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

3 months to
3 May 2016
Same period 2015 Same period 2014
Data Quality
Rank 356 410 356
Rank change year-on-year
+54 -54
Permanent jobs citing Data Quality 837 726 934
As % of all permanent IT jobs located in England 0.87% 0.71% 0.83%
As % of the Quality Assurance & Compliance category 7.39% 6.22% 7.33%
Number of salaries quoted 616 543 713
Median salary £50,000 £52,500 £52,500
Median salary % change year-on-year
-4.76% -
90% offered a salary of more than £32,500 £35,000 £32,500
10% offered a salary of more than £75,000 £82,500 £77,500
UK excluding London median salary £45,000 £43,500 £45,000
% change year-on-year
+3.44% -3.33%
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
11329 11668 12737
As % of all permanent IT jobs located in England 11.76% 11.34% 11.29%
Number of salaries quoted 9069 9206 10067
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 £28,000 £27,500
10% offered a salary of more than £75,000 £72,500 £75,000
UK excluding London median salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +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 3 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 3 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 +25 455 £54,250 -9.58% 37
South East +34 146 £44,250 -15.71% 7
Yorkshire +20 69 £45,000 +20.00% 10
North West +37 34 £36,000 -20.00% 3
West Midlands -12 33 £42,500 -15.00% 8
East Midlands +27 30 £30,000 -25.00% 4
South West +14 28 £50,000 +41.84% 2
East of England +3 23 £40,500 -3.57% 3
Midlands - 5 £50,000 -
North East +2 2 £40,000 -27.27%
Data Quality
UK

Data Quality
Top 30 Related IT Skills in England

For the 6 months to 3 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.

1 890 (46.79%) SQL
2 845 (44.43%) Business Intelligence
3 750 (39.43%) Data Warehouse
4 615 (32.33%) Finance
5 581 (30.55%) Data Management
5 581 (30.55%) SQL Server
6 525 (27.60%) ETL
7 509 (26.76%) Data Governance
8 504 (26.50%) Analytical Skills
9 454 (23.87%) Data Modelling
10 412 (21.66%) Oracle
11 405 (21.29%) Analytics
12 387 (20.35%) Microsoft
13 376 (19.77%) SQL Server Integration Services
14 342 (17.98%) Data Analysis
15 318 (16.72%) SQL Server Reporting Services
16 316 (16.61%) Agile Software Development
17 295 (15.51%) MS Excel
18 268 (14.09%) Degree
19 243 (12.78%) T-SQL
20 242 (12.72%) Tableau
21 230 (12.09%) Data Architecture
22 228 (11.99%) SQL Server Analysis Services
23 224 (11.78%) Management Information System
24 222 (11.67%) Data Integration
24 222 (11.67%) Marketing
25 220 (11.57%) Big Data
26 210 (11.04%) BusinessObjects
27 206 (10.83%) SAS
28 191 (10.04%) 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
1 206 (10.83%) SAS
2 53 (2.79%) SharePoint
3 17 (0.89%) Apache Spark
4 16 (0.84%) Apache Pig
5 7 (0.37%) BizTalk Server
5 7 (0.37%) Elasticsearch
6 6 (0.32%) CMS
6 6 (0.32%) NetWeaver
6 6 (0.32%) Tomcat
7 4 (0.21%) ArcGIS
7 4 (0.21%) Oracle Workflow
7 4 (0.21%) SharePoint 2010
7 4 (0.21%) WebLogic
7 4 (0.21%) 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 Server
9 2 (0.11%) TWiki
Applications
1 295 (15.51%) MS Excel
2 74 (3.89%) MS Office
3 53 (2.79%) MS PowerPoint
4 48 (2.52%) SPSS
5 25 (1.31%) MS Visio
6 15 (0.79%) Spreadsheet
7 4 (0.21%) GNU Octave
8 2 (0.11%) CATIA
Business Applications
1 29 (1.52%) SAP MDM
2 21 (1.10%) Oracle EBS
3 13 (0.68%) Dynamics CRM
3 13 (0.68%) SAP HR
3 13 (0.68%) SAP Payroll
4 12 (0.63%) Maximo
5 9 (0.47%) Cognos Business Intelligence
5 9 (0.47%) Markit EDM
5 9 (0.47%) Oracle Applications
6 8 (0.42%) Adobe Campaign
7 7 (0.37%) Unica
8 6 (0.32%) FastStats PeopleStage
8 6 (0.32%) SAP MM
9 5 (0.26%) MetaTrader
9 5 (0.26%) Oracle BPM
9 5 (0.26%) Oracle CRM
10 4 (0.21%) IBM Operational Decision Manager
10 4 (0.21%) SAP PM
10 4 (0.21%) SAP PP
11 3 (0.16%) HFM
Cloud Services
1 33 (1.74%) Microsoft Azure
2 20 (1.05%) Amazon AWS
3 19 (1.00%) SaaS
4 9 (0.47%) Cloud Computing
5 7 (0.37%) Office 365
6 5 (0.26%) Adobe Analytics
6 5 (0.26%) Force.com
6 5 (0.26%) Oracle CX
7 4 (0.21%) Taleo
8 3 (0.16%) Google Cloud Platform
9 2 (0.11%) Google Drive
9 2 (0.11%) IaaS
10 1 (0.053%) FinancialForce.com
10 1 (0.053%) Google Analytics
10 1 (0.053%) PaaS
10 1 (0.053%) SuccessFactors
Communications & Networking
1 9 (0.47%) Internet
2 5 (0.26%) Firewall
3 4 (0.21%) Kerberos
3 4 (0.21%) LAN
3 4 (0.21%) WAN
4 3 (0.16%) Wireless
5 2 (0.11%) Intranet
5 2 (0.11%) Remote Desktop
5 2 (0.11%) VPN
5 2 (0.11%) WebEx
6 1 (0.053%) DWDM
6 1 (0.053%) Extranet
6 1 (0.053%) HTTP
6 1 (0.053%) Network Security
6 1 (0.053%) NFC
6 1 (0.053%) RFID
6 1 (0.053%) SMS
6 1 (0.053%) SSL
6 1 (0.053%) TCP/IP
Database & Business Intelligence
1 750 (39.43%) Data Warehouse
2 581 (30.55%) SQL Server
3 376 (19.77%) SQL Server Integration Services
4 318 (16.72%) SQL Server Reporting Services
5 228 (11.99%) SQL Server Analysis Services
6 220 (11.57%) Big Data
7 210 (11.04%) BusinessObjects
8 191 (10.04%) QlikView
9 161 (8.46%) Relational Database
10 130 (6.83%) Data Mining
10 130 (6.83%) SQL Server 2008
11 127 (6.68%) Hadoop
12 119 (6.26%) SQL Server 2012
13 110 (5.78%) Data Mart
14 81 (4.26%) SQL Server 2014
15 73 (3.84%) Enterprise Data Warehouse
16 63 (3.31%) Power BI
17 62 (3.26%) RDBMS
18 54 (2.84%) Oracle Database
19 53 (2.79%) Spotfire
Development Applications
1 53 (2.79%) Talend Open Studio
2 40 (2.10%) JIRA
3 31 (1.63%) Team Foundation Server
4 26 (1.37%) ERwin
5 24 (1.26%) SQL Server Management Studio (SSMS)
6 21 (1.10%) Visual Studio
7 19 (1.00%) Oracle APEX
8 10 (0.53%) Octopus Deploy
9 9 (0.47%) Bugzilla
10 8 (0.42%) Axure RP
10 8 (0.42%) Oracle Forms
10 8 (0.42%) Subversion
11 7 (0.37%) Git (software)
12 6 (0.32%) Ant
12 6 (0.32%) Hudson
12 6 (0.32%) Maven
13 5 (0.26%) Gradle
13 5 (0.26%) Jenkins
13 5 (0.26%) Sonatype Nexus
14 4 (0.21%) Lombardi
General
1 615 (32.33%) Finance
2 222 (11.67%) Marketing
3 133 (6.99%) Banking
4 129 (6.78%) Retail
5 57 (3.00%) Legal
6 45 (2.37%) Back Office
7 41 (2.16%) Billing
8 32 (1.68%) Law
9 29 (1.52%) Publishing
10 27 (1.42%) Telecoms
11 26 (1.37%) Games
11 26 (1.37%) Pharmaceutical
12 25 (1.31%) Front Office
13 24 (1.26%) Manufacturing
14 22 (1.16%) Financial Institution
15 17 (0.89%) General Ledger
15 17 (0.89%) Military
16 15 (0.79%) Investment Banking
17 14 (0.74%) Advertising
18 11 (0.58%) Retail Banking
Job Titles
1 651 (34.23%) Analyst
2 353 (18.56%) Developer
3 309 (16.25%) Data Analyst
4 204 (10.73%) Architect
5 161 (8.46%) Data Manager
6 159 (8.36%) Consultant
7 157 (8.25%) Business Intelligence Developer
7 157 (8.25%) SQL Developer
8 153 (8.04%) SQL Analyst
9 152 (7.99%) Business Intelligence Analyst
10 138 (7.26%) Data Architect
11 108 (5.68%) Business Analyst
12 87 (4.57%) SQL BI Developer
13 84 (4.42%) SSIS Developer
14 79 (4.15%) Data Consultant
15 73 (3.84%) Senior Analyst
16 72 (3.79%) SQL Data Analyst
17 64 (3.36%) Analyst Developer
18 63 (3.31%) SSRS Developer
19 62 (3.26%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 158 (8.31%) .NET
2 96 (5.05%) XML
3 70 (3.68%) HTML
4 68 (3.58%) MDX
5 60 (3.15%) Web Services
6 48 (2.52%) CSS
7 42 (2.21%) Middleware
8 39 (2.05%) Oracle GoldenGate
9 24 (1.26%) Oracle Fusion
10 17 (0.89%) Velocity
11 14 (0.74%) JSON
11 14 (0.74%) REST
12 13 (0.68%) HTML5
12 13 (0.68%) Kafka
13 12 (0.63%) .NET Framework
14 11 (0.58%) XSLT
15 10 (0.53%) SOAP
16 9 (0.47%) Ajax
16 9 (0.47%) Apache Flex
16 9 (0.47%) jQuery
Miscellaneous
1 504 (26.50%) Analytical Skills
2 224 (11.78%) Management Information System
3 222 (11.67%) Data Integration
4 148 (7.78%) Visualisation
5 138 (7.26%) Computer Science
6 107 (5.63%) Data Structures
7 80 (4.21%) Mathematics
8 70 (3.68%) Statistics
9 48 (2.52%) Reference Data
10 42 (2.21%) Data Protection Act
11 40 (2.10%) NHS
12 35 (1.84%) Hedge funds
13 27 (1.42%) Economics
13 27 (1.42%) User Experience
14 26 (1.37%) Data Extraction
14 26 (1.37%) Enterprise Software
15 18 (0.95%) Taxonomies
16 16 (0.84%) Derivative
16 16 (0.84%) Equities
16 16 (0.84%) Performance Metrics
Operating Systems
1 85 (4.47%) Windows
2 43 (2.26%) Unix
3 34 (1.79%) Linux
4 13 (0.68%) Windows Server
5 5 (0.26%) Windows Server 2003
6 3 (0.16%) Windows Server 2012
7 1 (0.053%) AIX
7 1 (0.053%) Solaris
7 1 (0.053%) Windows 2000
7 1 (0.053%) Windows XP
Processes & Methodologies
1 845 (44.43%) Business Intelligence
2 581 (30.55%) Data Management
3 525 (27.60%) ETL
4 509 (26.76%) Data Governance
5 454 (23.87%) Data Modelling
6 405 (21.29%) Analytics
7 342 (17.98%) Data Analysis
8 316 (16.61%) Agile Software Development
9 230 (12.09%) Data Architecture
10 185 (9.73%) Master Data Management
11 171 (8.99%) Information Management
12 170 (8.94%) Stakeholder Management
13 167 (8.78%) Migration
14 163 (8.57%) CRM
15 146 (7.68%) Project Management
16 137 (7.20%) Kimball Methodology
17 130 (6.83%) Data Migration
18 129 (6.78%) Data Analytics
19 114 (5.99%) E-Commerce
20 107 (5.63%) Continuous Improvement
Programming Languages
1 890 (46.79%) SQL
2 243 (12.78%) T-SQL
3 136 (7.15%) PL/SQL
4 95 (4.99%) C#
5 90 (4.73%) Java
6 81 (4.26%) VBA
7 67 (3.52%) R
8 52 (2.73%) Python
9 50 (2.63%) VB
10 29 (1.52%) C
10 29 (1.52%) JavaScript
11 25 (1.31%) Data Analysis Expressions (DAX)
12 24 (1.26%) Shell Script
13 14 (0.74%) Apex Code
14 13 (0.68%) Scala
15 11 (0.58%) Perl
15 11 (0.58%) XPath
16 10 (0.53%) PHP
17 8 (0.42%) C++
17 8 (0.42%) VBScript
Qualifications
1 268 (14.09%) Degree
2 39 (2.05%) Security Cleared
3 20 (1.05%) SAS Certification
4 17 (0.89%) ISEB
5 14 (0.74%) DV Cleared
6 10 (0.53%) ISTQB
6 10 (0.53%) Microsoft Certification
6 10 (0.53%) SC Cleared
7 9 (0.47%) CISSP
7 9 (0.47%) ISTQB Foundation Certification
8 7 (0.37%) Oracle Certification
9 5 (0.26%) CISM
9 5 (0.26%) MCITP
9 5 (0.26%) MCP
10 4 (0.21%) ACCA
10 4 (0.21%) CIMA
10 4 (0.21%) CISA
10 4 (0.21%) Cisco Certification
10 4 (0.21%) CRISC
10 4 (0.21%) MBA
Quality Assurance & Compliance
1 119 (6.26%) QA
2 25 (1.31%) SLA
2 25 (1.31%) Solvency II
3 19 (1.00%) EMIR
4 14 (0.74%) ISO/IEC 27001
5 11 (0.58%) CRD IV
5 11 (0.58%) MiFID
6 8 (0.42%) Dodd-Frank
6 8 (0.42%) FATCA
6 8 (0.42%) PCI DSS
7 6 (0.32%) SSAE 16
8 5 (0.26%) COBIT
9 4 (0.21%) SDET
10 1 (0.053%) HL7
10 1 (0.053%) Sarbanes-Oxley
System Software
1 18 (0.95%) Active Directory
2 14 (0.74%) HDFS
2 14 (0.74%) Oracle RAC
3 10 (0.53%) Apache Flume
4 3 (0.16%) Oracle Clusterware
4 3 (0.16%) vSphere
5 2 (0.11%) VirtualBox
6 1 (0.053%) Docker
6 1 (0.053%) Hyper-V
Systems Management
1 17 (0.89%) Oracle EDQ
2 12 (0.63%) Data Guard
3 11 (0.58%) Systems Management Server (SMS)
4 7 (0.37%) Jitterbit
5 5 (0.26%) Kibana
6 4 (0.21%) logstash
6 4 (0.21%) Oracle RMAN
6 4 (0.21%) SCCM
6 4 (0.21%) Windows Intune
7 3 (0.16%) Oracle Flashback
7 3 (0.16%) SCOM
7 3 (0.16%) SCVMM
8 2 (0.11%) Cisco IPCC
8 2 (0.11%) EMC NetWorker
8 2 (0.11%) HP Quality Center
9 1 (0.053%) Mesos
9 1 (0.053%) Oracle Enterprise Manager
Vendors
1 412 (21.66%) Oracle
2 387 (20.35%) Microsoft
3 242 (12.72%) Tableau
4 183 (9.62%) SAP
5 174 (9.15%) Informatica
6 99 (5.21%) IBM
7 77 (4.05%) Teradata
8 66 (3.47%) Salesforce.com
9 63 (3.31%) Cognos
10 53 (2.79%) Talend
11 48 (2.52%) Ab Initio
12 42 (2.21%) Netezza
13 38 (2.00%) Trillium
14 32 (1.68%) MicroStrategy
15 23 (1.21%) Casewise
16 20 (1.05%) DataFlux
17 18 (0.95%) Adobe
17 18 (0.95%) InterSystems
18 17 (0.89%) Cloudera
19 16 (0.84%) Hortonworks
North West London
KDR
Salary: £50000 - £70000 per annum + Pension, Bonus
Posted: 2 hours ago
Warwick, Warwickshire
GSA Techsource Ltd
Posted: 11 hours ago
London
Redrock Consulting Ltd
Salary: £55000.00 - £65000.00 per annum
Posted: 3 days ago
Bath, Avon
Sanderson
Salary: £40000 - £45000 per annum
Posted: 3 days ago
Berkshire
Marcus Donald People
Salary: £50000 - £55000 per annum
Posted: 3 days ago
Halifax, West Yorkshire
Searchability
Salary: £40000 - £50000 per annum
Posted: 3 days ago
Stoke-On-Trent, Staffordshire
Searchability
Salary: £22000 - £25000 per annum + Pension, Expenses, Car Allowance
Posted: 3 days ago
Bristol, Avon
Redrock Consulting Ltd
Salary: £45000.00 - £55000.00 per annum
Posted: 3 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: Up to £60,000 per annum
Posted: 3 days ago
London
Cyber Team
Salary: From £35,000 to £45,000 per annum Excellent Benefits Package
Posted: 3 days ago
Sittingbourne, Kent
1st Choice Computer Appointments Ltd
Salary: From £40,000 to £50,000 per annum
Posted: 3 days ago
South East London
Venturi
Salary: £50000 - £60000 per annum + Highly Competitive Package
Posted: 3 days ago
London
Opilio Recruitment
Salary: £25k - 30k per year
Posted: 3 days ago
Hinckley, Leicestershire
Circle Recruitment
Salary: £20000 - £24000 per annum + benefits
Posted: 4 days ago
Birmingham, West Midlands (County)
Spring Technology
Salary: £28000.00 - £32000.00 per annum
Posted: 4 days ago
East London
Asset Resourcing Ltd
Salary: £40000 per annum + benefits
Posted: 4 days ago
London
Lorien Resourcing
Salary: Excellent benefits
Posted: 4 days ago
London
Lawrence Harvey Enterprise
Salary: £30000.00 - £40000 per annum + Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Cambridge Assessment
Salary: Competitive plus benefits
Posted: 4 days ago
London
set2recruit
Salary: From £50,000 to £80,000 per annum
Posted: 4 days ago
Woking, Surrey
Fruition IT Resources Limited
Salary: £70000 - £90000 per annum + Excellent Benefits + Bonus
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £55,000 - £80,000
Posted: 5 days ago
Central London / West End
ANSON MCCADE
Salary: £40,000 - £55,000
Posted: 5 days ago
Central London / West End
ANSON MCCADE
Salary: £35,000-£50,000(Plus excellent Package!!)
Posted: 5 days ago
Central London / West End
ANSON MCCADE
Salary: £70,000 - £90,000 (Plus Excellent Package!!)
Posted: 5 days ago
Central London / West End
ANSON MCCADE
Salary: £40,000 to £50,000 basic (Plus substantial package)
Posted: 5 days ago
Central London / West End
ANSON MCCADE
Salary: £50,000 to £70,000 basic (Plus substantial package)
Posted: 5 days ago
Central London / West End
ANSON MCCADE
Salary: £40,000 to £50,000 basic (Plus substantial package)
Posted: 5 days ago
Nottinghamshire
Venn Group
Salary: £40000 Per Annum
Posted: 5 days ago
Warwick, Warwickshire
Spring Technology
Salary: £50000.00 - £57000.00 per annum
Posted: 5 days ago