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

3 months to
28 Aug 2016
Same period 2015 Same period 2014
Data Quality
Rank 342 299 370
Rank change year-on-year
-43 +71
Permanent jobs citing Data Quality 777 1072 837
As % of all permanent IT jobs located in England 0.86% 1.05% 0.77%
As % of the Quality Assurance & Compliance category 7.05% 8.83% 6.69%
Number of salaries quoted 597 794 670
Median salary £55,000 £50,000 £50,000
Median salary % change year-on-year
+10.00% -
90% offered a salary of more than £30,500 £32,500 £32,500
10% offered a salary of more than £83,500 £80,000 £80,000
UK excluding London median salary £45,000 £45,000 £47,500
% change year-on-year
- -5.26%
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
11016 12145 12515
As % of all permanent IT jobs located in England 12.19% 11.89% 11.53%
Number of salaries quoted 8791 9744 9745
Median salary £50,000 £47,500 £47,000
Median salary % change year-on-year
+5.26% +1.06%
90% offered a salary of more than £30,000 £28,500 £27,500
10% offered a salary of more than £75,000 £70,000 £75,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

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 28 August 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 28 August 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 -41 387 £62,500 +11.60% 37
South East +4 136 £50,000 +11.11% 9
North West +28 55 £40,000 -3.03% 9
Yorkshire +11 43 £35,000 -30.00% 3
East of England +3 43 £60,000 +62.16% 3
West Midlands -67 37 £42,500 - 3
South West -16 34 £40,000 -14.43% 3
East Midlands -8 18 £45,000 +12.50%
North East +12 10 £39,000 +136.36%
Data Quality
UK

Data Quality
Top 30 Related IT Skills in England

For the 6 months to 28 August 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.

1 612 (39.53%) SQL
2 588 (37.98%) Business Intelligence
3 540 (34.88%) ETL
4 516 (33.33%) Data Warehouse
5 501 (32.36%) Data Management
6 452 (29.20%) Finance
7 407 (26.29%) Analytics
8 402 (25.97%) SQL Server
9 388 (25.06%) Analytical Skills
10 367 (23.71%) Oracle
11 343 (22.16%) Data Governance
12 322 (20.80%) Data Modelling
13 300 (19.38%) Microsoft
14 267 (17.25%) Agile Software Development
15 260 (16.80%) Data Analysis
16 233 (15.05%) SQL Server Integration Services
17 226 (14.60%) Master Data Management
18 220 (14.21%) Degree
19 217 (14.02%) SQL Server Reporting Services
20 210 (13.57%) MS Excel
21 202 (13.05%) CRM
22 191 (12.34%) Informatica
22 191 (12.34%) Data Architecture
23 173 (11.18%) Data Integration
24 172 (11.11%) Management Information System
25 170 (10.98%) Relational Database
26 166 (10.72%) Tableau
26 166 (10.72%) Information Management
27 164 (10.59%) Visualisation
28 161 (10.40%) Marketing

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
1 103 (6.65%) SAS
2 51 (3.29%) SharePoint
3 11 (0.71%) Tomcat
4 10 (0.65%) Apache Spark
4 10 (0.65%) PowerExchange
5 6 (0.39%) Apache
5 6 (0.39%) IIS
6 4 (0.26%) Apache Pig
6 4 (0.26%) WebLogic
7 3 (0.19%) BizTalk Server
7 3 (0.19%) CMS
7 3 (0.19%) Oracle Application Server
8 2 (0.13%) Adobe Experience Manager
8 2 (0.13%) Alfresco
8 2 (0.13%) ArcGIS
8 2 (0.13%) Content Management Server
8 2 (0.13%) Documentum
9 1 (0.065%) Confluence
9 1 (0.065%) Elasticsearch
9 1 (0.065%) WebSphere
Applications
1 210 (13.57%) MS Excel
2 80 (5.17%) MS Office
3 57 (3.68%) MS PowerPoint
4 30 (1.94%) MS Visio
5 23 (1.49%) SPSS
6 13 (0.84%) Spreadsheet
7 6 (0.39%) MS Project
8 5 (0.32%) GNU Octave
9 2 (0.13%) Stata
10 1 (0.065%) Adobe Creative Suite
10 1 (0.065%) Adobe Illustrator
10 1 (0.065%) OmniGraffle
10 1 (0.065%) Photoshop
Business Applications
1 27 (1.74%) Dynamics CRM
2 21 (1.36%) Oracle EBS
3 13 (0.84%) Salesforce.com CRM
4 9 (0.58%) Dynamics AX
4 9 (0.58%) SAP HR
4 9 (0.58%) SAP MDM
5 7 (0.45%) Adobe Campaign
5 7 (0.45%) Oracle CRM
6 6 (0.39%) Cognos Business Intelligence
6 6 (0.39%) FastStats PeopleStage
6 6 (0.39%) SAP CRM
6 6 (0.39%) SAP Oil and Gas
6 6 (0.39%) Unica
7 4 (0.26%) Markit EDM
7 4 (0.26%) Oracle Financials
8 3 (0.19%) Eloqua
8 3 (0.19%) Oracle BPM
8 3 (0.19%) SystmOne
8 3 (0.19%) WebTrends
9 2 (0.13%) Northgate Housing
Cloud Services
1 38 (2.45%) Microsoft Azure
2 29 (1.87%) Amazon AWS
3 21 (1.36%) Force.com
4 17 (1.10%) SaaS
5 10 (0.65%) Cloud Computing
6 9 (0.58%) Office 365
7 8 (0.52%) iPaaS
7 8 (0.52%) Taleo
8 7 (0.45%) Oracle CX
9 6 (0.39%) BlueKai
10 4 (0.26%) Adobe Analytics
11 2 (0.13%) GitHub
11 2 (0.13%) PaaS
12 1 (0.065%) Google Analytics
12 1 (0.065%) IaaS
12 1 (0.065%) SuccessFactors
Communications & Networking
1 6 (0.39%) Intranet
2 4 (0.26%) DSL
3 3 (0.19%) Firewall
3 3 (0.19%) LAN
3 3 (0.19%) PPP
3 3 (0.19%) WAN
3 3 (0.19%) Wireless
4 2 (0.13%) HTTPS
4 2 (0.13%) SSL
5 1 (0.065%) DHCP
5 1 (0.065%) HTTP
5 1 (0.065%) Internet
5 1 (0.065%) VLAN
Database & Business Intelligence
1 516 (33.33%) Data Warehouse
2 402 (25.97%) SQL Server
3 233 (15.05%) SQL Server Integration Services
4 217 (14.02%) SQL Server Reporting Services
5 170 (10.98%) Relational Database
6 154 (9.95%) Big Data
7 130 (8.40%) QlikView
8 126 (8.14%) SQL Server Analysis Services
9 121 (7.82%) BusinessObjects
10 97 (6.27%) Hadoop
11 69 (4.46%) SQL Server 2008
12 68 (4.39%) Data Mining
13 55 (3.55%) SQL Server 2012
14 54 (3.49%) Power BI
15 50 (3.23%) Enterprise Data Warehouse
15 50 (3.23%) Oracle ODI
16 47 (3.04%) SQL Server 2014
17 40 (2.58%) RDBMS
18 39 (2.52%) MySQL
18 39 (2.52%) PowerPivot
Development Applications
1 39 (2.52%) Talend Open Studio
2 32 (2.07%) ERwin
3 29 (1.87%) Oracle APEX
4 25 (1.61%) Team Foundation Server
5 13 (0.84%) SQL Server Management Studio (SSMS)
6 12 (0.78%) JIRA
7 8 (0.52%) Oracle Forms
8 7 (0.45%) Visual Studio
9 5 (0.32%) Eclipse
10 4 (0.26%) JSUnit
11 3 (0.19%) PowerDesigner
11 3 (0.19%) TestDirector
12 2 (0.13%) Git (software)
12 2 (0.13%) Jasmine
12 2 (0.13%) LSMW
12 2 (0.13%) ProC
12 2 (0.13%) PVCS
12 2 (0.13%) Selenium
12 2 (0.13%) Subversion
12 2 (0.13%) WebDriver
General
1 452 (29.20%) Finance
2 161 (10.40%) Marketing
3 117 (7.56%) Retail
4 102 (6.59%) Banking
5 73 (4.72%) Legal
6 34 (2.20%) Investment Banking
7 27 (1.74%) Retail Banking
8 26 (1.68%) Pharmaceutical
9 25 (1.61%) Manufacturing
9 25 (1.61%) Publishing
10 18 (1.16%) Back Office
10 18 (1.16%) Telecoms
11 15 (0.97%) Advertising
11 15 (0.97%) Corporate Banking
11 15 (0.97%) Front Office
11 15 (0.97%) Games
12 14 (0.90%) Billing
13 13 (0.84%) Private Banking
14 12 (0.78%) Automotive
15 11 (0.71%) German Language
Job Titles
1 484 (31.27%) Analyst
2 227 (14.66%) Data Analyst
3 224 (14.47%) Developer
4 213 (13.76%) Architect
5 157 (10.14%) Data Architect
6 137 (8.85%) Data Manager
7 127 (8.20%) Consultant
8 95 (6.14%) SQL Analyst
9 84 (5.43%) Business Intelligence Analyst
10 80 (5.17%) Business Analyst
11 69 (4.46%) Business Intelligence Developer
12 61 (3.94%) SQL Data Analyst
13 59 (3.81%) Data Quality Analyst
14 54 (3.49%) Data Consultant
15 52 (3.36%) Governance Manager
16 50 (3.23%) Administrator
17 47 (3.04%) SQL Developer
18 45 (2.91%) Quality Analyst
19 44 (2.84%) SSIS Developer
20 43 (2.78%) Financial Analyst
Libraries, Frameworks & Software Standards
1 113 (7.30%) .NET
2 89 (5.75%) Web Services
3 73 (4.72%) XML
4 52 (3.36%) MDX
5 48 (3.10%) Oracle Fusion
6 47 (3.04%) Middleware
7 37 (2.39%) Oracle GoldenGate
8 22 (1.42%) REST
9 19 (1.23%) COM
9 19 (1.23%) HTML
10 18 (1.16%) SOAP
11 14 (0.90%) CSS
12 11 (0.71%) Velocity
12 11 (0.71%) XSLT
13 8 (0.52%) AngularJS
13 8 (0.52%) HTML5
13 8 (0.52%) JSON
14 7 (0.45%) CSS3
15 6 (0.39%) Natural Language Processing
15 6 (0.39%) Twitter Bootstrap
Miscellaneous
1 388 (25.06%) Analytical Skills
2 173 (11.18%) Data Integration
3 172 (11.11%) Management Information System
4 164 (10.59%) Visualisation
5 94 (6.07%) Computer Science
6 64 (4.13%) Mathematics
7 61 (3.94%) Data Structures
8 52 (3.36%) Statistics
9 43 (2.78%) Reference Data
10 41 (2.65%) Enterprise Software
11 36 (2.33%) Data Extraction
12 30 (1.94%) Virtual Team
13 25 (1.61%) Performance Metrics
14 23 (1.49%) Data Protection Act
15 22 (1.42%) Replication
16 17 (1.10%) Derivative
17 16 (1.03%) CMDB
18 15 (0.97%) Economics
19 14 (0.90%) Equities
19 14 (0.90%) Life Science
Operating Systems
1 59 (3.81%) Windows
2 26 (1.68%) Unix
3 18 (1.16%) Windows Server
4 15 (0.97%) Linux
5 9 (0.58%) Windows Server 2003
6 3 (0.19%) Windows Server 2012
7 2 (0.13%) Red Hat Enterprise Linux
8 1 (0.065%) AIX
8 1 (0.065%) Solaris
8 1 (0.065%) Windows 2000
8 1 (0.065%) Windows XP
Processes & Methodologies
1 588 (37.98%) Business Intelligence
2 540 (34.88%) ETL
3 501 (32.36%) Data Management
4 407 (26.29%) Analytics
5 343 (22.16%) Data Governance
6 322 (20.80%) Data Modelling
7 267 (17.25%) Agile Software Development
8 260 (16.80%) Data Analysis
9 226 (14.60%) Master Data Management
10 202 (13.05%) CRM
11 191 (12.34%) Data Architecture
12 166 (10.72%) Information Management
13 157 (10.14%) Migration
14 144 (9.30%) Stakeholder Management
15 124 (8.01%) Data Analytics
16 122 (7.88%) Data Cleansing
17 121 (7.82%) ITIL
18 118 (7.62%) Project Management
19 110 (7.11%) Quality Management
20 106 (6.85%) Kimball Methodology
Programming Languages
1 612 (39.53%) SQL
2 156 (10.08%) T-SQL
3 84 (5.43%) Java
4 83 (5.36%) C#
5 66 (4.26%) PL/SQL
6 61 (3.94%) VBA
7 48 (3.10%) Python
8 40 (2.58%) R
9 35 (2.26%) Data Analysis Expressions (DAX)
10 34 (2.20%) Apex Code
11 23 (1.49%) VB
12 21 (1.36%) JavaScript
13 19 (1.23%) PHP
14 11 (0.71%) Perl
14 11 (0.71%) XPath
15 10 (0.65%) C++
16 9 (0.58%) Shell Script
17 8 (0.52%) Groovy
17 8 (0.52%) MATLAB
18 7 (0.45%) VB.NET
Qualifications
1 220 (14.21%) Degree
2 27 (1.74%) Security Cleared
3 12 (0.78%) SC Cleared
4 10 (0.65%) MBA
5 8 (0.52%) CISSP
6 7 (0.45%) IBM Certification
6 7 (0.45%) ISEB
7 6 (0.39%) DV Cleared
7 6 (0.39%) ITIL Certification
7 6 (0.39%) ITIL Foundation Certificate
7 6 (0.39%) SAS Certification
8 4 (0.26%) Microsoft Certification
8 4 (0.26%) PhD
8 4 (0.26%) PMI Certification
9 3 (0.19%) DBS Check
9 3 (0.19%) ISTQB
9 3 (0.19%) MCITP
9 3 (0.19%) MCSA
9 3 (0.19%) MCTS
10 2 (0.13%) SAP Certification
Quality Assurance & Compliance
1 113 (7.30%) QA
2 38 (2.45%) SLA
3 20 (1.29%) ISO/IEC 27001
4 15 (0.97%) PCI DSS
5 13 (0.84%) Solvency II
6 7 (0.45%) EMIR
7 6 (0.39%) MiFID
7 6 (0.39%) SSAE 16
8 5 (0.32%) COBIT
9 4 (0.26%) Dodd-Frank
9 4 (0.26%) GMP
10 3 (0.19%) CRD IV
11 2 (0.13%) HL7
11 2 (0.13%) SNOMED CT
12 1 (0.065%) Actionable Recommendations
12 1 (0.065%) FATCA
12 1 (0.065%) Sarbanes-Oxley
System Software
1 13 (0.84%) Active Directory
2 5 (0.32%) Oracle RAC
3 4 (0.26%) Apache Flume
3 4 (0.26%) HDFS
4 3 (0.19%) Oracle Clusterware
4 3 (0.19%) vSphere
Systems Management
1 12 (0.78%) Control-M
2 9 (0.58%) Oracle EDQ
3 5 (0.32%) Data Guard
3 5 (0.32%) SCCM
4 4 (0.26%) Oracle RMAN
5 3 (0.19%) HP Quality Center
5 3 (0.19%) Jitterbit
5 3 (0.19%) Microsoft Intune
5 3 (0.19%) Oracle Flashback
5 3 (0.19%) SCOM
5 3 (0.19%) SCVMM
6 2 (0.13%) Cisco IPCC
7 1 (0.065%) Kibana
7 1 (0.065%) logstash
7 1 (0.065%) Nagios
7 1 (0.065%) Oracle Enterprise Manager
7 1 (0.065%) Systems Management Server (SMS)
Vendors
1 367 (23.71%) Oracle
2 300 (19.38%) Microsoft
3 191 (12.34%) Informatica
4 166 (10.72%) Tableau
5 155 (10.01%) SAP
6 131 (8.46%) Salesforce.com
7 67 (4.33%) IBM
8 52 (3.36%) Ab Initio
9 48 (3.10%) Teradata
10 45 (2.91%) Cognos
11 39 (2.52%) Casewise
11 39 (2.52%) Talend
12 37 (2.39%) Netezza
13 23 (1.49%) MicroStrategy
14 21 (1.36%) Trillium
15 15 (0.97%) Adobe
16 13 (0.84%) TIBCO
17 12 (0.78%) Sybase
18 11 (0.71%) Cognizant
18 11 (0.71%) GoldenSource
City, London
Harris Rubbert Associates
Salary: Up to £80,000 per annum + Bonus + Benefits
Posted: Yesterday
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £40000.00 - £50000.00 per annum + Benefits
Posted: Yesterday
Brighton, East Sussex
Search Consultancy
Posted: Yesterday
City, London
Red10
Salary: £45000 - £50000 per annum
Posted: 4 days ago
London
Harvey Nash plc
Salary: £80000 - £85000 per annum + Bonus & Excellent Package
Posted: 4 days ago
London
Polar Recruitment
Salary: £230 per day
Posted: 2 days ago
Chester, Cheshire
Applause IT Innovation
Salary: £35000 - £55000 per annum + + Great Benefits
Posted: 3 days ago
London
Venturi
Salary: £65000 - £85000 per annum + Benefits
Posted: 2 days ago
Birmingham, West Midlands (County)
Hydrogen
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £85,000 - £95,000
Posted: 3 days ago
London
Mason Frank International
Salary: £70000 - £90000 per annum
Posted: 5 days ago
Manchester, Lancashire
Venturi
Salary: £50000 per annum + plus bonus and benefits
Posted: Yesterday
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £21,500 to £35,000 per annum (depending on experience)
Posted: 3 days ago
London
Harrington Starr
Posted: 3 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £35,000 per annum
Posted: 4 days ago
Milton Keynes, Buckinghamshire
NSK International Consultants Ltd
Salary: £70,000 per annum Plus Bonus, Pension and Private Health Care
Posted: 4 days ago
London
Coal IT Services
Salary: From £40,000 to £40,000 per annum + Package
Posted: 4 days ago
London
Mason Frank International
Salary: £75000 - £95000 per annum + bonus
Posted: 5 days ago
Cheltenham, Gloucestershire
Solutions Recruitment
Salary: Negotiable - depending on experience
Posted: 5 days ago
Birmingham, West Midlands (County)
Spring Technology
Salary: £45000.00 - £57000.00 per annum
Posted: 5 days ago
Bristol, Avon
Spring Technology
Salary: £45000.00 - £57000.00 per annum
Posted: 5 days ago
Atherstone, Warwickshire
TNT Global IT
Salary: Unspecified
Posted: 3 days ago
London
Joseph Harry Ltd
Salary: £35000 - £45000 per annum + 25% Bonus + 10% Pension
Posted: 4 days ago
London
Experis Ltd
Salary: £40000.00 - £46235.00 per annum + +benefits
Posted: 5 days ago
South West London
Cyber Team
Salary: From £20,000 to £25,000 per annum Benefits Package
Posted: 2 days ago
Egham, Surrey
Spargonet Consulting Plc
Salary: £80000 - £90000 per annum, Benefits Pension, Life, Health and 25 days
Posted: 6 days ago
London
McGregor Boyall
Salary: £65000 - £75000 per annum
Posted: 4 days ago
London
Ping IT Recruitment ltd
Salary: From £45,000 to £55,000 per annum
Posted: 5 days ago
Hertfordshire
Ping IT Recruitment ltd
Salary: Excellent Salary and Benefits
Posted: 5 days ago
Borehamwood, Hertfordshire
Experis Ltd
Salary: £40000 - £45000 per annum + pension + benefits
Posted: 6 days ago