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

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Data Quality
Rank 338 290 366
Rank change year-on-year
-48 +76
Permanent jobs citing Data Quality 756 1081 831
As % of all permanent IT jobs located in England 0.84% 1.07% 0.78%
As % of the Quality Assurance & Compliance category 6.93% 9.19% 6.81%
Number of salaries quoted 599 821 674
Median salary £52,500 £50,000 £50,000
Median salary % change year-on-year
+5.00% -
90% offered a salary of more than £32,000 £32,500 £32,500
10% offered a salary of more than £82,500 £80,000 £80,000
UK excluding London median salary £45,000 £45,000 £46,500
% change year-on-year
- -3.22%
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
10916 11762 12204
As % of all permanent IT jobs located in England 12.13% 11.64% 11.42%
Number of salaries quoted 8629 9482 9542
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 £30,000 £28,090 £27,500
10% offered a salary of more than £77,500 £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 26 September 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 26 September 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 -30 424 £57,500 +2.67% 48
South East -4 115 £50,000 +11.11% 7
North West +10 50 £43,750 +6.06% 11
West Midlands -71 41 £50,000 - 1
Yorkshire +3 34 £35,000 -30.00% 3
East of England +14 30 £45,000 +30.93% 2
South West -60 27 £51,000 +13.33% 7
East Midlands +9 19 £45,000 +12.50% 1
North East +12 10 £39,000 -0.63%
Data Quality
UK

Data Quality
Top 30 Related IT Skills in England

For the 6 months to 26 September 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.

1 601 (39.41%) SQL
2 563 (36.92%) Business Intelligence
3 535 (35.08%) ETL
4 534 (35.02%) Data Management
5 472 (30.95%) Data Warehouse
6 455 (29.84%) Finance
7 416 (27.28%) Analytics
8 373 (24.46%) SQL Server
9 371 (24.33%) Analytical Skills
10 367 (24.07%) Oracle
11 323 (21.18%) Data Modelling
12 319 (20.92%) Microsoft
13 317 (20.79%) Data Governance
14 267 (17.51%) Data Analysis
15 262 (17.18%) Agile Software Development
16 248 (16.26%) Master Data Management
17 241 (15.80%) MS Excel
18 233 (15.28%) SQL Server Integration Services
19 214 (14.03%) CRM
20 211 (13.84%) SQL Server Reporting Services
20 211 (13.84%) Degree
21 195 (12.79%) Data Architecture
22 187 (12.26%) Relational Database
23 182 (11.93%) Informatica
24 181 (11.87%) Visualisation
25 179 (11.74%) Migration
26 169 (11.08%) Management Information System
27 166 (10.89%) Data Integration
28 155 (10.16%) T-SQL
28 155 (10.16%) Information Management

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 98 (6.43%) SAS
2 50 (3.28%) SharePoint
3 13 (0.85%) Tomcat
4 11 (0.72%) IIS
5 10 (0.66%) Apache
5 10 (0.66%) PowerExchange
6 9 (0.59%) Apache Spark
7 5 (0.33%) WebLogic
8 4 (0.26%) Apache Pig
8 4 (0.26%) GlassFish
8 4 (0.26%) JBoss
9 3 (0.20%) CMS
10 2 (0.13%) Alfresco
10 2 (0.13%) ArcGIS
10 2 (0.13%) BizTalk Server
10 2 (0.13%) Content Management Server
10 2 (0.13%) Documentum
10 2 (0.13%) Elasticsearch
10 2 (0.13%) OpenStack
10 2 (0.13%) SharePoint 2013
Applications
1 241 (15.80%) MS Excel
2 109 (7.15%) MS Office
3 86 (5.64%) MS PowerPoint
4 31 (2.03%) MS Visio
5 30 (1.97%) SPSS
6 12 (0.79%) Spreadsheet
7 9 (0.59%) MS Project
8 5 (0.33%) Stata
9 4 (0.26%) GNU Octave
10 1 (0.066%) Adobe Creative Suite
10 1 (0.066%) Adobe Illustrator
10 1 (0.066%) OmniGraffle
10 1 (0.066%) Photoshop
Business Applications
1 30 (1.97%) Dynamics CRM
2 28 (1.84%) Oracle EBS
3 18 (1.18%) Salesforce.com CRM
4 11 (0.72%) SAP CRM
4 11 (0.72%) SAP MDM
5 10 (0.66%) Dynamics AX
6 8 (0.52%) SAP HR
7 7 (0.46%) Oracle CRM
8 6 (0.39%) Adobe Campaign
8 6 (0.39%) Cognos Business Intelligence
8 6 (0.39%) SAP Oil and Gas
9 5 (0.33%) FastStats
9 5 (0.33%) FastStats PeopleStage
9 5 (0.33%) Unica
10 4 (0.26%) Eloqua
10 4 (0.26%) Oracle Financials
11 3 (0.20%) Dynamics NAV
11 3 (0.20%) SystmOne
11 3 (0.20%) WebTrends
12 2 (0.13%) Infor SunSystems
Cloud Services
1 41 (2.69%) Microsoft Azure
2 36 (2.36%) Amazon AWS
3 24 (1.57%) Force.com
4 17 (1.11%) SaaS
5 12 (0.79%) iPaaS
6 9 (0.59%) Cloud Computing
6 9 (0.59%) Taleo
7 7 (0.46%) Oracle CX
8 5 (0.33%) BlueKai
8 5 (0.33%) Google Analytics
8 5 (0.33%) Office 365
9 2 (0.13%) AWS Lambda
9 2 (0.13%) GitHub
9 2 (0.13%) Google Cloud Platform
9 2 (0.13%) PaaS
10 1 (0.066%) Adobe Analytics
10 1 (0.066%) IaaS
10 1 (0.066%) SuccessFactors
Communications & Networking
1 9 (0.59%) Intranet
2 4 (0.26%) DSL
3 3 (0.20%) PPP
3 3 (0.20%) Wireless
4 2 (0.13%) HTTP
4 2 (0.13%) HTTPS
4 2 (0.13%) SSL
5 1 (0.066%) Broadband
5 1 (0.066%) DHCP
5 1 (0.066%) Internet
5 1 (0.066%) VLAN
Database & Business Intelligence
1 472 (30.95%) Data Warehouse
2 373 (24.46%) SQL Server
3 233 (15.28%) SQL Server Integration Services
4 211 (13.84%) SQL Server Reporting Services
5 187 (12.26%) Relational Database
6 138 (9.05%) Big Data
7 124 (8.13%) SQL Server Analysis Services
8 123 (8.07%) QlikView
9 110 (7.21%) BusinessObjects
10 97 (6.36%) Hadoop
11 74 (4.85%) Data Mining
12 63 (4.13%) Power BI
13 59 (3.87%) SQL Server 2008
14 57 (3.74%) Oracle ODI
15 50 (3.28%) SQL Server 2012
16 49 (3.21%) MySQL
17 47 (3.08%) Enterprise Data Warehouse
18 45 (2.95%) DB2
19 43 (2.82%) RDBMS
20 40 (2.62%) SQL Server 2014
Development Applications
1 35 (2.30%) Talend Open Studio
2 30 (1.97%) ERwin
2 30 (1.97%) Oracle APEX
3 27 (1.77%) Team Foundation Server
4 20 (1.31%) JIRA
5 10 (0.66%) SQL Server Management Studio (SSMS)
5 10 (0.66%) Visual Studio
6 6 (0.39%) Eclipse
6 6 (0.39%) Oracle Forms
7 4 (0.26%) JSUnit
8 3 (0.20%) Git (software)
9 2 (0.13%) Jasmine
9 2 (0.13%) ProC
9 2 (0.13%) PVCS
9 2 (0.13%) Selenium
9 2 (0.13%) TestDirector
9 2 (0.13%) WebDriver
9 2 (0.13%) XMLSpy
10 1 (0.066%) PowerDesigner
10 1 (0.066%) Subversion
General
1 455 (29.84%) Finance
2 146 (9.57%) Marketing
3 125 (8.20%) Retail
4 99 (6.49%) Banking
5 72 (4.72%) Legal
6 41 (2.69%) Investment Banking
7 31 (2.03%) Retail Banking
8 24 (1.57%) Pharmaceutical
9 20 (1.31%) Publishing
10 19 (1.25%) Back Office
10 19 (1.25%) Corporate Banking
10 19 (1.25%) Manufacturing
11 17 (1.11%) Front Office
11 17 (1.11%) Private Banking
12 15 (0.98%) Billing
13 12 (0.79%) Advertising
13 12 (0.79%) Automotive
13 12 (0.79%) Telecoms
14 11 (0.72%) Games
14 11 (0.72%) German Language
Job Titles
1 468 (30.69%) Analyst
2 229 (15.02%) Architect
3 228 (14.95%) Data Analyst
4 213 (13.97%) Developer
5 167 (10.95%) Data Architect
6 122 (8.00%) Consultant
7 120 (7.87%) Data Manager
8 98 (6.43%) SQL Analyst
9 77 (5.05%) Business Intelligence Analyst
10 74 (4.85%) Business Analyst
11 71 (4.66%) Business Intelligence Developer
11 71 (4.66%) Data Quality Analyst
12 64 (4.20%) SQL Data Analyst
13 57 (3.74%) Quality Analyst
14 55 (3.61%) Data Consultant
15 53 (3.48%) SQL Developer
16 49 (3.21%) Administrator
17 48 (3.15%) Solutions Architect
18 45 (2.95%) SSIS Developer
19 43 (2.82%) Governance Manager
Libraries, Frameworks & Software Standards
1 103 (6.75%) .NET
2 88 (5.77%) Web Services
3 63 (4.13%) XML
4 47 (3.08%) Oracle Fusion
5 44 (2.89%) Middleware
6 37 (2.43%) Oracle GoldenGate
7 35 (2.30%) MDX
8 18 (1.18%) COM
8 18 (1.18%) REST
9 17 (1.11%) HTML
9 17 (1.11%) SOAP
10 14 (0.92%) CSS
11 8 (0.52%) AngularJS
12 7 (0.46%) CSS3
13 6 (0.39%) HTML5
13 6 (0.39%) Twitter Bootstrap
13 6 (0.39%) XSLT
14 5 (0.33%) JSON
14 5 (0.33%) Natural Language Processing
14 5 (0.33%) ODBC
Miscellaneous
1 371 (24.33%) Analytical Skills
2 181 (11.87%) Visualisation
3 169 (11.08%) Management Information System
4 166 (10.89%) Data Integration
5 93 (6.10%) Computer Science
6 57 (3.74%) Mathematics
7 48 (3.15%) Data Structures
8 46 (3.02%) Enterprise Software
8 46 (3.02%) Reference Data
9 43 (2.82%) Statistics
10 40 (2.62%) Data Extraction
11 23 (1.51%) Virtual Team
12 21 (1.38%) Data Protection Act
12 21 (1.38%) Performance Metrics
12 21 (1.38%) Replication
13 20 (1.31%) NHS
14 17 (1.11%) CMDB
15 13 (0.85%) Derivative
16 12 (0.79%) Economics
16 12 (0.79%) Taxonomies
Operating Systems
1 54 (3.54%) Windows
2 27 (1.77%) Unix
3 12 (0.79%) Linux
4 10 (0.66%) Windows Server
5 9 (0.59%) Windows Server 2003
6 2 (0.13%) Red Hat Enterprise Linux
7 1 (0.066%) AIX
Processes & Methodologies
1 563 (36.92%) Business Intelligence
2 535 (35.08%) ETL
3 534 (35.02%) Data Management
4 416 (27.28%) Analytics
5 323 (21.18%) Data Modelling
6 317 (20.79%) Data Governance
7 267 (17.51%) Data Analysis
8 262 (17.18%) Agile Software Development
9 248 (16.26%) Master Data Management
10 214 (14.03%) CRM
11 195 (12.79%) Data Architecture
12 179 (11.74%) Migration
13 155 (10.16%) Information Management
14 146 (9.57%) Stakeholder Management
15 139 (9.11%) Data Analytics
16 134 (8.79%) Data Cleansing
17 124 (8.13%) Data Migration
18 120 (7.87%) ITIL
19 105 (6.89%) Quality Management
20 104 (6.82%) Project Management
Programming Languages
1 601 (39.41%) SQL
2 155 (10.16%) T-SQL
3 80 (5.25%) Java
4 79 (5.18%) C#
5 57 (3.74%) PL/SQL
5 57 (3.74%) Python
6 55 (3.61%) VBA
7 43 (2.82%) R
8 37 (2.43%) Apex Code
9 30 (1.97%) Data Analysis Expressions (DAX)
10 24 (1.57%) JavaScript
11 18 (1.18%) VB
12 17 (1.11%) PHP
13 9 (0.59%) C++
13 9 (0.59%) Perl
13 9 (0.59%) Shell Script
13 9 (0.59%) VB.NET
14 7 (0.46%) Groovy
14 7 (0.46%) Scala
15 6 (0.39%) XPath
Qualifications
1 211 (13.84%) Degree
2 22 (1.44%) Security Cleared
3 10 (0.66%) SC Cleared
4 9 (0.59%) MBA
5 7 (0.46%) IBM Certification
5 7 (0.46%) ITIL Foundation Certificate
6 6 (0.39%) CISSP
6 6 (0.39%) ISEB
6 6 (0.39%) ITIL Certification
7 4 (0.26%) PMI Certification
8 3 (0.20%) DBS Check
8 3 (0.20%) DV Cleared
8 3 (0.20%) ISTQB
8 3 (0.20%) PhD
8 3 (0.20%) PRINCE2 Certification
9 1 (0.066%) CIPD
9 1 (0.066%) MCP
9 1 (0.066%) Microsoft Certification
9 1 (0.066%) PMP
9 1 (0.066%) SAS Certification
Quality Assurance & Compliance
1 105 (6.89%) QA
2 45 (2.95%) SLA
3 18 (1.18%) ISO/IEC 27001
4 12 (0.79%) PCI DSS
5 7 (0.46%) COBIT
5 7 (0.46%) EMIR
6 6 (0.39%) Solvency II
7 5 (0.33%) Dodd-Frank
7 5 (0.33%) MiFID
8 4 (0.26%) GMP
8 4 (0.26%) SSAE 16
9 2 (0.13%) CRD IV
9 2 (0.13%) FATCA
9 2 (0.13%) HL7
9 2 (0.13%) SNOMED CT
10 1 (0.066%) Actionable Recommendations
10 1 (0.066%) Sarbanes-Oxley
System Software
1 10 (0.66%) Active Directory
2 2 (0.13%) Oracle RAC
3 1 (0.066%) Apache Flume
3 1 (0.066%) Docker
3 1 (0.066%) HDFS
3 1 (0.066%) Oracle Clusterware
Systems Management
1 12 (0.79%) Control-M
2 9 (0.59%) Oracle EDQ
3 2 (0.13%) Data Guard
3 2 (0.13%) HP Quality Center
3 2 (0.13%) SCCM
4 1 (0.066%) Cisco IPCC
4 1 (0.066%) Jitterbit
4 1 (0.066%) Kibana
4 1 (0.066%) logstash
4 1 (0.066%) Nagios
4 1 (0.066%) Oracle Flashback
4 1 (0.066%) Oracle RMAN
4 1 (0.066%) Systems Management Server (SMS)
Vendors
1 367 (24.07%) Oracle
2 319 (20.92%) Microsoft
3 182 (11.93%) Informatica
4 153 (10.03%) SAP
5 149 (9.77%) Tableau
6 146 (9.57%) Salesforce.com
7 58 (3.80%) IBM
8 53 (3.48%) Cognos
9 44 (2.89%) Ab Initio
10 41 (2.69%) Teradata
11 38 (2.49%) Casewise
12 35 (2.30%) Netezza
12 35 (2.30%) Talend
13 31 (2.03%) Trillium
14 18 (1.18%) MicroStrategy
15 15 (0.98%) Siebel
16 13 (0.85%) Adobe
17 11 (0.72%) GoldenSource
17 11 (0.72%) TIBCO
18 10 (0.66%) Cognizant
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £45000.00 - £50000.00 per annum + Benefits
Posted: 2 days ago
Bristol, Avon
Spring Technology
Salary: £45000.00 - £57000.00 per annum
Posted: 2 days ago
Birmingham, West Midlands (County)
Spring Technology
Salary: £45000.00 - £57000.00 per annum
Posted: 2 days ago
Gloucestershire
Spring Technology
Salary: £30000.00 - £34000.00 per annum + + Benefits
Posted: 4 days ago
London
Technology People UK
Salary: From £80,000 to £90,000 per annum + Bonus
Posted: 4 days ago
London
Engage PSG
Salary: £500 - £700 per day
Posted: 4 days ago
Peterborough, Cambridgeshire
Circle Recruitment
Salary: £20000 - £25000 per annum + Benefits
Posted: 3 days ago
Hampshire
Arden Resourcing Limited
Salary: £28000.00 - £33000.00 per annum + Benefits
Posted: 5 days ago
London
Twenty Recruitment Group
Salary: £70000.00 - £80000.00 per annum
Posted: 4 days ago
Bristol, Avon
Talent International
Salary: £60000 - £70000 per annum + Bonus, Pension
Posted: 4 days ago
London
Creative Personnel
Salary: £35000 - £47000 per annum
Posted: 3 days ago
South West
Opus Recruitment Solutions Ltd
Salary: £25000 - £35000 per annum
Posted: 6 days ago
London
McGregor Boyall
Salary: £65000 - £75000 per annum
Posted: 2 days ago
London
Talent International
Salary: £60000 - £70000 per annum + Bonus, Pension
Posted: 4 days ago
City, London
Spencer Rose
Salary: From £45,000 to £50,000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £35,000 per annum
Posted: 5 days ago
Crawley, West Sussex
Sanderson
Salary: £75000 per annum
Posted: 5 days ago
London
BAE Systems Applied Intelligence Ltd
Salary: Competitive
Posted: 9 days ago
London
Venturi
Salary: £65000 - £85000 per annum + Benefits
Posted: 5 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: 5 days ago
City, London
Best Practice Talent Solutions
Salary: From £55,000 to £75,000 per annum Salary offered dependent on current
Posted: 5 days ago
Chester, Cheshire
Applause IT Innovation
Salary: £40000 - £60000 per annum + + Great Benefits
Posted: 6 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 4 days ago
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £50000.00 - £60000.00 per annum + Car + Benefits
Posted: 4 days ago
Manchester, Lancashire
onezeero.
Salary: £40000 - £45000 per annum + bonus and benefits
Posted: 5 days ago
London
Venturi
Salary: £70000 - £80000 per annum + Bonus + Benefits
Posted: 5 days ago
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £75000.00 - £90000.00 per annum
Posted: 6 days ago
London
BAE Systems Applied Intelligence Ltd
Salary: Competitive
Posted: 9 days ago
London
BAE Systems Applied Intelligence Ltd
Salary: Competitive
Posted: 9 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 4 days ago