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

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Data Quality
Rank 371 374 358
Rank change year-on-year
+3 -16
Permanent jobs citing Data Quality 801 877 970
As % of all permanent IT jobs located in the UK 0.81% 0.80% 0.82%
As % of the Quality Assurance & Compliance category 6.93% 7.05% 7.22%
Number of salaries quoted 585 621 761
Median salary £50,000 £50,000 £51,000
Median salary % change year-on-year
- -1.96%
90% offered a salary of more than £30,000 £34,000 £32,500
10% offered a salary of more than £77,500 £82,500 £79,500
UK excluding London median salary £45,000 £42,500 £47,500
% change year-on-year
+5.88% -10.52%

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
11555 12438 13434
As % of all permanent IT jobs located in the UK 11.74% 11.36% 11.31%
Number of salaries quoted 9225 9790 10445
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 £28,000
10% offered a salary of more than £75,000 £70,000 £75,000
UK excluding London median salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

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 June 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 June 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 +13 769 £52,133 -0.22% 67
London +6 381 £57,000 -5.00% 34
South East +48 157 £50,000 +16.27% 8
City of London +24 73 £55,000 -4.34% 8
Berkshire +52 65 £55,000 +15.78% 2
East of England +34 51 £45,000 +12.50%
Yorkshire +7 44 £35,500 -11.25% 8
West Yorkshire -5 41 £40,000 - 7
North West +32 37 £32,500 -23.52% 1
Reading +42 35 £55,000 +29.41% 1
South West +8 33 £43,750 -0.56% 9
West Midlands -29 31 £50,000 +17.64%
Leeds +7 29 £26,000 -32.90% 5
Hampshire +20 28 £55,000 +41.02%
Hertfordshire +37 27 £52,500 +16.66%
Surrey +7 19 £42,750 -22.97%
Manchester +10 18 £39,000 -25.71% 1
Bristol +21 16 £50,000 +14.28% 5
Warwickshire +17 16 £54,250 -5.65%
Maidenhead +15 16 £77,500 +55.00%
East Midlands -14 16 £26,000 -35.00% 7
Scotland -28 14 £45,000 +2.85% 2
Warwick -11 12 £51,750 -10.00%
Watford +26 11 £60,000 +84.61%
Cambridgeshire +8 11 £48,500 +21.25%
West Sussex +3 11 £50,000 -4.76%
Birmingham -17 11 £30,000 -17.24%
Kent - 11 £45,000 -
Wiltshire +23 10 £30,000 -33.33% 2
Crawley -9 10 £50,000 -31.03%

Data Quality
Top 30 Related IT Skills

For the 6 months to 28 June 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.

1 777 (42.32%) SQL
2 754 (41.07%) Business Intelligence
3 672 (36.60%) Data Warehouse
4 592 (32.24%) Finance
5 576 (31.37%) Data Management
6 549 (29.90%) ETL
7 528 (28.76%) SQL Server
8 487 (26.53%) Data Governance
9 436 (23.75%) Analytical Skills
10 422 (22.98%) Analytics
11 408 (22.22%) Data Modelling
12 389 (21.19%) Oracle
13 366 (19.93%) Microsoft
14 326 (17.76%) SQL Server Integration Services
15 319 (17.37%) Agile Software Development
16 306 (16.67%) Data Analysis
17 284 (15.47%) SQL Server Reporting Services
18 277 (15.09%) MS Excel
19 242 (13.18%) Tableau
20 230 (12.53%) Degree
21 225 (12.25%) Data Architecture
22 218 (11.87%) Master Data Management
23 216 (11.76%) Big Data
24 208 (11.33%) T-SQL
25 204 (11.11%) Management Information System
26 200 (10.89%) Marketing
27 196 (10.68%) Data Integration
28 191 (10.40%) SQL Server Analysis Services
28 191 (10.40%) Stakeholder Management
28 191 (10.40%) SAP

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
1 166 (9.04%) SAS
2 49 (2.67%) SharePoint
3 14 (0.76%) Apache Pig
4 13 (0.71%) Apache Spark
5 7 (0.38%) CMS
6 6 (0.33%) Tomcat
7 5 (0.27%) BizTalk Server
7 5 (0.27%) Elasticsearch
8 4 (0.22%) Oracle Workflow
8 4 (0.22%) WebLogic
8 4 (0.22%) WebSphere
9 3 (0.16%) NetWeaver
9 3 (0.16%) Oracle Application Server
9 3 (0.16%) PowerExchange
10 2 (0.11%) Apache Solr
10 2 (0.11%) ArcGIS
10 2 (0.11%) Content Management Server
10 2 (0.11%) Documentum
11 1 (0.054%) IBM Notes
11 1 (0.054%) SharePoint Server
Applications
1 277 (15.09%) MS Excel
2 84 (4.58%) MS Office
3 52 (2.83%) MS PowerPoint
4 35 (1.91%) SPSS
5 25 (1.36%) MS Visio
6 11 (0.60%) Spreadsheet
7 5 (0.27%) GNU Octave
8 2 (0.11%) CATIA
9 1 (0.054%) Adobe Creative Suite
9 1 (0.054%) Adobe Illustrator
9 1 (0.054%) OmniGraffle
9 1 (0.054%) Photoshop
Business Applications
1 20 (1.09%) Oracle EBS
2 19 (1.03%) SAP HR
2 19 (1.03%) SAP MDM
3 13 (0.71%) Dynamics CRM
4 12 (0.65%) SAP Payroll
5 9 (0.49%) Salesforce.com CRM
6 8 (0.44%) Adobe Campaign
7 7 (0.38%) Maximo
8 6 (0.33%) FastStats PeopleStage
8 6 (0.33%) Markit EDM
8 6 (0.33%) SAP MM
8 6 (0.33%) SAP PP
8 6 (0.33%) Unica
9 5 (0.27%) MetaTrader
9 5 (0.27%) Oracle CRM
10 4 (0.22%) Eloqua
10 4 (0.22%) Oracle Applications
10 4 (0.22%) Oracle Financials
10 4 (0.22%) RMDS
10 4 (0.22%) SAP PM
Cloud Services
1 34 (1.85%) Microsoft Azure
2 22 (1.20%) Amazon AWS
2 22 (1.20%) SaaS
3 13 (0.71%) Force.com
4 11 (0.60%) Cloud Computing
5 8 (0.44%) Taleo
6 6 (0.33%) BlueKai
7 5 (0.27%) Adobe Analytics
7 5 (0.27%) Google Analytics
7 5 (0.27%) Office 365
7 5 (0.27%) Oracle CX
8 4 (0.22%) Google Cloud Platform
9 2 (0.11%) Google Drive
10 1 (0.054%) FinancialForce.com
10 1 (0.054%) SuccessFactors
Communications & Networking
1 6 (0.33%) Internet
2 4 (0.22%) Firewall
2 4 (0.22%) Intranet
2 4 (0.22%) Kerberos
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%) WebEx
5 1 (0.054%) DHCP
5 1 (0.054%) HTTP
5 1 (0.054%) NFC
5 1 (0.054%) Remote Desktop
5 1 (0.054%) RFID
5 1 (0.054%) SMS
5 1 (0.054%) VLAN
5 1 (0.054%) VPN
Database & Business Intelligence
1 672 (36.60%) Data Warehouse
2 528 (28.76%) SQL Server
3 326 (17.76%) SQL Server Integration Services
4 284 (15.47%) SQL Server Reporting Services
5 216 (11.76%) Big Data
6 191 (10.40%) SQL Server Analysis Services
7 189 (10.29%) BusinessObjects
8 176 (9.59%) QlikView
9 158 (8.61%) Relational Database
10 125 (6.81%) Hadoop
11 107 (5.83%) SQL Server 2012
12 102 (5.56%) SQL Server 2008
13 96 (5.23%) Data Mining
14 83 (4.52%) Data Mart
15 80 (4.36%) SQL Server 2014
16 65 (3.54%) Power BI
17 63 (3.43%) Enterprise Data Warehouse
18 52 (2.83%) RDBMS
19 49 (2.67%) Spotfire
20 48 (2.61%) OLAP
Development Applications
1 73 (3.98%) Talend Open Studio
2 30 (1.63%) Team Foundation Server
3 29 (1.58%) ERwin
3 29 (1.58%) JIRA
4 26 (1.42%) Oracle APEX
5 17 (0.93%) SQL Server Management Studio (SSMS)
6 14 (0.76%) Visual Studio
7 9 (0.49%) Axure RP
7 9 (0.49%) Oracle Forms
8 6 (0.33%) Octopus Deploy
9 4 (0.22%) Eclipse
9 4 (0.22%) Lombardi
9 4 (0.22%) PowerDesigner
10 3 (0.16%) Selenium
10 3 (0.16%) Subversion
10 3 (0.16%) TestDirector
10 3 (0.16%) WebDriver
11 2 (0.11%) Hudson
11 2 (0.11%) LSMW
11 2 (0.11%) Maven
General
1 592 (32.24%) Finance
2 200 (10.89%) Marketing
3 130 (7.08%) Retail
4 120 (6.54%) Banking
5 67 (3.65%) Legal
6 30 (1.63%) Back Office
6 30 (1.63%) Manufacturing
7 29 (1.58%) Publishing
8 26 (1.42%) Telecoms
9 25 (1.36%) Billing
9 25 (1.36%) Law
10 22 (1.20%) Pharmaceutical
11 21 (1.14%) Games
12 19 (1.03%) Financial Institution
12 19 (1.03%) Front Office
12 19 (1.03%) Investment Banking
13 15 (0.82%) Automotive
14 14 (0.76%) Advertising
15 12 (0.65%) General Ledger
15 12 (0.65%) Retail Banking
Job Titles
1 588 (32.03%) Analyst
2 305 (16.61%) Developer
3 270 (14.71%) Data Analyst
4 211 (11.49%) Architect
5 189 (10.29%) Consultant
6 170 (9.26%) Data Manager
7 149 (8.12%) Data Architect
8 126 (6.86%) Business Intelligence Analyst
8 126 (6.86%) Business Intelligence Developer
9 121 (6.59%) SQL Analyst
10 105 (5.72%) SQL Developer
11 101 (5.50%) Business Analyst
12 87 (4.74%) Data Consultant
13 66 (3.59%) SQL Data Analyst
14 64 (3.49%) Governance Manager
15 60 (3.27%) Business Intelligence Consultant
15 60 (3.27%) Data Quality Analyst
16 58 (3.16%) Administrator
17 56 (3.05%) Data Governance Analyst
17 56 (3.05%) Data Governance Manager
Libraries, Frameworks & Software Standards
1 121 (6.59%) .NET
2 80 (4.36%) Web Services
3 76 (4.14%) XML
4 65 (3.54%) MDX
5 45 (2.45%) Middleware
6 44 (2.40%) Oracle GoldenGate
7 41 (2.23%) Oracle Fusion
8 40 (2.18%) HTML
9 32 (1.74%) CSS
10 18 (0.98%) REST
11 16 (0.87%) Velocity
12 12 (0.65%) COM
12 12 (0.65%) SOAP
13 11 (0.60%) XSLT
14 9 (0.49%) Ajax
14 9 (0.49%) jQuery
15 8 (0.44%) CSS3
15 8 (0.44%) JSON
15 8 (0.44%) Kafka
16 7 (0.38%) .NET Framework
Miscellaneous
1 436 (23.75%) Analytical Skills
2 204 (11.11%) Management Information System
3 196 (10.68%) Data Integration
4 164 (8.93%) Visualisation
5 112 (6.10%) Computer Science
6 96 (5.23%) Data Structures
7 68 (3.70%) Mathematics
8 63 (3.43%) Statistics
9 39 (2.12%) Reference Data
10 35 (1.91%) Enterprise Software
11 33 (1.80%) Data Protection Act
12 32 (1.74%) Data Extraction
13 27 (1.47%) User Experience
14 23 (1.25%) Performance Metrics
15 22 (1.20%) NHS
15 22 (1.20%) Virtual Team
16 20 (1.09%) Economics
17 17 (0.93%) Replication
18 16 (0.87%) Life Science
18 16 (0.87%) Taxonomies
Operating Systems
1 80 (4.36%) Windows
2 42 (2.29%) Unix
3 26 (1.42%) Linux
4 18 (0.98%) Windows Server
5 9 (0.49%) Windows Server 2003
6 3 (0.16%) Windows Server 2012
7 1 (0.054%) AIX
7 1 (0.054%) Solaris
7 1 (0.054%) Windows 2000
7 1 (0.054%) Windows XP
Processes & Methodologies
1 754 (41.07%) Business Intelligence
2 576 (31.37%) Data Management
3 549 (29.90%) ETL
4 487 (26.53%) Data Governance
5 422 (22.98%) Analytics
6 408 (22.22%) Data Modelling
7 319 (17.37%) Agile Software Development
8 306 (16.67%) Data Analysis
9 225 (12.25%) Data Architecture
10 218 (11.87%) Master Data Management
11 191 (10.40%) Stakeholder Management
12 185 (10.08%) CRM
13 171 (9.31%) Migration
14 166 (9.04%) Information Management
15 137 (7.46%) Project Management
16 134 (7.30%) Data Analytics
17 132 (7.19%) Kimball Methodology
18 128 (6.97%) ITIL
19 125 (6.81%) Data Migration
20 116 (6.32%) Data Cleansing
Programming Languages
1 777 (42.32%) SQL
2 208 (11.33%) T-SQL
3 109 (5.94%) PL/SQL
4 102 (5.56%) Java
5 80 (4.36%) C#
6 62 (3.38%) VBA
7 59 (3.21%) R
8 50 (2.72%) Python
9 40 (2.18%) Data Analysis Expressions (DAX)
10 36 (1.96%) VB
11 26 (1.42%) Apex Code
12 20 (1.09%) C
13 19 (1.03%) Shell Script
14 17 (0.93%) JavaScript
15 14 (0.76%) C++
16 11 (0.60%) XPath
17 10 (0.54%) Perl
18 9 (0.49%) PHP
18 9 (0.49%) Scala
19 7 (0.38%) VBScript
Qualifications
1 230 (12.53%) Degree
2 54 (2.94%) Security Cleared
3 20 (1.09%) SAS Certification
4 16 (0.87%) SC Cleared
5 12 (0.65%) DV Cleared
5 12 (0.65%) PRINCE2 Practitioner
6 11 (0.60%) CISSP
6 11 (0.60%) Microsoft Certification
7 10 (0.54%) ISEB
8 7 (0.38%) MBA
8 7 (0.38%) MCSA
9 6 (0.33%) ITIL Certification
10 5 (0.27%) CCA
10 5 (0.27%) ISTQB
10 5 (0.27%) MCP
10 5 (0.27%) MCSE
11 4 (0.22%) BPSS Clearance
11 4 (0.22%) IBM Certification
11 4 (0.22%) MCITP
12 3 (0.16%) DBS Check
Quality Assurance & Compliance
1 151 (8.22%) QA
2 39 (2.12%) SLA
3 22 (1.20%) ISO/IEC 27001
4 19 (1.03%) Solvency II
5 18 (0.98%) EMIR
6 15 (0.82%) PCI DSS
7 11 (0.60%) Dodd-Frank
8 10 (0.54%) MiFID
9 8 (0.44%) FATCA
10 7 (0.38%) CRD IV
11 6 (0.33%) SSAE 16
12 4 (0.22%) COBIT
13 1 (0.054%) HL7
13 1 (0.054%) SNOMED CT
System Software
1 19 (1.03%) Active Directory
2 12 (0.65%) HDFS
3 9 (0.49%) Apache Flume
4 7 (0.38%) Oracle RAC
5 3 (0.16%) Oracle Clusterware
5 3 (0.16%) vSphere
6 2 (0.11%) Virtual Machines
7 1 (0.054%) Docker
7 1 (0.054%) VirtualBox
7 1 (0.054%) VMware Infrastructure
Systems Management
1 11 (0.60%) Systems Management Server (SMS)
2 7 (0.38%) Jitterbit
2 7 (0.38%) SCCM
3 5 (0.27%) Data Guard
3 5 (0.27%) Kibana
4 4 (0.22%) logstash
4 4 (0.22%) Oracle RMAN
5 3 (0.16%) HP Quality Center
5 3 (0.16%) Microsoft Intune
5 3 (0.16%) Oracle Flashback
5 3 (0.16%) SCOM
5 3 (0.16%) SCVMM
6 2 (0.11%) Cisco IPCC
6 2 (0.11%) EMC NetWorker
6 2 (0.11%) Oracle EDQ
7 1 (0.054%) Mesos
7 1 (0.054%) Nagios
7 1 (0.054%) Oracle Enterprise Manager
Vendors
1 389 (21.19%) Oracle
2 366 (19.93%) Microsoft
3 242 (13.18%) Tableau
4 191 (10.40%) SAP
5 179 (9.75%) Informatica
6 115 (6.26%) Salesforce.com
7 75 (4.08%) IBM
8 73 (3.98%) Talend
9 69 (3.76%) Teradata
10 62 (3.38%) Cognos
11 50 (2.72%) Ab Initio
12 43 (2.34%) MicroStrategy
13 40 (2.18%) Netezza
14 38 (2.07%) Casewise
15 20 (1.09%) Trillium
16 18 (0.98%) Adobe
16 18 (0.98%) Capita
17 16 (0.87%) Cloudera
18 15 (0.82%) Sybase
19 13 (0.71%) Hortonworks
North West London
KDR
Salary: £55000 - £75000 per annum + Pension, Bonus
Posted: 6 hours ago
London
Logic Engagements Ltd
Salary: £75000 - £85000 per annum + Car allowance + bonus ++
Posted: 3 hours ago
Bristol, Avon
Redrock Consulting Ltd
Salary: £35000 - £55000 per annum
Posted: 6 hours ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £35,000 per annum
Posted: 4 hours ago
Bristol, Avon
Robert Walters
Salary: £26000 - £34000 per annum
Posted: 22 hours ago
London
Hays Finance Technology
Salary: £70000.00 - £80000.00 per annum + Competitive Base + Bonus
Posted: 3 hours ago
South East
Cognizant
Posted: 2 hours ago
North London
Understanding Recruitment
Salary: £26000.00 per annum + Excellent Benefits
Posted: 2 days ago
West Yorkshire
Maclean Moore Consulting
Salary: From £550 to £700 per day
Posted: Yesterday
London
Talent Analytix
Salary: From £60,000 to £85,000 per annum plus benefits
Posted: Yesterday
London
Talent Analytix
Salary: From £60,000 to £85,000 per annum plus benefits
Posted: Yesterday
London
Harvey Nash plc
Salary: £75000 - £80000 per annum + Bonus & Excellent Package
Posted: 3 days ago
London
Technology People UK
Salary: £65,000 - £70,000 + Pension + 30 days AL
Posted: 18 hours ago
London
PwC
Salary: Competitive plus benefits
Posted: Yesterday
Bradford, West Yorkshire
Spring Technology
Salary: £55000.00 - £65000.00 per annum
Posted: 3 days ago
City, London
Harris Rubbert Associates
Salary: £70,000 per annum + Bonus + Benefits
Posted: 3 days ago
City, London
Best Practice Talent Solutions
Salary: From £24,000 to £34,000 per annum Salary will be given based on experi
Posted: 3 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £0 to £24,000 per annum
Posted: 6 days ago
East London
Asset Resourcing Ltd
Salary: £40000 per annum + benefits
Posted: 5 days ago
Bristol, Avon
n-tier selection limited
Salary: £45000 per annum + 25 days holiday, Pension
Posted: 5 days ago
Brighton, East Sussex
ARC IT Recruitment Ltd
Salary: £50,000 + Benefits
Posted: 3 days ago
Edinburgh, Midlothian
Tesco Bank
Salary: £Competitive
Posted: 8 days ago
Northamptonshire
Creative Personnel
Salary: £30000 - £40000 per annum
Posted: 6 days ago
London
Eaglecliff
Salary: From £60,000 to £70,000 per annum + Benefits
Posted: 6 days ago
Cheltenham, Gloucestershire
Solutions Recruitment
Salary: From £40,000 to £45,000 per annum
Posted: 6 days ago
Milton Keynes, Buckinghamshire
Reed Technology
Salary: £28000 - £38000 per annum + Benefits
Posted: 6 days ago
London
Burns Sheehan
Salary: £125000 per annum + Bonus
Posted: 6 days ago
City, London
Harvey Nash plc
Salary: £35000 - £45000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
Capita Resourcing - IT Resourcing
Salary: £30000 - £60000 per annum
Posted: 4 days ago
North West London
asos
Salary: Excellent salary and package
Posted: 13 days ago