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

3 months to
24 May 2016
Same period 2015 Same period 2014
Data Quality
Rank 364 405 349
Rank change year-on-year
+41 -56
Permanent jobs citing Data Quality 772 730 954
As % of all permanent IT jobs located in England 0.84% 0.73% 0.86%
As % of the Quality Assurance & Compliance category 7.10% 6.48% 7.51%
Number of salaries quoted 576 546 743
Median salary £50,000 £52,500 £52,500
Median salary % change year-on-year
-4.76% -
90% offered a salary of more than £30,900 £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%
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
10875 11266 12698
As % of all permanent IT jobs located in England 11.79% 11.33% 11.42%
Number of salaries quoted 8695 8931 10083
Median salary £50,000 £47,500 £46,500
Median salary % change year-on-year
+5.26% +2.15%
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £75,000 £72,500 £75,000
UK excluding London median salary £45,000 £42,500 £41,000
% change year-on-year
+5.88% +3.65%

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 May 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 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
London +35 414 £55,000 -15.38% 58
South East +42 141 £50,000 +11.11% 9
Yorkshire 0 51 £50,000 +33.33% 7
East of England +21 33 £38,750 -3.12% 4
West Midlands -17 32 £43,750 +9.37% 4
North West +28 31 £35,000 -17.64% 4
South West +14 28 £50,000 +26.58% 4
East Midlands +11 27 £30,000 -25.00% 2
Midlands - 4 £50,000 -
North East -2 2 £20,000 -63.63% 2
Data Quality
UK

Data Quality
Top 30 Related IT Skills in England

For the 6 months to 24 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 across the England region with a requirement for Data Quality.

1 821 (45.01%) SQL
2 786 (43.09%) Business Intelligence
3 705 (38.65%) Data Warehouse
4 580 (31.80%) Finance
5 551 (30.21%) Data Management
6 541 (29.66%) SQL Server
7 532 (29.17%) ETL
8 499 (27.36%) Data Governance
9 482 (26.43%) Analytical Skills
10 423 (23.19%) Data Modelling
11 403 (22.09%) Analytics
12 399 (21.88%) Oracle
13 349 (19.13%) Microsoft
14 342 (18.75%) SQL Server Integration Services
15 335 (18.37%) Data Analysis
16 297 (16.28%) SQL Server Reporting Services
17 292 (16.01%) Agile Software Development
18 278 (15.24%) MS Excel
19 251 (13.76%) Degree
20 239 (13.10%) Tableau
21 224 (12.28%) Management Information System
22 220 (12.06%) T-SQL
23 219 (12.01%) Data Architecture
24 214 (11.73%) Marketing
25 208 (11.40%) Data Integration
26 206 (11.29%) Big Data
27 196 (10.75%) SAS
28 195 (10.69%) BusinessObjects
28 195 (10.69%) SQL Server Analysis Services
29 191 (10.47%) QlikView

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
1 196 (10.75%) SAS
2 47 (2.58%) SharePoint
3 16 (0.88%) Apache Pig
3 16 (0.88%) Apache Spark
4 7 (0.38%) BizTalk Server
4 7 (0.38%) CMS
5 6 (0.33%) NetWeaver
5 6 (0.33%) Tomcat
6 5 (0.27%) Elasticsearch
7 4 (0.22%) Oracle Workflow
7 4 (0.22%) WebLogic
7 4 (0.22%) WebSphere
8 3 (0.16%) Oracle Application Server
9 2 (0.11%) Apache Solr
9 2 (0.11%) Content Management Server
9 2 (0.11%) PowerExchange
9 2 (0.11%) SharePoint 2010
9 2 (0.11%) TWiki
10 1 (0.055%) ArcGIS
10 1 (0.055%) SharePoint Server
Applications
1 278 (15.24%) MS Excel
2 79 (4.33%) MS Office
3 49 (2.69%) MS PowerPoint
4 48 (2.63%) SPSS
5 28 (1.54%) MS Visio
6 17 (0.93%) Spreadsheet
7 5 (0.27%) GNU Octave
8 2 (0.11%) CATIA
9 1 (0.055%) Adobe Creative Suite
9 1 (0.055%) Adobe Illustrator
9 1 (0.055%) OmniGraffle
9 1 (0.055%) Photoshop
Business Applications
1 22 (1.21%) SAP MDM
2 21 (1.15%) Oracle EBS
3 14 (0.77%) SAP HR
4 13 (0.71%) SAP Payroll
5 11 (0.60%) Dynamics CRM
5 11 (0.60%) Maximo
6 10 (0.55%) Oracle Applications
7 8 (0.44%) Adobe Campaign
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 BPM
9 5 (0.27%) Oracle CRM
9 5 (0.27%) Salesforce.com CRM
10 4 (0.22%) Cognos Business Intelligence
10 4 (0.22%) IBM Operational Decision Manager
10 4 (0.22%) SAP PM
Cloud Services
1 31 (1.70%) Microsoft Azure
2 19 (1.04%) SaaS
3 18 (0.99%) Amazon AWS
4 10 (0.55%) Cloud Computing
5 8 (0.44%) Force.com
6 5 (0.27%) Adobe Analytics
6 5 (0.27%) Office 365
6 5 (0.27%) Oracle CX
6 5 (0.27%) Taleo
7 3 (0.16%) Google Cloud Platform
8 2 (0.11%) Google Drive
9 1 (0.055%) FinancialForce.com
9 1 (0.055%) Google Analytics
9 1 (0.055%) IaaS
9 1 (0.055%) PaaS
9 1 (0.055%) SuccessFactors
Communications & Networking
1 5 (0.27%) Firewall
1 5 (0.27%) Internet
2 4 (0.22%) 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%) PPP
4 2 (0.11%) Remote Desktop
4 2 (0.11%) VPN
4 2 (0.11%) WebEx
5 1 (0.055%) DWDM
5 1 (0.055%) Extranet
5 1 (0.055%) HTTP
5 1 (0.055%) NFC
5 1 (0.055%) RFID
5 1 (0.055%) SMS
Database & Business Intelligence
1 705 (38.65%) Data Warehouse
2 541 (29.66%) SQL Server
3 342 (18.75%) SQL Server Integration Services
4 297 (16.28%) SQL Server Reporting Services
5 206 (11.29%) Big Data
6 195 (10.69%) BusinessObjects
6 195 (10.69%) SQL Server Analysis Services
7 191 (10.47%) QlikView
8 154 (8.44%) Relational Database
9 129 (7.07%) Hadoop
10 114 (6.25%) SQL Server 2012
11 113 (6.20%) SQL Server 2008
12 109 (5.98%) Data Mining
13 104 (5.70%) Data Mart
14 83 (4.55%) SQL Server 2014
15 65 (3.56%) Enterprise Data Warehouse
16 59 (3.23%) Spotfire
17 57 (3.13%) Power BI
18 54 (2.96%) RDBMS
19 51 (2.80%) OLAP
Development Applications
1 47 (2.58%) Talend Open Studio
2 32 (1.75%) JIRA
3 27 (1.48%) ERwin
4 25 (1.37%) Team Foundation Server
5 24 (1.32%) Oracle APEX
6 19 (1.04%) SQL Server Management Studio (SSMS)
7 15 (0.82%) Visual Studio
8 9 (0.49%) Axure RP
8 9 (0.49%) Oracle Forms
9 8 (0.44%) Octopus Deploy
10 5 (0.27%) Bugzilla
10 5 (0.27%) Eclipse
11 4 (0.22%) Lombardi
11 4 (0.22%) PowerDesigner
12 3 (0.16%) Ant
12 3 (0.16%) Hudson
12 3 (0.16%) Maven
12 3 (0.16%) Subversion
12 3 (0.16%) TestDirector
13 2 (0.11%) LSMW
General
1 580 (31.80%) Finance
2 214 (11.73%) Marketing
3 126 (6.91%) Banking
4 122 (6.69%) Retail
5 61 (3.34%) Legal
6 39 (2.14%) Back Office
7 37 (2.03%) Billing
8 30 (1.64%) Pharmaceutical
9 29 (1.59%) Publishing
10 28 (1.54%) Law
10 28 (1.54%) Manufacturing
11 25 (1.37%) Telecoms
12 24 (1.32%) Financial Institution
12 24 (1.32%) Front Office
12 24 (1.32%) Games
13 18 (0.99%) Investment Banking
14 16 (0.88%) General Ledger
15 11 (0.60%) Advertising
15 11 (0.60%) Automotive
15 11 (0.60%) Military
Job Titles
1 610 (33.44%) Analyst
2 320 (17.54%) Developer
3 285 (15.63%) Data Analyst
4 201 (11.02%) Architect
5 161 (8.83%) Consultant
6 160 (8.77%) Data Manager
7 140 (7.68%) Business Intelligence Analyst
8 135 (7.40%) Data Architect
9 133 (7.29%) SQL Analyst
9 133 (7.29%) SQL Developer
10 127 (6.96%) Business Intelligence Developer
11 103 (5.65%) Business Analyst
12 75 (4.11%) Data Consultant
13 68 (3.73%) SSIS Developer
14 63 (3.45%) SQL Data Analyst
15 62 (3.40%) Governance Manager
15 62 (3.40%) Senior Analyst
16 61 (3.34%) SQL BI Developer
17 58 (3.18%) Analyst Developer
18 55 (3.02%) Business Intelligence Consultant
Libraries, Frameworks & Software Standards
1 146 (8.00%) .NET
2 79 (4.33%) XML
3 65 (3.56%) Web Services
4 63 (3.45%) MDX
5 48 (2.63%) HTML
6 39 (2.14%) Middleware
7 38 (2.08%) Oracle GoldenGate
8 34 (1.86%) CSS
9 26 (1.43%) Oracle Fusion
10 17 (0.93%) Velocity
11 15 (0.82%) REST
12 11 (0.60%) Kafka
12 11 (0.60%) SOAP
12 11 (0.60%) XSLT
13 10 (0.55%) COM
13 10 (0.55%) JSON
14 9 (0.49%) Ajax
14 9 (0.49%) jQuery
15 8 (0.44%) .NET Framework
15 8 (0.44%) CSS3
Miscellaneous
1 482 (26.43%) Analytical Skills
2 224 (12.28%) Management Information System
3 208 (11.40%) Data Integration
4 148 (8.11%) Visualisation
5 122 (6.69%) Computer Science
6 95 (5.21%) Data Structures
7 72 (3.95%) Mathematics
8 67 (3.67%) Statistics
9 42 (2.30%) Reference Data
10 41 (2.25%) Data Protection Act
11 32 (1.75%) NHS
12 29 (1.59%) Data Extraction
13 27 (1.48%) Enterprise Software
14 26 (1.43%) User Experience
15 25 (1.37%) Economics
16 23 (1.26%) Hedge funds
17 18 (0.99%) Taxonomies
18 17 (0.93%) Life Science
19 16 (0.88%) Derivative
20 15 (0.82%) Equities
Operating Systems
1 83 (4.55%) Windows
2 37 (2.03%) Unix
3 30 (1.64%) Linux
4 16 (0.88%) Windows Server
5 7 (0.38%) Windows Server 2003
6 3 (0.16%) Windows Server 2012
7 1 (0.055%) AIX
7 1 (0.055%) Solaris
7 1 (0.055%) Windows 2000
7 1 (0.055%) Windows XP
Processes & Methodologies
1 786 (43.09%) Business Intelligence
2 551 (30.21%) Data Management
3 532 (29.17%) ETL
4 499 (27.36%) Data Governance
5 423 (23.19%) Data Modelling
6 403 (22.09%) Analytics
7 335 (18.37%) Data Analysis
8 292 (16.01%) Agile Software Development
9 219 (12.01%) Data Architecture
10 179 (9.81%) Stakeholder Management
11 178 (9.76%) Master Data Management
12 170 (9.32%) CRM
13 169 (9.27%) Information Management
13 169 (9.27%) Migration
14 142 (7.79%) Kimball Methodology
15 140 (7.68%) Project Management
16 134 (7.35%) Data Analytics
17 124 (6.80%) Data Migration
18 109 (5.98%) Continuous Improvement
18 109 (5.98%) E-Commerce
Programming Languages
1 821 (45.01%) SQL
2 220 (12.06%) T-SQL
3 123 (6.74%) PL/SQL
4 89 (4.88%) Java
5 79 (4.33%) C#
6 69 (3.78%) VBA
7 68 (3.73%) R
8 52 (2.85%) Python
9 46 (2.52%) VB
10 26 (1.43%) Data Analysis Expressions (DAX)
11 25 (1.37%) C
12 22 (1.21%) Shell Script
13 21 (1.15%) Apex Code
14 16 (0.88%) JavaScript
15 11 (0.60%) Scala
15 11 (0.60%) XPath
16 10 (0.55%) Perl
17 8 (0.44%) PHP
18 7 (0.38%) C++
18 7 (0.38%) VBScript
Qualifications
1 251 (13.76%) Degree
2 42 (2.30%) Security Cleared
3 20 (1.10%) SAS Certification
4 15 (0.82%) DV Cleared
5 14 (0.77%) ISEB
6 12 (0.66%) CISSP
7 11 (0.60%) SC Cleared
8 9 (0.49%) Microsoft Certification
9 8 (0.44%) ISTQB
10 6 (0.33%) MBA
10 6 (0.33%) Oracle Certification
11 5 (0.27%) ISTQB Foundation Certification
11 5 (0.27%) MCITP
11 5 (0.27%) MCP
12 4 (0.22%) Cisco Certification
12 4 (0.22%) CISM
12 4 (0.22%) ITIL Certification
12 4 (0.22%) PhD
13 3 (0.16%) CIMA
13 3 (0.16%) CISA
Quality Assurance & Compliance
1 129 (7.07%) QA
2 33 (1.81%) SLA
3 23 (1.26%) Solvency II
4 22 (1.21%) EMIR
5 17 (0.93%) ISO/IEC 27001
6 14 (0.77%) MiFID
7 12 (0.66%) CRD IV
7 12 (0.66%) PCI DSS
8 10 (0.55%) Dodd-Frank
9 8 (0.44%) FATCA
10 6 (0.33%) SSAE 16
11 4 (0.22%) COBIT
12 2 (0.11%) SDET
13 1 (0.055%) HL7
System Software
1 17 (0.93%) Active Directory
2 14 (0.77%) HDFS
3 13 (0.71%) Oracle RAC
4 10 (0.55%) Apache Flume
5 3 (0.16%) Oracle Clusterware
5 3 (0.16%) vSphere
6 2 (0.11%) VirtualBox
7 1 (0.055%) Docker
7 1 (0.055%) Hyper-V
Systems Management
1 11 (0.60%) Data Guard
1 11 (0.60%) Systems Management Server (SMS)
2 9 (0.49%) Oracle EDQ
3 7 (0.38%) Jitterbit
4 5 (0.27%) Kibana
5 4 (0.22%) logstash
5 4 (0.22%) Oracle RMAN
5 4 (0.22%) SCCM
6 3 (0.16%) HP Quality Center
6 3 (0.16%) Oracle Flashback
6 3 (0.16%) SCOM
6 3 (0.16%) SCVMM
6 3 (0.16%) Windows Intune
7 2 (0.11%) Cisco IPCC
7 2 (0.11%) EMC NetWorker
8 1 (0.055%) Mesos
8 1 (0.055%) Oracle Enterprise Manager
Vendors
1 399 (21.88%) Oracle
2 349 (19.13%) Microsoft
3 239 (13.10%) Tableau
4 188 (10.31%) SAP
5 170 (9.32%) Informatica
6 87 (4.77%) Salesforce.com
7 84 (4.61%) IBM
8 78 (4.28%) Teradata
9 59 (3.23%) Cognos
10 50 (2.74%) Ab Initio
11 47 (2.58%) Talend
12 43 (2.36%) Netezza
13 33 (1.81%) MicroStrategy
14 30 (1.64%) Casewise
15 24 (1.32%) Trillium
16 19 (1.04%) Adobe
16 19 (1.04%) Cloudera
17 17 (0.93%) DataFlux
18 16 (0.88%) Hortonworks
19 13 (0.71%) Hyperion
London
Exposed Solutions
Salary: £55000 - £65000 per annum
Posted: 1 hour ago
Bristol, Avon
Redrock Consulting Ltd
Salary: £35000 - £55000 per annum
Posted: 17 hours ago
Leeds, West Yorkshire
Spring Technology
Salary: £26000 per annum
Posted: 20 hours ago
Bristol, Avon
Oliver James Associates
Salary: £42500 - £47500 per annum + bonus & pension
Posted: 21 hours ago
London
Oliver James Associates
Salary: £65000 - £75000 per annum + Car, PMI, Flexible benefits, bonus
Posted: 21 hours ago
Manchester, Lancashire
Peninsula
Salary: £30k - 40k per year + Excellent benefits
Posted: 21 hours ago
London
Eaglecliff
Salary: From £60,000 to £70,000 per annum + Benefits
Posted: 21 hours ago
City, London
Eames Consulting
Salary: £70000 - £75000 per annum + Excellent Benefits
Posted: 22 hours ago
London
Harvey Nash plc
Salary: £50000 - £60000 per annum
Posted: 23 hours ago
London
Empiric Solutions
Posted: Yesterday
Birmingham, West Midlands (County)
KDR
Salary: £45000 - £65000 per annum + Flex Benefits + Bonus
Posted: 3 days ago
City, London
Streamline Connections
Salary: £55000 - £60000.00 per annum + Benefits
Posted: 3 days ago
London
Opilio Recruitment
Salary: £25k - 30k per year
Posted: 3 days ago
City, London
E-synergy Solutions
Salary: £300 - £325 per day
Posted: 3 days ago
Watford, Hertfordshire
KDR
Salary: £25000 - £35000 per annum + Benefits
Posted: 3 days ago
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £25,000 to £26,000 per annum
Posted: 4 days ago
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £50000 - £65000 per annum + Car + bonus + benefits
Posted: 4 days ago
South East London
360 Resourcing Solutions
Salary: £24k - 25.5k per year
Posted: 4 days ago
Milton Keynes, Buckinghamshire
Reed Technology
Salary: £28000 - £38000 per annum
Posted: 5 days ago
London
Joseph Harry Ltd
Salary: £35000 - £50000 per annum + Bonus + 10% Pension
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £35,000 - £70,000 + strong package
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £40k - £80k plus benefits
Posted: 5 days ago
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £30000.00 - £33000.00 per annum
Posted: 5 days ago
South East London
Wiser Recruitment
Salary: From £60,000 to £65,000 per annum
Posted: 5 days ago
Hook, Hampshire
Empiric.com
Salary: From £50,000 to £60,000 per annum + benefits + bonus
Posted: 5 days ago
Hook, Hampshire
Empiric.com
Salary: From £42,000 to £52,000 per annum
Posted: 5 days ago
London
Staffworx Ltd
Salary: excellent salary or rates
Posted: 5 days ago
London
Lorien Resourcing
Salary: Excellent benefits
Posted: 5 days ago
Loughborough, Leicestershire
British Gypsum (Saint-Gobain)
Salary: Competitive
Posted: 5 days ago
Loughborough, Leicestershire
British Gypsum (Saint-Gobain)
Salary: Competitive
Posted: 5 days ago
London
Logic Engagements Ltd
Salary: £45000 - £55000 per annum + bonus, pension, private health
Posted: 6 days ago
London
Technology People UK
Salary: £80,000 - £90,000 dependent on your exp + Bonus
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £50,000 - £80,000 plus outstanding package (Car, Bonus, Pension, Healt
Posted: 6 days ago
Central London / West End
ANSON MCCADE
Salary: £40,000 - £55,000
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £55,000 - £80,000
Posted: 6 days ago
London
Salt
Salary: £40000 - £50000 per annum + Benefits
Posted: 6 days ago
London
Salt
Salary: £50000 - £60000 per annum + Benefits
Posted: 6 days ago
City, London
Lawrence Harvey Enterprise
Salary: £70000.00 - £85000.00 per annum + 5% Bonus+ Benefits + Home based
Posted: 6 days ago
London
TEKsystems
Salary: £50000 - £60000 per annum + Package
Posted: 6 days ago
London
Clearwater People Solutions
Salary: £25000 - £35000 Per Annum +excellent benefits
Posted: 6 days ago