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 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 361 374 352
Rank change year-on-year
+13 -22
Permanent jobs citing Data Quality 769 812 931
As % of all permanent IT jobs located in England 0.84% 0.80% 0.84%
As % of the Quality Assurance & Compliance category 7.11% 7.02% 7.33%
Number of salaries quoted 573 581 735
Median salary £52,133 £52,250 £51,000
Median salary % change year-on-year
-0.22% +2.45%
90% offered a salary of more than £30,000 £34,000 £32,500
10% offered a salary of more than £77,500 £82,500 £77,500
UK excluding London median salary £45,000 £42,500 £47,500
% change year-on-year
+5.88% -10.52%
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
10814 11561 12705
As % of all permanent IT jobs located in England 11.74% 11.32% 11.44%
Number of salaries quoted 8710 9209 9960
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 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 June 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 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
London +6 381 £57,000 -5.00% 32
South East +48 157 £50,000 +16.27% 8
East of England +34 51 £45,000 +12.50% 1
Yorkshire +7 44 £35,500 -11.25% 7
North West +32 37 £32,500 -23.52% 1
South West +8 33 £43,750 -0.56% 9
West Midlands -29 31 £50,000 +17.64%
East Midlands -14 16 £26,000 -35.00% 7
North East +2 3 £37,500 -31.81%
Midlands - 3 £50,000 -
Data Quality
UK

Data Quality
Top 30 Related IT Skills in England

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 across the England region with a requirement for Data Quality.

1 747 (42.47%) SQL
2 704 (40.02%) Business Intelligence
3 628 (35.70%) Data Warehouse
4 549 (31.21%) Finance
5 538 (30.59%) Data Management
6 529 (30.07%) ETL
7 498 (28.31%) SQL Server
8 466 (26.49%) Data Governance
9 424 (24.10%) Analytical Skills
10 391 (22.23%) Analytics
11 385 (21.89%) Data Modelling
12 376 (21.38%) Oracle
13 339 (19.27%) Microsoft
14 299 (17.00%) SQL Server Integration Services
15 294 (16.71%) Data Analysis
16 287 (16.32%) Agile Software Development
17 265 (15.07%) MS Excel
18 259 (14.72%) SQL Server Reporting Services
19 225 (12.79%) Tableau
20 224 (12.73%) Degree
21 207 (11.77%) Data Architecture
22 204 (11.60%) Master Data Management
23 199 (11.31%) Big Data
24 197 (11.20%) T-SQL
24 197 (11.20%) Management Information System
25 192 (10.92%) Marketing
26 188 (10.69%) Data Integration
27 186 (10.57%) SAP
28 181 (10.29%) CRM
29 179 (10.18%) Stakeholder 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
1 160 (9.10%) SAS
2 47 (2.67%) SharePoint
3 13 (0.74%) Apache Pig
3 13 (0.74%) Apache Spark
4 7 (0.40%) CMS
5 6 (0.34%) Tomcat
6 5 (0.28%) Elasticsearch
7 4 (0.23%) Oracle Workflow
7 4 (0.23%) WebLogic
7 4 (0.23%) WebSphere
8 3 (0.17%) BizTalk Server
8 3 (0.17%) NetWeaver
8 3 (0.17%) Oracle Application Server
8 3 (0.17%) PowerExchange
9 2 (0.11%) Apache Solr
9 2 (0.11%) ArcGIS
9 2 (0.11%) Content Management Server
9 2 (0.11%) Documentum
10 1 (0.057%) SharePoint Server
10 1 (0.057%) TWiki
Applications
1 265 (15.07%) MS Excel
2 84 (4.78%) MS Office
3 52 (2.96%) MS PowerPoint
4 33 (1.88%) SPSS
5 25 (1.42%) MS Visio
6 11 (0.63%) Spreadsheet
7 5 (0.28%) GNU Octave
8 2 (0.11%) CATIA
9 1 (0.057%) Adobe Creative Suite
9 1 (0.057%) Adobe Illustrator
9 1 (0.057%) OmniGraffle
9 1 (0.057%) Photoshop
Business Applications
1 20 (1.14%) Oracle EBS
2 19 (1.08%) SAP HR
3 18 (1.02%) SAP MDM
4 13 (0.74%) Dynamics CRM
5 12 (0.68%) SAP Payroll
6 9 (0.51%) Salesforce.com CRM
7 8 (0.45%) Adobe Campaign
8 7 (0.40%) Maximo
9 6 (0.34%) FastStats PeopleStage
9 6 (0.34%) Markit EDM
9 6 (0.34%) SAP MM
9 6 (0.34%) SAP PP
9 6 (0.34%) Unica
10 5 (0.28%) MetaTrader
10 5 (0.28%) Oracle CRM
11 4 (0.23%) IBM Operational Decision Manager
11 4 (0.23%) Oracle Applications
11 4 (0.23%) Oracle Financials
11 4 (0.23%) SAP PM
12 3 (0.17%) SystmOne
Cloud Services
1 34 (1.93%) Microsoft Azure
2 22 (1.25%) Amazon AWS
3 18 (1.02%) SaaS
4 13 (0.74%) Force.com
5 11 (0.63%) Cloud Computing
6 8 (0.45%) Taleo
7 6 (0.34%) BlueKai
8 5 (0.28%) Adobe Analytics
8 5 (0.28%) Office 365
8 5 (0.28%) Oracle CX
9 3 (0.17%) Google Cloud Platform
10 2 (0.11%) Google Drive
11 1 (0.057%) FinancialForce.com
11 1 (0.057%) Google Analytics
11 1 (0.057%) SuccessFactors
Communications & Networking
1 4 (0.23%) Firewall
1 4 (0.23%) Intranet
1 4 (0.23%) Kerberos
2 3 (0.17%) LAN
2 3 (0.17%) SSL
2 3 (0.17%) WAN
2 3 (0.17%) Wireless
3 2 (0.11%) Internet
3 2 (0.11%) PPP
3 2 (0.11%) WebEx
4 1 (0.057%) DHCP
4 1 (0.057%) HTTP
4 1 (0.057%) NFC
4 1 (0.057%) Remote Desktop
4 1 (0.057%) RFID
4 1 (0.057%) SMS
4 1 (0.057%) VLAN
4 1 (0.057%) VPN
Database & Business Intelligence
1 628 (35.70%) Data Warehouse
2 498 (28.31%) SQL Server
3 299 (17.00%) SQL Server Integration Services
4 259 (14.72%) SQL Server Reporting Services
5 199 (11.31%) Big Data
6 169 (9.61%) BusinessObjects
7 167 (9.49%) SQL Server Analysis Services
8 163 (9.27%) QlikView
9 153 (8.70%) Relational Database
10 122 (6.94%) Hadoop
11 101 (5.74%) SQL Server 2012
12 99 (5.63%) SQL Server 2008
13 94 (5.34%) Data Mining
14 82 (4.66%) Data Mart
15 76 (4.32%) SQL Server 2014
16 59 (3.35%) Power BI
17 57 (3.24%) Enterprise Data Warehouse
18 51 (2.90%) RDBMS
19 49 (2.79%) Spotfire
20 48 (2.73%) OLAP
Development Applications
1 49 (2.79%) Talend Open Studio
2 28 (1.59%) ERwin
3 26 (1.48%) Oracle APEX
3 26 (1.48%) Team Foundation Server
4 24 (1.36%) JIRA
5 17 (0.97%) SQL Server Management Studio (SSMS)
6 10 (0.57%) Visual Studio
7 9 (0.51%) Axure RP
7 9 (0.51%) Oracle Forms
8 6 (0.34%) Octopus Deploy
9 4 (0.23%) Eclipse
9 4 (0.23%) Lombardi
9 4 (0.23%) PowerDesigner
10 3 (0.17%) Selenium
10 3 (0.17%) Subversion
10 3 (0.17%) TestDirector
10 3 (0.17%) WebDriver
11 2 (0.11%) Hudson
11 2 (0.11%) LSMW
11 2 (0.11%) Maven
General
1 549 (31.21%) Finance
2 192 (10.92%) Marketing
3 112 (6.37%) Banking
3 112 (6.37%) Retail
4 61 (3.47%) Legal
5 30 (1.71%) Back Office
5 30 (1.71%) Manufacturing
6 29 (1.65%) Publishing
7 26 (1.48%) Telecoms
8 25 (1.42%) Billing
9 23 (1.31%) Law
10 22 (1.25%) Pharmaceutical
11 21 (1.19%) Games
12 19 (1.08%) Financial Institution
12 19 (1.08%) Front Office
12 19 (1.08%) Investment Banking
13 15 (0.85%) Automotive
14 14 (0.80%) Advertising
15 12 (0.68%) General Ledger
15 12 (0.68%) Retail Banking
Job Titles
1 577 (32.80%) Analyst
2 277 (15.75%) Developer
3 265 (15.07%) Data Analyst
4 196 (11.14%) Architect
5 164 (9.32%) Data Manager
6 160 (9.10%) Consultant
7 134 (7.62%) Data Architect
8 124 (7.05%) Business Intelligence Analyst
9 119 (6.77%) SQL Analyst
10 110 (6.25%) Business Intelligence Developer
11 99 (5.63%) SQL Developer
12 97 (5.51%) Business Analyst
13 72 (4.09%) Data Consultant
14 65 (3.70%) SQL Data Analyst
15 64 (3.64%) Governance Manager
16 59 (3.35%) Data Quality Analyst
17 58 (3.30%) Administrator
18 56 (3.18%) Data Governance Analyst
18 56 (3.18%) Data Governance Manager
19 55 (3.13%) SSIS Developer
Libraries, Frameworks & Software Standards
1 121 (6.88%) .NET
2 80 (4.55%) Web Services
3 74 (4.21%) XML
4 61 (3.47%) MDX
5 45 (2.56%) Middleware
6 44 (2.50%) Oracle GoldenGate
7 41 (2.33%) Oracle Fusion
8 36 (2.05%) HTML
9 28 (1.59%) CSS
10 18 (1.02%) REST
11 16 (0.91%) Velocity
12 12 (0.68%) COM
12 12 (0.68%) SOAP
13 11 (0.63%) XSLT
14 9 (0.51%) Ajax
14 9 (0.51%) jQuery
15 8 (0.45%) CSS3
15 8 (0.45%) JSON
15 8 (0.45%) Kafka
16 7 (0.40%) .NET Framework
Miscellaneous
1 424 (24.10%) Analytical Skills
2 197 (11.20%) Management Information System
3 188 (10.69%) Data Integration
4 150 (8.53%) Visualisation
5 110 (6.25%) Computer Science
6 92 (5.23%) Data Structures
7 68 (3.87%) Mathematics
8 63 (3.58%) Statistics
9 37 (2.10%) Reference Data
10 32 (1.82%) Data Extraction
10 32 (1.82%) Data Protection Act
11 31 (1.76%) Enterprise Software
12 23 (1.31%) Performance Metrics
12 23 (1.31%) User Experience
13 22 (1.25%) NHS
13 22 (1.25%) Virtual Team
14 20 (1.14%) Economics
15 17 (0.97%) Replication
16 16 (0.91%) Life Science
16 16 (0.91%) Taxonomies
Operating Systems
1 80 (4.55%) Windows
2 41 (2.33%) Unix
3 25 (1.42%) Linux
4 18 (1.02%) Windows Server
5 9 (0.51%) Windows Server 2003
6 3 (0.17%) Windows Server 2012
7 1 (0.057%) AIX
7 1 (0.057%) Solaris
7 1 (0.057%) Windows 2000
7 1 (0.057%) Windows XP
Processes & Methodologies
1 704 (40.02%) Business Intelligence
2 538 (30.59%) Data Management
3 529 (30.07%) ETL
4 466 (26.49%) Data Governance
5 391 (22.23%) Analytics
6 385 (21.89%) Data Modelling
7 294 (16.71%) Data Analysis
8 287 (16.32%) Agile Software Development
9 207 (11.77%) Data Architecture
10 204 (11.60%) Master Data Management
11 181 (10.29%) CRM
12 179 (10.18%) Stakeholder Management
13 166 (9.44%) Migration
14 160 (9.10%) Information Management
15 131 (7.45%) Data Analytics
16 129 (7.33%) Project Management
17 128 (7.28%) Kimball Methodology
18 127 (7.22%) ITIL
19 121 (6.88%) Data Migration
20 112 (6.37%) Quality Management
Programming Languages
1 747 (42.47%) SQL
2 197 (11.20%) T-SQL
3 104 (5.91%) PL/SQL
4 98 (5.57%) Java
5 69 (3.92%) C#
6 58 (3.30%) VBA
7 55 (3.13%) R
8 48 (2.73%) Python
9 40 (2.27%) Data Analysis Expressions (DAX)
10 33 (1.88%) VB
11 26 (1.48%) Apex Code
12 20 (1.14%) C
13 19 (1.08%) Shell Script
14 13 (0.74%) C++
14 13 (0.74%) JavaScript
15 11 (0.63%) XPath
16 10 (0.57%) Perl
17 9 (0.51%) PHP
17 9 (0.51%) Scala
18 7 (0.40%) VBScript
Qualifications
1 224 (12.73%) Degree
2 40 (2.27%) Security Cleared
3 20 (1.14%) SAS Certification
4 14 (0.80%) SC Cleared
5 12 (0.68%) DV Cleared
6 11 (0.63%) CISSP
7 10 (0.57%) ISEB
8 7 (0.40%) MBA
8 7 (0.40%) Microsoft Certification
9 6 (0.34%) ITIL Certification
10 5 (0.28%) ISTQB
11 4 (0.23%) IBM Certification
11 4 (0.23%) MCITP
12 3 (0.17%) CISM
12 3 (0.17%) DBS Check
12 3 (0.17%) ITIL Foundation Certificate
12 3 (0.17%) MCP
12 3 (0.17%) MCSA
12 3 (0.17%) MCTS
13 2 (0.11%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 143 (8.13%) QA
2 39 (2.22%) SLA
3 22 (1.25%) ISO/IEC 27001
4 19 (1.08%) Solvency II
5 18 (1.02%) EMIR
6 15 (0.85%) PCI DSS
7 11 (0.63%) Dodd-Frank
8 10 (0.57%) MiFID
9 8 (0.45%) FATCA
10 7 (0.40%) CRD IV
11 6 (0.34%) SSAE 16
12 4 (0.23%) COBIT
13 1 (0.057%) HL7
13 1 (0.057%) SNOMED CT
System Software
1 19 (1.08%) Active Directory
2 12 (0.68%) HDFS
3 8 (0.45%) Apache Flume
4 7 (0.40%) Oracle RAC
5 3 (0.17%) Oracle Clusterware
5 3 (0.17%) vSphere
6 2 (0.11%) Virtual Machines
7 1 (0.057%) Docker
7 1 (0.057%) VirtualBox
Systems Management
1 9 (0.51%) Systems Management Server (SMS)
2 7 (0.40%) Jitterbit
3 5 (0.28%) Data Guard
3 5 (0.28%) Kibana
3 5 (0.28%) SCCM
4 4 (0.23%) logstash
4 4 (0.23%) Oracle RMAN
5 3 (0.17%) HP Quality Center
5 3 (0.17%) Microsoft Intune
5 3 (0.17%) Oracle Flashback
5 3 (0.17%) SCOM
5 3 (0.17%) SCVMM
6 2 (0.11%) Cisco IPCC
6 2 (0.11%) EMC NetWorker
6 2 (0.11%) Oracle EDQ
7 1 (0.057%) Mesos
7 1 (0.057%) Nagios
7 1 (0.057%) Oracle Enterprise Manager
Vendors
1 376 (21.38%) Oracle
2 339 (19.27%) Microsoft
3 225 (12.79%) Tableau
4 186 (10.57%) SAP
5 164 (9.32%) Informatica
6 115 (6.54%) Salesforce.com
7 73 (4.15%) IBM
8 67 (3.81%) Teradata
9 50 (2.84%) Ab Initio
10 49 (2.79%) Talend
11 47 (2.67%) Cognos
12 38 (2.16%) Casewise
12 38 (2.16%) Netezza
13 30 (1.71%) MicroStrategy
14 20 (1.14%) Trillium
15 18 (1.02%) Adobe
16 16 (0.91%) Cloudera
17 13 (0.74%) Hortonworks
17 13 (0.74%) Sybase
18 12 (0.68%) TIBCO
North West London
KDR
Salary: £55000 - £75000 per annum + Pension, Bonus
Posted: 15 hours ago
London
Logic Engagements Ltd
Salary: £75000 - £85000 per annum + Car allowance + bonus ++
Posted: 13 hours ago
Bristol, Avon
Redrock Consulting Ltd
Salary: £35000 - £55000 per annum
Posted: 16 hours ago
Swindon, Wiltshire
KDR
Salary: £25000 - £30000 per annum + Benefits
Posted: 7 hours ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £35,000 per annum
Posted: 13 hours ago
Bristol, Avon
Robert Walters
Salary: £26000 - £34000 per annum
Posted: Yesterday
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
Hays Finance Technology
Salary: £70000.00 - £80000.00 per annum + Competitive Base + Bonus
Posted: 13 hours ago
South East
Cognizant
Posted: 11 hours ago
Reading, Berkshire
Oliver James Associates
Salary: £75000 - £90000 per annum + Car, PMI, Flexible benefits, bonus
Posted: 7 hours ago
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: 4 days ago
Bradford, West Yorkshire
Spring Technology
Salary: £55000.00 - £65000.00 per annum
Posted: 4 days ago
City, London
Harris Rubbert Associates
Salary: £70,000 per annum + Bonus + Benefits
Posted: 4 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
London
Technology People UK
Salary: £65,000 - £70,000 + Pension + 30 days AL
Posted: Yesterday
London
PwC
Salary: Competitive plus benefits
Posted: Yesterday
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: 6 days ago
Brighton, East Sussex
ARC IT Recruitment Ltd
Salary: £50,000 + Benefits
Posted: 4 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
North West London
asos
Salary: Excellent salary and package
Posted: 13 days ago
City, London
Harvey Nash plc
Salary: £35000 - £45000 per annum
Posted: 5 days ago
Leeds, West Yorkshire
Capita Resourcing - IT Resourcing
Salary: £30000 - £60000 per annum
Posted: 5 days ago
Chesterfield, Derbyshire
Avant Homes
Salary: up to £50k DoE + bonus + car allowance
Posted: 15 days ago
Milton Keynes, Buckinghamshire
Santander
Posted: 7 days ago