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

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Data Quality
Rank 389 304 378
Rank change year-on-year
-85 +74
Permanent jobs citing Data Quality 607 1042 845
As % of all permanent IT jobs located in England 0.72% 1.03% 0.79%
As % of the Quality Assurance & Compliance category 6.26% 8.83% 6.94%
Number of salaries quoted 475 791 669
Median salary £52,500 £50,000 £55,000
Median salary % change year-on-year
+5.00% -9.09%
90% offered a salary of more than £32,500 £32,500 £35,000
10% offered a salary of more than £82,500 £80,000 £81,000
UK excluding London median salary £45,000 £45,000 £45,000
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
9699 11798 12180
As % of all permanent IT jobs located in England 11.56% 11.71% 11.32%
Number of salaries quoted 7762 9443 9673
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £30,000 £29,050 £27,500
10% offered a salary of more than £75,000 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £41,000
% change year-on-year
+2.27% +7.31%

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 4 December 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 4 December 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 -18 348 £57,500 +4.54% 42
South East -8 95 £55,000 +10.00% 10
North West -5 50 £41,841 -0.08% 12
West Midlands -41 36 £51,250 - 2
East of England +3 23 £44,750 +29.02% 3
Yorkshire -20 19 £34,000 -9.33% 4
South West -48 17 £51,250 +20.58% 3
East Midlands -36 8 £45,000 - 1
North East +6 2 £36,250 -35.55% 1
Data Quality
UK

Data Quality
Top 30 Related IT Skills in England

For the 6 months to 4 December 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.

1 544 (39.65%) SQL
2 526 (38.34%) Data Management
3 501 (36.52%) Business Intelligence
4 455 (33.16%) ETL
5 454 (33.09%) Finance
6 380 (27.70%) Data Warehouse
7 374 (27.26%) Analytics
8 312 (22.74%) Analytical Skills
9 307 (22.38%) SQL Server
10 305 (22.23%) Microsoft
11 302 (22.01%) Data Modelling
12 271 (19.75%) Oracle
13 263 (19.17%) Master Data Management
14 248 (18.08%) Degree
15 236 (17.20%) Data Governance
16 234 (17.06%) Data Analysis
17 229 (16.69%) MS Excel
18 208 (15.16%) Agile Software Development
19 201 (14.65%) Data Architecture
20 190 (13.85%) SQL Server Integration Services
21 174 (12.68%) Data Integration
22 171 (12.46%) CRM
23 169 (12.32%) Relational Database
24 168 (12.24%) Migration
25 161 (11.73%) Visualisation
26 154 (11.22%) Informatica
26 154 (11.22%) SQL Server Reporting Services
27 152 (11.08%) Management Information System
28 147 (10.71%) Big Data
29 131 (9.55%) Data Analytics

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 89 (6.49%) SAS
2 68 (4.96%) SharePoint
3 29 (2.11%) Oracle SOA Suite
4 23 (1.68%) Tomcat
5 19 (1.38%) Apache Spark
6 15 (1.09%) Apache
7 13 (0.95%) GlassFish
7 13 (0.95%) JBoss
7 13 (0.95%) WebLogic
8 12 (0.87%) IIS
9 10 (0.73%) Apache Pig
10 7 (0.51%) Jupyter
10 7 (0.51%) PowerExchange
11 5 (0.36%) Adobe Experience Manager
11 5 (0.36%) Alfresco
11 5 (0.36%) SharePoint 2013
12 4 (0.29%) Skype for Business
13 3 (0.22%) Exchange Server 2010
13 3 (0.22%) Exchange Server 2013
13 3 (0.22%) MS Exchange
Applications
1 229 (16.69%) MS Excel
2 109 (7.94%) MS Office
3 94 (6.85%) MS PowerPoint
4 32 (2.33%) SPSS
5 18 (1.31%) MS Visio
6 17 (1.24%) MS Project
7 13 (0.95%) Spreadsheet
8 8 (0.58%) Stata
Business Applications
1 37 (2.70%) Dynamics CRM
2 21 (1.53%) Oracle EBS
3 13 (0.95%) Salesforce.com CRM
4 11 (0.80%) SAP CRM
5 10 (0.73%) Dynamics AX
6 8 (0.58%) FastStats
6 8 (0.58%) SAP MDM
7 7 (0.51%) Eloqua
7 7 (0.51%) HFM
7 7 (0.51%) SAP Oil and Gas
8 6 (0.44%) Cognos Business Intelligence
9 5 (0.36%) Hyperion Planning
9 5 (0.36%) SAP ERP
9 5 (0.36%) SAP HR
10 4 (0.29%) Dynamics NAV
10 4 (0.29%) Oracle EBS R12
10 4 (0.29%) Oracle Financials
11 3 (0.22%) Hyperion Enterprise
11 3 (0.22%) Markit EDM
11 3 (0.22%) WebTrends
Cloud Services
1 46 (3.35%) Microsoft Azure
2 41 (2.99%) Amazon AWS
3 21 (1.53%) Force.com
4 15 (1.09%) SaaS
5 13 (0.95%) iPaaS
6 8 (0.58%) Google Analytics
6 8 (0.58%) Office 365
7 5 (0.36%) Taleo
8 4 (0.29%) SuccessFactors
9 3 (0.22%) Google Cloud Platform
9 3 (0.22%) PaaS
10 2 (0.15%) AWS Lambda
10 2 (0.15%) Cloud Computing
10 2 (0.15%) GitHub
10 2 (0.15%) Heroku
10 2 (0.15%) IaaS
10 2 (0.15%) OpenShift
10 2 (0.15%) Oracle CX
11 1 (0.073%) FinancialForce.com
11 1 (0.073%) Google Compute Engine
Communications & Networking
1 8 (0.58%) Intranet
2 4 (0.29%) DSL
3 2 (0.15%) HTTP
3 2 (0.15%) HTTPS
3 2 (0.15%) Internet
4 1 (0.073%) Broadband
4 1 (0.073%) DHCP
4 1 (0.073%) Kerberos
4 1 (0.073%) LAN
4 1 (0.073%) PPP
4 1 (0.073%) SMS
4 1 (0.073%) WAN
Database & Business Intelligence
1 380 (27.70%) Data Warehouse
2 307 (22.38%) SQL Server
3 190 (13.85%) SQL Server Integration Services
4 169 (12.32%) Relational Database
5 154 (11.22%) SQL Server Reporting Services
6 147 (10.71%) Big Data
7 108 (7.87%) BusinessObjects
8 101 (7.36%) SQL Server Analysis Services
9 97 (7.07%) QlikView
10 84 (6.12%) Hadoop
11 82 (5.98%) Data Mining
12 75 (5.47%) Power BI
13 52 (3.79%) MySQL
14 45 (3.28%) GIS
15 39 (2.84%) DB2
15 39 (2.84%) Enterprise Data Warehouse
16 37 (2.70%) SQL Server 2008
17 36 (2.62%) RDBMS
18 34 (2.48%) SQL Server 2012
19 32 (2.33%) PowerCenter
Development Applications
1 42 (3.06%) Talend Open Studio
2 34 (2.48%) Team Foundation Server
3 30 (2.19%) ERwin
4 24 (1.75%) JIRA
5 18 (1.31%) Oracle APEX
6 12 (0.87%) Git (software)
7 9 (0.66%) SQL Server Management Studio (SSMS)
7 9 (0.66%) Visual Studio
8 6 (0.44%) Eclipse
8 6 (0.44%) XMLSpy
9 4 (0.29%) JSUnit
9 4 (0.29%) Oracle Forms
10 3 (0.22%) git-flow
10 3 (0.22%) Jasmine
11 2 (0.15%) eCATT
11 2 (0.15%) LSMW
11 2 (0.15%) ProC
11 2 (0.15%) PVCS
11 2 (0.15%) Selenium
11 2 (0.15%) WebDriver
General
1 454 (33.09%) Finance
2 127 (9.26%) Marketing
3 115 (8.38%) Retail
4 98 (7.14%) Banking
5 74 (5.39%) Legal
6 36 (2.62%) Investment Banking
7 31 (2.26%) Retail Banking
8 29 (2.11%) Billing
9 21 (1.53%) Corporate Banking
9 21 (1.53%) Publishing
10 17 (1.24%) Pharmaceutical
11 16 (1.17%) Financial Institution
11 16 (1.17%) Manufacturing
11 16 (1.17%) Military
12 15 (1.09%) Back Office
12 15 (1.09%) Front Office
12 15 (1.09%) Private Banking
13 13 (0.95%) Telecoms
14 12 (0.87%) Law
15 11 (0.80%) German Language
Job Titles
1 405 (29.52%) Analyst
2 233 (16.98%) Architect
3 221 (16.11%) Data Analyst
4 168 (12.24%) Developer
5 166 (12.10%) Data Architect
6 113 (8.24%) Consultant
7 95 (6.92%) SQL Analyst
8 81 (5.90%) Data Manager
9 68 (4.96%) SQL Data Analyst
10 67 (4.88%) Data Quality Analyst
10 67 (4.88%) Solutions Architect
11 60 (4.37%) Data Consultant
12 59 (4.30%) Business Analyst
13 56 (4.08%) Business Intelligence Developer
14 55 (4.01%) Business Intelligence Analyst
15 50 (3.64%) Quality Analyst
16 49 (3.57%) SQL Developer
17 47 (3.43%) Senior Analyst
18 40 (2.92%) ETL Architect
18 40 (2.92%) Head of Data Management
Libraries, Frameworks & Software Standards
1 68 (4.96%) .NET
2 67 (4.88%) Web Services
3 55 (4.01%) XML
4 20 (1.46%) MDX
4 20 (1.46%) Oracle Fusion
5 17 (1.24%) HTML
5 17 (1.24%) Middleware
6 14 (1.02%) COM
6 14 (1.02%) CSS
7 13 (0.95%) Java EE
7 13 (0.95%) REST
8 10 (0.73%) Mason
8 10 (0.73%) SOAP
9 9 (0.66%) AngularJS
10 8 (0.58%) Oracle GoldenGate
11 7 (0.51%) CSS3
11 7 (0.51%) JSON
12 6 (0.44%) HTML5
12 6 (0.44%) Kafka
12 6 (0.44%) Twitter Bootstrap
Miscellaneous
1 312 (22.74%) Analytical Skills
2 174 (12.68%) Data Integration
3 161 (11.73%) Visualisation
4 152 (11.08%) Management Information System
5 111 (8.09%) Computer Science
6 64 (4.66%) Reference Data
7 47 (3.43%) Mathematics
8 46 (3.35%) Enterprise Software
9 43 (3.13%) Statistics
10 36 (2.62%) Data Structures
11 32 (2.33%) Data Extraction
12 28 (2.04%) NHS
13 25 (1.82%) Economics
14 19 (1.38%) Virtual Team
15 18 (1.31%) Replication
16 17 (1.24%) CMDB
17 15 (1.09%) Life Science
18 12 (0.87%) Mobile App
18 12 (0.87%) Performance Metrics
18 12 (0.87%) Taxonomies
Operating Systems
1 47 (3.43%) Windows
2 26 (1.90%) Unix
3 21 (1.53%) Linux
4 6 (0.44%) Windows Server
5 4 (0.29%) Windows Server 2003
6 2 (0.15%) Red Hat Enterprise Linux
6 2 (0.15%) Windows Server 2008
6 2 (0.15%) Windows XP
7 1 (0.073%) AIX
Processes & Methodologies
1 526 (38.34%) Data Management
2 501 (36.52%) Business Intelligence
3 455 (33.16%) ETL
4 374 (27.26%) Analytics
5 302 (22.01%) Data Modelling
6 263 (19.17%) Master Data Management
7 236 (17.20%) Data Governance
8 234 (17.06%) Data Analysis
9 208 (15.16%) Agile Software Development
10 201 (14.65%) Data Architecture
11 171 (12.46%) CRM
12 168 (12.24%) Migration
13 131 (9.55%) Data Analytics
14 128 (9.33%) Stakeholder Management
15 122 (8.89%) Information Management
16 121 (8.82%) Data Cleansing
17 114 (8.31%) Data Migration
18 85 (6.20%) Change Management
19 82 (5.98%) SDLC
20 78 (5.69%) Project Management
Programming Languages
1 544 (39.65%) SQL
2 126 (9.18%) T-SQL
3 74 (5.39%) Java
4 70 (5.10%) Python
5 63 (4.59%) PL/SQL
6 61 (4.45%) C#
7 50 (3.64%) VBA
8 39 (2.84%) R
9 27 (1.97%) JavaScript
10 21 (1.53%) Apex Code
10 21 (1.53%) Data Analysis Expressions (DAX)
11 15 (1.09%) PHP
11 15 (1.09%) Scala
12 11 (0.80%) C++
13 10 (0.73%) MATLAB
13 10 (0.73%) VB.NET
14 7 (0.51%) PowerShell
14 7 (0.51%) Shell Script
15 6 (0.44%) VB
16 5 (0.36%) Perl
Qualifications
1 248 (18.08%) Degree
2 11 (0.80%) SC Cleared
2 11 (0.80%) Security Cleared
3 6 (0.44%) ITIL Foundation Certificate
4 5 (0.36%) ITIL Certification
5 4 (0.29%) CCA
5 4 (0.29%) MBA
5 4 (0.29%) PhD
5 4 (0.29%) PMI Certification
6 3 (0.22%) IBM Certification
6 3 (0.22%) Microsoft Certification
6 3 (0.22%) PRINCE2 Certification
7 2 (0.15%) ISEB
7 2 (0.15%) MCDST
7 2 (0.15%) MCP
8 1 (0.073%) GNVQ
8 1 (0.073%) ISTQB
8 1 (0.073%) PMP
Quality Assurance & Compliance
1 61 (4.45%) QA
2 59 (4.30%) SLA
3 15 (1.09%) ISO/IEC 27001
4 6 (0.44%) COBIT
4 6 (0.44%) HL7
5 4 (0.29%) GMP
5 4 (0.29%) PCI DSS
6 2 (0.15%) Actionable Recommendations
6 2 (0.15%) Dodd-Frank
6 2 (0.15%) EMIR
6 2 (0.15%) SEPA
6 2 (0.15%) SNOMED CT
6 2 (0.15%) Solvency II
6 2 (0.15%) TARGET2
7 1 (0.073%) FATCA
7 1 (0.073%) Sarbanes-Oxley
System Software
1 6 (0.44%) Active Directory
1 6 (0.44%) Apache Flume
2 2 (0.15%) HDFS
2 2 (0.15%) NDS
2 2 (0.15%) NetIQ eDirectory
3 1 (0.073%) Docker
3 1 (0.073%) Virtual Desktop
Systems Management
1 12 (0.87%) Control-M
2 8 (0.58%) Oracle EDQ
3 3 (0.22%) SCCM
4 2 (0.15%) HP Quality Center
5 1 (0.073%) Ambari
5 1 (0.073%) Hadoop YARN
5 1 (0.073%) Nagios
5 1 (0.073%) Oozie
5 1 (0.073%) Opscode Chef
5 1 (0.073%) Puppet
Vendors
1 305 (22.23%) Microsoft
2 271 (19.75%) Oracle
3 154 (11.22%) Informatica
4 124 (9.04%) SAP
5 121 (8.82%) Salesforce.com
6 101 (7.36%) Tableau
7 49 (3.57%) Cognos
8 42 (3.06%) Talend
9 41 (2.99%) Teradata
10 32 (2.33%) IBM
10 32 (2.33%) Trillium
11 28 (2.04%) Ab Initio
12 23 (1.68%) Netezza
13 12 (0.87%) MicroStrategy
14 11 (0.80%) MuleSoft
14 11 (0.80%) RedGate
14 11 (0.80%) Siebel
15 9 (0.66%) Casewise
15 9 (0.66%) GoldenSource
15 9 (0.66%) Google
City, London
Best Practice Talent Solutions
Salary: From £27,000 to £47,000 per annum Salary will be given based on experi
Posted: 8 hours ago
London
ISL
Salary: £35000.00 - £37000.00 per annum
Posted: 2 days ago
City, London
Michael Page International
Salary: £50000 - £55000 per annum + benefits
Posted: Yesterday
Peterborough, Cambridgeshire
comparethemarket.com
Salary: Up to £38,000 per annum + Benefits + Bonus
Posted: 2 days ago
Crawley, West Sussex
ARC IT Recruitment Ltd
Salary: £0.00 - £35000 per annum + benefits
Posted: Yesterday
Manchester, Lancashire
Venturi
Salary: £38000 - £45000 per annum + Bonus + Benefits
Posted: 2 days ago
South West London
World First
Posted: Yesterday
Preston, Lancashire
Searchability
Salary: £20000 - £25000 per annum + Benefits
Posted: Yesterday
Sheffield, South Yorkshire
HAYS INFORMATION TECHNOLOGY
Salary: £20166.00 - £23166.00 per annum + Public Sector benefits
Posted: 2 days ago
Barnet, Hertfordshire
Harrington Starr
Salary: £30000 - £40000 per annum
Posted: 2 days ago
City, London
Pioneer Search
Salary: £25000.00 - £29000.00 per annum
Posted: 3 days ago
North London
The Bridge Ltd
Salary: From £45,000 to £63,000 per annum Annual Bonus, Pension, Healthcare, S
Posted: 2 days ago
City, London
Spencer Rose
Salary: From £40,000 to £45,000 per annum
Posted: Yesterday
Brighton, East Sussex
ARC IT Recruitment Ltd
Salary: £55,000 + Benefits
Posted: Yesterday
Manchester, Lancashire
4it Recruitment Ltd
Salary: From £35,000 to £50,000 per annum plus excellent benefits package
Posted: 4 days ago
Maidenhead, Berkshire
Complete Tech Limited
Salary: Up to £30,000 per annum
Posted: 2 days ago
City, London
Oliver James Associates
Posted: 2 days ago
Portsmouth, Hampshire
Experis Ltd
Salary: £43000 - £45000 per annum + benefits
Posted: 2 days ago
Maidenhead, Berkshire
ninesharp
Salary: £28000 - £33000 per annum + Pension, Holiday etc
Posted: 4 days ago
London
Parallel Consulting
Salary: £70000 - £80000 per annum
Posted: 2 days ago
Chester, Cheshire
Applause IT Innovation
Salary: £36000 - £43000 per annum + + Great Benefits
Posted: 2 days ago
Kingston Upon Thames, Surrey
Client Server
Salary: £35k to £40k + bonus + benefits
Posted: 4 days ago
Leeds, West Yorkshire
ASDA
Salary: Excellent salary + Bonus + benefits
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £85,000 - £100,000 + Excellent Package
Posted: 2 days ago
Wilmslow, Cheshire
Rullion IT Plus
Salary: £22000 per annum
Posted: 6 days ago
North London
The Bridge Ltd
Salary: From £40,000 to £48,000 per annum Pension, Healthcare, Season Ticket L
Posted: 5 days ago
City, London
The Bridge Ltd
Salary: From £60,000 to £80,000 per annum Pension Scheme, Life & Medical Insur
Posted: 5 days ago
North London
The Bridge Ltd
Salary: From £45,000 to £63,000 per annum Pension, Healthcare, Season Ticket L
Posted: 5 days ago
Egham, Surrey
Spargonet Consulting Plc
Salary: £400 - £600 per annum
Posted: 5 days ago
City, London
Experis Ltd
Salary: £65000.00 - £74000.00 per annum
Posted: 5 days ago