74%) Velocity
14 11 (0.63%) XSLT
15 9 (0.51%) JSON
16 7 (0.40%) AngularJS
16 7 (0.40%) HTML5
16 7 (0.40%) J2SE
16 7 (0.40%) XSD
17 6 (0.34%) CSS3
Miscellaneous
1 423 (24.05%) Analytical Skills
2 206 (11.71%) Management Information System
3 195 (11.09%) Data Integration
4 167 (9.49%) Visualisation
5 117 (6.65%) Computer Science
6 87 (4.95%) Data Structures
7 68 (3.87%) Mathematics
8 59 (3.35%) Statistics
9 45 (2.56%) Reference Data
10 43 (2.44%) Enterprise Software
11 36 (2.05%) Data Extraction
12 28 (1.59%) Virtual Team
13 27 (1.53%) Data Protection Act
14 25 (1.42%) Performance Metrics
15 19 (1.08%) Replication
16 18 (1.02%) Derivative
17 17 (0.97%) Economics
18 15 (0.85%) Life Science
18 15 (0.85%) Taxonomies
19 14 (0.80%) Equities
Operating Systems
1 65 (3.70%) Windows
2 32 (1.82%) Unix
3 19 (1.08%) Linux
4 18 (1.02%) Windows Server
5 9 (0.51%) Windows Server 2003
6 4 (0.23%) Solaris
7 3 (0.17%) Windows Server 2012
8 1 (0.057%) AIX
8 1 (0.057%) Windows 2000
8 1 (0.057%) Windows XP
Processes & Methodologies
1 685 (38.94%) Business Intelligence
2 573 (32.58%) Data Management
3 565 (32.12%) ETL
4 451 (25.64%) Analytics
5 449 (25.53%) Data Governance
6 393 (22.34%) Data Modelling
7 289 (16.43%) Agile Software Development
8 285 (16.20%) Data Analysis
9 238 (13.53%) Master Data Management
10 225 (12.79%) Data Architecture
11 196 (11.14%) CRM
12 179 (10.18%) Information Management
13 170 (9.66%) Stakeholder Management
14 160 (9.10%) Migration
15 140 (7.96%) ITIL
16 138 (7.85%) Data Analytics
17 129 (7.33%) Data Cleansing
18 128 (7.28%) Project Management
19 118 (6.71%) Quality Management
20 117 (6.65%) Kimball Methodology
Programming Languages
1 713 (40.53%) SQL
2 183 (10.40%) T-SQL
3 100 (5.69%) Java
4 90 (5.12%) PL/SQL
5 87 (4.95%) C#
6 64 (3.64%) VBA
7 53 (3.01%) Python
8 50 (2.84%) R
9 40 (2.27%) Data Analysis Expressions (DAX)
10 33 (1.88%) Apex Code
11 28 (1.59%) VB
12 27 (1.53%) JavaScript
13 14 (0.80%) Perl
14 13 (0.74%) C
14 13 (0.74%) PHP
15 11 (0.63%) C++
15 11 (0.63%) Shell Script
15 11 (0.63%) XPath
16 8 (0.45%) Scala
17 6 (0.34%) SOQL
Qualifications
1 242 (13.76%) Degree
2 35 (1.99%) Security Cleared
3 14 (0.80%) SAS Certification
4 12 (0.68%) SC Cleared
5 10 (0.57%) CISSP
5 10 (0.57%) MBA
6 9 (0.51%) ISEB
7 8 (0.45%) DV Cleared
7 8 (0.45%) ITIL Certification
7 8 (0.45%) Microsoft Certification
8 7 (0.40%) IBM Certification
8 7 (0.40%) MCSA
9 6 (0.34%) ISTQB
10 5 (0.28%) CCA
10 5 (0.28%) ITIL Foundation Certificate
11 4 (0.23%) MCSE
11 4 (0.23%) PhD
12 3 (0.17%) DBS Check
12 3 (0.17%) PMI Certification
12 3 (0.17%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 141 (8.02%) QA
2 40 (2.27%) SLA
3 24 (1.36%) ISO/IEC 27001
4 16 (0.91%) Solvency II
5 14 (0.80%) PCI DSS
6 12 (0.68%) EMIR
7 8 (0.45%) MiFID
8 7 (0.40%) COBIT
8 7 (0.40%) Dodd-Frank
9 6 (0.34%) SSAE 16
10 5 (0.28%) CRD IV
11 4 (0.23%) FATCA
11 4 (0.23%) GMP
12 2 (0.11%) SNOMED CT
13 1 (0.057%) Actionable Recommendations
13 1 (0.057%) HL7
System Software
1 13 (0.74%) Active Directory
2 8 (0.45%) HDFS
3 7 (0.40%) Oracle RAC
4 6 (0.34%) Apache Flume
5 3 (0.17%) Oracle Clusterware
5 3 (0.17%) vSphere
6 1 (0.057%) Virtual Machines
6 1 (0.057%) VMware Infrastructure
Systems Management
1 9 (0.51%) Oracle EDQ
2 7 (0.40%) Control-M
3 6 (0.34%) SCCM
4 5 (0.28%) Data Guard
4 5 (0.28%) Jitterbit
4 5 (0.28%) Kibana
5 4 (0.23%) logstash
5 4 (0.23%) Oracle RMAN
5 4 (0.23%) Systems Management Server (SMS)
6 3 (0.17%) HP Quality Center
6 3 (0.17%) Microsoft Intune
6 3 (0.17%) Oracle Flashback
6 3 (0.17%) SCOM
6 3 (0.17%) SCVMM
7 2 (0.11%) Cisco IPCC
7 2 (0.11%) EMC NetWorker
8 1 (0.057%) Nagios
8 1 (0.057%) Oracle Enterprise Manager
Vendors
1 387 (22.00%) Oracle
2 339 (19.27%) Microsoft
3 231 (13.13%) Tableau
4 200 (11.37%) Informatica
5 180 (10.23%) SAP
6 129 (7.33%) Salesforce.com
7 78 (4.43%) IBM
8 62 (3.52%) Teradata
9 60 (3.41%) Cognos
9 60 (3.41%) Talend
10 58 (3.30%) Ab Initio
11 40 (2.27%) MicroStrategy
12 39 (2.22%) Casewise
13 36 (2.05%) Netezza
14 21 (1.19%) Trillium
15 19 (1.08%) Adobe
16 17 (0.97%) Sybase
17 15 (0.85%) Capita
17 15 (0.85%) Cognizant
18 13 (0.74%) TIBCO
Rickmansworth, Hertfordshire
Rushworths
Salary: Competitive base + car/car allowance & benefits
Posted: 9 hours ago
City, London
Best Practice Talent Solutions
Salary: From £55,000 to £75,000 per annum Salary offered dependent on current
Posted: 17 hours ago
London
Joseph Harry Ltd
Salary: £35000 - £50000 per annum + 25% Bonus + 10% Pension
Posted: 9 hours ago
City, London
Greywood Associates Limited
Salary: £50000 - £75000 per annum + bens
Posted: 6 hours ago
Dorset
Initi8 Recruitment
Salary: £60000 - £65000 Per Annum
Posted: Yesterday
Cambridge, Cambridgeshire
Harvey Nash plc
Salary: £50000 - £65000 per annum
Posted: Yesterday
Plymouth, Devon
EasyWebRecruitment.com
Salary: £27023 - £30612 per annum
Posted: 2 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £35,000 per annum
Posted: Yesterday
City, London
Red10
Salary: £45000 - £50000 per annum
Posted: 3 days ago
City, London
Empiric.com
Salary: From £65,000 to £75,000 per annum + benefits
Posted: 2 days ago
London
Harvey Nash plc
Salary: £80000 - £85000 per annum + Bonus & Excellent Package
Posted: 3 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £0 to £24,000 per annum
Posted: 3 days ago
Bournemouth, Dorset
Circle Recruitment
Salary: Benefits
Posted: 2 days ago
Broxbourne, Hertfordshire
Understanding Recruitment
Salary: £35000.00 - £50000.00 per annum + Excellent Benefits
Posted: 3 days ago
City, London
Best Practice Talent Solutions
Salary: From £24,000 to £35,000 per annum Salary will be given based on experi
Posted: 2 days ago
London
Big Wednesday Digital Ltd
Posted: 3 days ago
Barrow-In-Furness, Cumbria
BAE Systems
Posted: Yesterday
Reading, Berkshire
KDR
Salary: £27000 - £35000 per annum + Benefits
Posted: 5 days ago
City, London
Harris Rubbert Associates
Salary: £75,000 per annum + Bonus + Benefits
Posted: 4 days ago
City, London
Streamline Connections
Salary: £55000 - £60000.00 per annum + Benefits
Posted: 3 days ago
Leeds, West Yorkshire
Redrock Consulting Ltd
Salary: £30000 - £40000 per annum
Posted: 2 days ago
Liverpool, Merseyside
Harvey Nash plc
Salary: £35000 per annum
Posted: 6 days ago
London
Venturi
Salary: £70000 - £75000 per annum + Bonus + Benefits
Posted: 3 days ago
Edinburgh, Midlothian
Sanderson
Salary: £30000.00 - £45000.00 per annum + Benefits
Posted: 7 days ago
London
Joseph Harry Ltd
Salary: £45000 - £60000 per annum + 25% Bonus + Pension
Posted: 5 days ago
Cambridge, Cambridgeshire
Cambridge Assessment
Salary: Competitive
Posted: 7 days ago
London
Joseph Harry Ltd
Salary: £30000 - £40000 per annum + 25% Bonus + 10% Pension
Posted: 5 days ago
London
Opilio Recruitment
Salary: £25k - 30k per year
Posted: 6 days ago
Knutsford, Cheshire
Cognizant
Posted: 21 days ago
Central London / West End
The Start Up Loans Company
Salary: From £25,000 to £35,000 per annum
Posted: 21 days ago