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 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Data Quality
UK / England
Rank 393 284 404
Rank change year-on-year
-109 +120
Permanent jobs citing Data Quality 549 1049 705
As % of all permanent IT jobs located in England 0.69% 1.12% 0.72%
As % of the Quality Assurance & Compliance category 6.12% 9.17% 6.37%
Number of salaries quoted 420 757 547
Median salary £50,000 £50,000 £55,000
Median salary % change year-on-year
- -9.09%
90% offered a salary of more than £32,500 £34,543 £33,800
10% offered a salary of more than £82,500 £80,000 £81,900
UK excluding London median salary £42,500 £46,000 £45,000
% change year-on-year
-7.60% +2.22%

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
8969 11434 11072
As % of all permanent IT jobs located in England 11.34% 12.25% 11.26%
Number of salaries quoted 7219 9160 8749
Median salary £47,500 £50,000 £46,500
Median salary % change year-on-year
-5.00% +7.52%
90% offered a salary of more than £29,000 £30,000 £28,000
10% offered a salary of more than £75,000 £70,000 £74,000
UK excluding London median salary £42,500 £45,000 £41,500
% change year-on-year
-5.55% +8.43%

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 20 January 2017.

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 20 January 2017. 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 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 -77 288 £57,500 +4.54% 48
South East +24 115 £46,250 -3.18% 11
West Midlands -59 40 £42,500 -2.51% 9
North West -14 34 £41,500 -6.74% 7
East of England +14 19 £47,500 +35.71% 8
East Midlands -19 15 £52,500 +5.00% 4
Yorkshire -51 15 £42,000 +12.00% 9
South West -21 9 £62,000 +24.00% 2
North East +3 2 £33,000 -17.50% 1
Data Quality
UK

Data Quality
Top 30 Related IT Skills in England

For the 6 months to 20 January 2017, 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.

1 528 (41.94%) SQL
2 491 (39.00%) Business Intelligence
3 420 (33.36%) Data Management
4 416 (33.04%) Finance
5 381 (30.26%) ETL
6 349 (27.72%) Data Warehouse
7 339 (26.93%) Analytics
8 292 (23.19%) Analytical Skills
9 290 (23.03%) SQL Server
10 277 (22.00%) Data Modelling
11 267 (21.21%) Microsoft
12 239 (18.98%) Degree
13 233 (18.51%) MS Excel
14 229 (18.19%) Oracle
15 205 (16.28%) Data Analysis
16 198 (15.73%) Agile Software Development
17 191 (15.17%) Master Data Management
18 190 (15.09%) Data Architecture
19 186 (14.77%) Data Governance
20 185 (14.69%) SQL Server Integration Services
21 167 (13.26%) CRM
22 156 (12.39%) Migration
23 155 (12.31%) SQL Server Reporting Services
24 152 (12.07%) Management Information System
24 152 (12.07%) Data Integration
25 150 (11.91%) Relational Database
26 138 (10.96%) Visualisation
27 133 (10.56%) T-SQL
28 130 (10.33%) Stakeholder Management
29 125 (9.93%) Big Data

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 85 (6.75%) SAS
2 65 (5.16%) SharePoint
3 41 (3.26%) Apache Spark
4 25 (1.99%) Oracle SOA Suite
5 23 (1.83%) Tomcat
6 21 (1.67%) Apache
7 17 (1.35%) WebLogic
8 16 (1.27%) Apache Pig
9 13 (1.03%) GlassFish
9 13 (1.03%) JBoss
10 12 (0.95%) IIS
11 8 (0.64%) Jupyter
12 5 (0.40%) Adobe Experience Manager
12 5 (0.40%) Alfresco
12 5 (0.40%) Confluence
12 5 (0.40%) SharePoint 2013
13 4 (0.32%) Oracle Workflow
13 4 (0.32%) Skype for Business
14 3 (0.24%) CMS
14 3 (0.24%) MS Exchange
Applications
1 233 (18.51%) MS Excel
2 106 (8.42%) MS Office
3 88 (6.99%) MS PowerPoint
4 36 (2.86%) SPSS
5 18 (1.43%) MS Project
5 18 (1.43%) Spreadsheet
6 11 (0.87%) MS Visio
7 9 (0.71%) Stata
Business Applications
1 45 (3.57%) Dynamics CRM
2 17 (1.35%) Oracle EBS
3 14 (1.11%) Salesforce.com CRM
4 10 (0.79%) Dynamics AX
5 9 (0.71%) FastStats
6 7 (0.56%) HFM
6 7 (0.56%) SAP CRM
6 7 (0.56%) SAP MDM
7 6 (0.48%) Eloqua
7 6 (0.48%) Markit EDM
8 5 (0.40%) Hyperion Planning
8 5 (0.40%) SAP ERP
9 4 (0.32%) Oracle BPM
9 4 (0.32%) Oracle EBS R12
10 3 (0.24%) Dynamics NAV
10 3 (0.24%) Hyperion Enterprise
10 3 (0.24%) Oracle Financials
10 3 (0.24%) SAP Oil and Gas
11 2 (0.16%) Oracle Applications
11 2 (0.16%) Oracle CRM
Cloud Services
1 46 (3.65%) Microsoft Azure
2 42 (3.34%) Amazon AWS
3 15 (1.19%) SaaS
4 11 (0.87%) Force.com
5 9 (0.71%) Google Analytics
5 9 (0.71%) iPaaS
6 8 (0.64%) Office 365
7 6 (0.48%) SuccessFactors
8 5 (0.40%) Google Cloud Platform
9 3 (0.24%) Taleo
10 2 (0.16%) AWS Lambda
10 2 (0.16%) Azure Machine Learning
10 2 (0.16%) Heroku
10 2 (0.16%) OpenShift
10 2 (0.16%) Oracle CX
10 2 (0.16%) PaaS
11 1 (0.079%) Adobe Analytics
11 1 (0.079%) Amazon EC2
11 1 (0.079%) Amazon S3
11 1 (0.079%) Cloud Computing
Communications & Networking
1 7 (0.56%) MVNO
2 5 (0.40%) Internet
2 5 (0.40%) Intranet
3 2 (0.16%) Kerberos
4 1 (0.079%) Broadband
4 1 (0.079%) DSL
4 1 (0.079%) HTTP
4 1 (0.079%) LAN
4 1 (0.079%) PPP
4 1 (0.079%) SMS
4 1 (0.079%) WAN
Database & Business Intelligence
1 349 (27.72%) Data Warehouse
2 290 (23.03%) SQL Server
3 185 (14.69%) SQL Server Integration Services
4 155 (12.31%) SQL Server Reporting Services
5 150 (11.91%) Relational Database
6 125 (9.93%) Big Data
7 114 (9.05%) BusinessObjects
8 101 (8.02%) Hadoop
9 98 (7.78%) SQL Server Analysis Services
10 97 (7.70%) QlikView
11 86 (6.83%) Power BI
12 64 (5.08%) MySQL
13 55 (4.37%) Data Mining
14 47 (3.73%) DB2
15 42 (3.34%) NoSQL
15 42 (3.34%) RDBMS
16 38 (3.02%) Apache Hive
17 37 (2.94%) Enterprise Data Warehouse
18 33 (2.62%) GIS
18 33 (2.62%) OLAP
Development Applications
1 47 (3.73%) Talend Open Studio
2 31 (2.46%) JIRA
2 31 (2.46%) Team Foundation Server
3 26 (2.07%) ERwin
4 15 (1.19%) Git (software)
5 12 (0.95%) Visual Studio
6 11 (0.87%) Oracle APEX
6 11 (0.87%) SQL Server Management Studio (SSMS)
7 10 (0.79%) Eclipse
8 8 (0.64%) XMLSpy
9 6 (0.48%) Oracle Forms
10 5 (0.40%) git-flow
11 2 (0.16%) eCATT
11 2 (0.16%) LSMW
11 2 (0.16%) ProC
12 1 (0.079%) JSUnit
12 1 (0.079%) LoadRunner
12 1 (0.079%) NUnit
12 1 (0.079%) SpecFlow
12 1 (0.079%) TeamCity
General
1 416 (33.04%) Finance
2 118 (9.37%) Retail
3 106 (8.42%) Marketing
4 86 (6.83%) Banking
5 63 (5.00%) Legal
6 32 (2.54%) Investment Banking
7 25 (1.99%) Billing
8 24 (1.91%) Retail Banking
9 23 (1.83%) Publishing
10 22 (1.75%) Pharmaceutical
11 21 (1.67%) Corporate Banking
11 21 (1.67%) Telecoms
12 19 (1.51%) Military
12 19 (1.51%) Private Banking
13 16 (1.27%) Financial Institution
14 14 (1.11%) Back Office
14 14 (1.11%) Front Office
14 14 (1.11%) Law
15 11 (0.87%) Games
15 11 (0.87%) Manufacturing
Job Titles
1 383 (30.42%) Analyst
2 206 (16.36%) Data Analyst
3 200 (15.89%) Architect
4 160 (12.71%) Developer
5 140 (11.12%) Data Architect
6 98 (7.78%) Consultant
7 83 (6.59%) SQL Analyst
8 70 (5.56%) Data Quality Analyst
9 66 (5.24%) Data Manager
10 60 (4.77%) SQL Data Analyst
11 56 (4.45%) Business Analyst
12 55 (4.37%) Quality Analyst
13 54 (4.29%) Senior Analyst
14 52 (4.13%) Business Intelligence Analyst
14 52 (4.13%) Solutions Architect
15 51 (4.05%) SQL Developer
16 47 (3.73%) Data Consultant
17 43 (3.42%) Business Intelligence Developer
18 36 (2.86%) Data Business Analyst
19 35 (2.78%) Support Analyst
Libraries, Frameworks & Software Standards
1 64 (5.08%) .NET
2 46 (3.65%) Web Services
3 40 (3.18%) XML
4 15 (1.19%) Kafka
5 13 (1.03%) Java EE
6 12 (0.95%) HTML
7 11 (0.87%) CSS
8 10 (0.79%) Mason
8 10 (0.79%) REST
8 10 (0.79%) Visualforce
9 9 (0.71%) COM
9 9 (0.71%) ODBC
10 8 (0.64%) JSON
10 8 (0.64%) MDX
11 7 (0.56%) Ajax
11 7 (0.56%) Middleware
12 6 (0.48%) .NET Framework
12 6 (0.48%) GeoJSON
12 6 (0.48%) Pandas
13 5 (0.40%) AngularJS
Miscellaneous
1 292 (23.19%) Analytical Skills
2 152 (12.07%) Data Integration
2 152 (12.07%) Management Information System
3 138 (10.96%) Visualisation
4 97 (7.70%) Computer Science
5 59 (4.69%) Reference Data
6 40 (3.18%) Statistics
7 37 (2.94%) Mathematics
8 36 (2.86%) Data Structures
8 36 (2.86%) NHS
9 35 (2.78%) Economics
10 34 (2.70%) Data Extraction
11 33 (2.62%) Enterprise Software
12 19 (1.51%) Life Science
13 13 (1.03%) Credit Risk
13 13 (1.03%) Fintech
14 12 (0.95%) Virtual Team
15 11 (0.87%) CMDB
16 10 (0.79%) Mobile App
17 9 (0.71%) FMCG
Operating Systems
1 39 (3.10%) Windows
2 33 (2.62%) Linux
3 27 (2.14%) Unix
4 4 (0.32%) Windows Server
5 2 (0.16%) Red Hat Enterprise Linux
5 2 (0.16%) Windows Server 2003
5 2 (0.16%) Windows Server 2008
5 2 (0.16%) Windows XP
6 1 (0.079%) AIX
Processes & Methodologies
1 491 (39.00%) Business Intelligence
2 420 (33.36%) Data Management
3 381 (30.26%) ETL
4 339 (26.93%) Analytics
5 277 (22.00%) Data Modelling
6 205 (16.28%) Data Analysis
7 198 (15.73%) Agile Software Development
8 191 (15.17%) Master Data Management
9 190 (15.09%) Data Architecture
10 186 (14.77%) Data Governance
11 167 (13.26%) CRM
12 156 (12.39%) Migration
13 130 (10.33%) Stakeholder Management
14 121 (9.61%) Data Analytics
15 109 (8.66%) Data Migration
16 99 (7.86%) Data Cleansing
17 87 (6.91%) Information Management
18 70 (5.56%) SDLC
19 66 (5.24%) Project Management
19 66 (5.24%) SOA
Programming Languages
1 528 (41.94%) SQL
2 133 (10.56%) T-SQL
3 79 (6.27%) Python
4 70 (5.56%) Java
5 68 (5.40%) PL/SQL
6 54 (4.29%) VBA
7 51 (4.05%) R
8 40 (3.18%) C#
9 21 (1.67%) Scala
10 18 (1.43%) JavaScript
10 18 (1.43%) PowerShell
11 16 (1.27%) Data Analysis Expressions (DAX)
12 14 (1.11%) PHP
13 12 (0.95%) Apex Code
14 11 (0.87%) MATLAB
14 11 (0.87%) Shell Script
15 8 (0.64%) VB.NET
16 6 (0.48%) VB
17 3 (0.24%) C++
17 3 (0.24%) TypeScript
Qualifications
1 239 (18.98%) Degree
2 7 (0.56%) SC Cleared
2 7 (0.56%) Security Cleared
3 4 (0.32%) CCA
3 4 (0.32%) MCP
3 4 (0.32%) Microsoft Certification
4 3 (0.24%) ITIL Certification
4 3 (0.24%) PhD
4 3 (0.24%) PRINCE2 Certification
5 2 (0.16%) ISEB
5 2 (0.16%) ITIL Foundation Certificate
5 2 (0.16%) MBA
5 2 (0.16%) MCDST
6 1 (0.079%) CIMA
6 1 (0.079%) CISA
6 1 (0.079%) GNVQ
6 1 (0.079%) ISTQB
6 1 (0.079%) PMI Certification
6 1 (0.079%) PMP
Quality Assurance & Compliance
1 55 (4.37%) SLA
2 43 (3.42%) QA
3 16 (1.27%) GDPR
4 10 (0.79%) ISO/IEC 27001
5 6 (0.48%) HL7
6 4 (0.32%) COBIT
7 3 (0.24%) Solvency II
8 2 (0.16%) Dodd-Frank
8 2 (0.16%) EMIR
8 2 (0.16%) Sarbanes-Oxley
8 2 (0.16%) SEPA
8 2 (0.16%) TARGET2
9 1 (0.079%) Actionable Recommendations
9 1 (0.079%) FATCA
9 1 (0.079%) GMP
9 1 (0.079%) PCI DSS
9 1 (0.079%) SNOMED CT
System Software
1 7 (0.56%) Apache Flume
1 7 (0.56%) HDFS
2 4 (0.32%) Active Directory
2 4 (0.32%) Apache ZooKeeper
3 2 (0.16%) NDS
3 2 (0.16%) NetIQ eDirectory
4 1 (0.079%) Docker
4 1 (0.079%) Virtual Desktop
Systems Management
1 8 (0.64%) Oozie
2 6 (0.48%) Control-M
3 5 (0.40%) Ambari
3 5 (0.40%) Hadoop YARN
4 3 (0.24%) HP Quality Center
4 3 (0.24%) SCCM
5 1 (0.079%) Ganglia
5 1 (0.079%) Kibana
5 1 (0.079%) Nagios
5 1 (0.079%) Opscode Chef
5 1 (0.079%) Oracle EDQ
5 1 (0.079%) Puppet
Vendors
1 267 (21.21%) Microsoft
2 229 (18.19%) Oracle
3 124 (9.85%) Informatica
4 103 (8.18%) Salesforce.com
5 97 (7.70%) SAP
6 78 (6.20%) Tableau
7 49 (3.89%) Teradata
8 48 (3.81%) Cognos
9 47 (3.73%) Talend
10 29 (2.30%) Trillium
11 22 (1.75%) IBM
12 21 (1.67%) Netezza
13 16 (1.27%) Ab Initio
14 14 (1.11%) RedGate
15 12 (0.95%) Alteryx
15 12 (0.95%) Google
15 12 (0.95%) MuleSoft
16 11 (0.87%) Siebel
17 9 (0.71%) MicroStrategy
18 8 (0.64%) Adobe
City, London
Eames Consulting
Salary: £50000 - £55000 per annum
Posted: 6 hours ago
Crawley, West Sussex
ARC IT Recruitment Ltd
Salary: £0.00 - £35000 per annum + benefits
Posted: 6 hours ago
West Midlands
Rullion IT Plus
Posted: 5 hours ago
Birmingham, West Midlands (County)
Harvey Nash plc
Salary: £30000 - £35000 per annum + Package
Posted: 12 hours ago
Milton Keynes, Buckinghamshire
Robert Walters
Salary: £80000 - £94000 per annum + 10% Bonus, Car Allowance
Posted: 8 hours ago
Leeds, West Yorkshire
LA International
Posted: 5 hours ago
Berkshire
Spencer Rose
Salary: From £50,000 to £58,000 per annum + 10% BONUS+ Car allowance+ BENEFITS
Posted: 8 hours ago
Birmingham, West Midlands (County)
McGregor Boyall
Salary: £28000.00 - £35000.00 per annum
Posted: 6 hours ago
London
Mortimer Spinks
Salary: £35000 - £50000 per annum + benfits and bonus
Posted: Yesterday
City, London
Careerwise UK Limited
Salary: £70000 - £75000 per annum + benefits
Posted: Yesterday
London
Careerwise UK Limited
Salary: £70000 - £80000 per annum + bonus + car allowance + benefits
Posted: Yesterday
Northampton, Northamptonshire
HAYS INFORMATION TECHNOLOGY
Salary: £20000.00 - £25000.00 per annum
Posted: Yesterday
Bury St. Edmunds, Suffolk
Reed Technology
Salary: £25000 - £30000 per annum
Posted: 2 days ago
London
Venturi
Salary: £35000.00 - £50000.00 per annum + Benefits
Posted: Yesterday
London
Careerwise UK Limited
Salary: £70000 - £75000 per annum
Posted: Yesterday
Manchester, Lancashire
4it Recruitment Ltd
Salary: From £32,000 to £36,000 per annum plus excellent benefits package
Posted: 2 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £30,000 to £40,000 per annum plus excellent additional benefits
Posted: 2 days ago
Central London / West End
Latcom Ltd
Salary: From £35,000 to £45,000 per annum
Posted: 12 hours ago
Manchester, Lancashire
Opus IT Consulting
Salary: £50 - £58000 per annum + Car Allowance
Posted: 2 days ago
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £55000 - £60000 per annum + £5k Car + Bonus + 19% Pension
Posted: Yesterday
Burnley, Lancashire
Mane Contract Services Limited
Salary: £40000 - £55000 per annum + Benefits
Posted: Yesterday
North London
The Bridge Ltd
Salary: From £60,000 to £70,000 per annum 20% Bonus, Healthcare, Contributory
Posted: 2 days ago
Royston, Hertfordshire
Hotel Chocolat
Salary: £competitive + Bonus + Bens
Posted: 2 days ago
Central London / West End
University of London
Salary: Competitive depending on experience
Posted: 3 days ago
Bishop Auckland, County Durham
Iress
Posted: 2 days ago
North London
The Bridge Ltd
Salary: From £46,000 to £58,000 per annum 15% Bonus, Pension, Healthcare, Seas
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 + generous bonus and car allowance plus much more!
Posted: 3 days ago
Broxbourne, Hertfordshire
Understanding Recruitment
Salary: £30000.00 - £35000.00 per annum + Excellent Benefits
Posted: 4 days ago
Ilford, Essex
London Borough of Redbridge
Salary: From £30,024 to £31,683 per annum
Posted: 4 days ago