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

3 months to
28 Feb 2017
Same period 2016 Same period 2015
Data Quality
UK / England
Rank 360 291 433
Rank change year-on-year
-69 +142
Permanent jobs citing Data Quality 655 1050 634
As % of all permanent IT jobs located in England 0.83% 1.11% 0.64%
As % of the Quality Assurance & Compliance category 6.73% 8.33% 5.15%
Number of salaries quoted 493 744 484
Median salary £47,500 £50,000 £55,000
Median salary % change year-on-year
-5.00% -9.09%
90% offered a salary of more than £31,000 £33,000 £34,000
10% offered a salary of more than £80,000 £80,000 £82,500
UK excluding London median salary £42,500 £45,000 £45,000
% change year-on-year
-5.55% -

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
9728 12611 12313
As % of all permanent IT jobs located in England 12.30% 13.34% 12.48%
Number of salaries quoted 7766 10040 9556
Median salary £50,000 £50,000 £47,000
Median salary % change year-on-year
- +6.38%
90% offered a salary of more than £28,500 £30,000 £29,500
10% offered a salary of more than £75,000 £72,500 £72,500
UK excluding London median salary £41,792 £44,000 £42,500
% change year-on-year
-5.01% +3.52%

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 February 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 28 February 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 -73 328 £55,000 +4.26% 50
South East +21 120 £45,000 +5.88% 6
West Midlands -12 60 £32,500 -23.52% 2
North West -12 40 £36,250 -2.02% 7
Yorkshire -42 31 £39,500 -12.22% 9
East of England +31 25 £57,500 +4.54% 7
East Midlands -1 24 £45,000 +28.37% 7
South West +14 13 £54,245 -5.66% 5
North East +8 3 £33,500 -16.25% 2
Data Quality
UK

Data Quality
Top 30 Related IT Skills in England

For the 6 months to 28 February 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.

1 542 (41.53%) SQL
2 464 (35.56%) Business Intelligence
3 422 (32.34%) Finance
4 412 (31.57%) Data Management
5 359 (27.51%) Data Warehouse
6 334 (25.59%) ETL
7 329 (25.21%) Analytics
8 303 (23.22%) SQL Server
9 301 (23.07%) Data Modelling
10 283 (21.69%) Analytical Skills
11 273 (20.92%) Microsoft
12 246 (18.85%) MS Excel
13 233 (17.85%) Degree
14 202 (15.48%) Oracle
15 198 (15.17%) Data Governance
16 192 (14.71%) Agile Software Development
17 188 (14.41%) Data Architecture
18 182 (13.95%) Data Analysis
19 180 (13.79%) Migration
20 175 (13.41%) SQL Server Integration Services
21 173 (13.26%) CRM
22 164 (12.57%) Master Data Management
23 156 (11.95%) Stakeholder Management
24 153 (11.72%) SQL Server Reporting Services
25 146 (11.19%) Data Integration
26 145 (11.11%) Big Data
27 143 (10.96%) Relational Database
28 142 (10.88%) Data Migration
28 142 (10.88%) Management Information System
29 133 (10.19%) T-SQL

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 90 (6.90%) SAS
2 55 (4.21%) SharePoint
3 50 (3.83%) Apache Spark
4 27 (2.07%) Oracle SOA Suite
5 25 (1.92%) Apache
6 22 (1.69%) Tomcat
7 18 (1.38%) Apache Pig
8 17 (1.30%) WebLogic
9 14 (1.07%) Elasticsearch
10 13 (1.00%) GlassFish
10 13 (1.00%) JBoss
11 10 (0.77%) IIS
12 8 (0.61%) Confluence
12 8 (0.61%) Jupyter
13 5 (0.38%) Apache Airflow
13 5 (0.38%) CMS
13 5 (0.38%) SharePoint 2013
14 4 (0.31%) Oracle Workflow
14 4 (0.31%) Skype for Business
14 4 (0.31%) WebSphere
Applications
1 246 (18.85%) MS Excel
2 111 (8.51%) MS Office
3 89 (6.82%) MS PowerPoint
4 29 (2.22%) SPSS
5 17 (1.30%) Spreadsheet
6 16 (1.23%) MS Project
7 13 (1.00%) MS Visio
8 9 (0.69%) Stata
9 3 (0.23%) SPSS Modeler
Business Applications
1 41 (3.14%) Dynamics CRM
2 16 (1.23%) Salesforce.com CRM
3 14 (1.07%) FastStats
4 12 (0.92%) Oracle EBS
5 10 (0.77%) Raiser's Edge
6 8 (0.61%) Dynamics AX
6 8 (0.61%) Markit EDM
7 7 (0.54%) Dynamics NAV
7 7 (0.54%) HFM
7 7 (0.54%) SAP CRM
8 5 (0.38%) Hyperion Planning
8 5 (0.38%) SAP ERP
9 4 (0.31%) Eloqua
9 4 (0.31%) Oracle BPM
9 4 (0.31%) Oracle EBS R12
10 3 (0.23%) Hyperion Enterprise
10 3 (0.23%) Oracle Financials
10 3 (0.23%) SAP MDG
10 3 (0.23%) SAP MDM
11 2 (0.15%) SAP Oil and Gas
Cloud Services
1 49 (3.75%) Microsoft Azure
2 47 (3.60%) Amazon AWS
3 14 (1.07%) Force.com
4 13 (1.00%) SaaS
5 8 (0.61%) Google Analytics
6 7 (0.54%) Google Cloud Platform
7 5 (0.38%) Amazon Kinesis
7 5 (0.38%) iPaaS
7 5 (0.38%) Office 365
7 5 (0.38%) SuccessFactors
8 4 (0.31%) Azure Machine Learning
8 4 (0.31%) PaaS
9 3 (0.23%) IaaS
10 2 (0.15%) AWS Lambda
10 2 (0.15%) FinancialForce.com
10 2 (0.15%) Google Tag Manager
10 2 (0.15%) Heroku
10 2 (0.15%) OpenShift
10 2 (0.15%) Taleo
11 1 (0.077%) Adobe Analytics
Communications & Networking
1 7 (0.54%) MVNO
2 5 (0.38%) Internet
2 5 (0.38%) Intranet
3 2 (0.15%) Kerberos
4 1 (0.077%) Broadband
4 1 (0.077%) HTTP
4 1 (0.077%) LAN
4 1 (0.077%) SMS
4 1 (0.077%) WAN
Database & Business Intelligence
1 359 (27.51%) Data Warehouse
2 303 (23.22%) SQL Server
3 175 (13.41%) SQL Server Integration Services
4 153 (11.72%) SQL Server Reporting Services
5 145 (11.11%) Big Data
6 143 (10.96%) Relational Database
7 119 (9.12%) BusinessObjects
8 100 (7.66%) Hadoop
9 96 (7.36%) SQL Server Analysis Services
10 91 (6.97%) Power BI
11 89 (6.82%) QlikView
12 58 (4.44%) MySQL
13 51 (3.91%) Data Mining
14 50 (3.83%) RDBMS
15 49 (3.75%) NoSQL
16 47 (3.60%) Apache Hive
17 46 (3.52%) OLAP
18 42 (3.22%) DB2
19 41 (3.14%) Enterprise Data Warehouse
20 31 (2.38%) MS Access
Development Applications
1 49 (3.75%) Talend Open Studio
2 31 (2.38%) JIRA
3 27 (2.07%) Team Foundation Server
4 25 (1.92%) Git (software)
5 23 (1.76%) ERwin
6 14 (1.07%) SQL Server Management Studio (SSMS)
7 13 (1.00%) Visual Studio
8 12 (0.92%) Oracle APEX
9 9 (0.69%) Eclipse
10 7 (0.54%) Subversion
10 7 (0.54%) XMLSpy
11 6 (0.46%) Ant
11 6 (0.46%) Gradle
11 6 (0.46%) Maven
11 6 (0.46%) Oracle Forms
12 5 (0.38%) git-flow
13 3 (0.23%) JUnit
14 2 (0.15%) LSMW
14 2 (0.15%) ProC
14 2 (0.15%) Rational Rhapsody
General
1 422 (32.34%) Finance
2 119 (9.12%) Retail
3 104 (7.97%) Marketing
4 83 (6.36%) Banking
5 57 (4.37%) Legal
6 25 (1.92%) Telecoms
7 24 (1.84%) Pharmaceutical
8 22 (1.69%) Billing
9 19 (1.46%) Publishing
10 18 (1.38%) Investment Banking
10 18 (1.38%) Military
11 16 (1.23%) Front Office
12 15 (1.15%) Corporate Banking
12 15 (1.15%) Financial Institution
13 13 (1.00%) Law
13 13 (1.00%) Private Banking
13 13 (1.00%) Retail Banking
14 12 (0.92%) Manufacturing
15 8 (0.61%) Automotive
15 8 (0.61%) Spanish Language
Job Titles
1 393 (30.11%) Analyst
2 213 (16.32%) Architect
3 208 (15.94%) Data Analyst
4 167 (12.80%) Developer
5 147 (11.26%) Data Architect
6 95 (7.28%) Consultant
7 88 (6.74%) SQL Analyst
8 78 (5.98%) Data Manager
9 73 (5.59%) Data Quality Analyst
10 63 (4.83%) SQL Data Analyst
11 60 (4.60%) Business Intelligence Analyst
11 60 (4.60%) SQL Developer
12 58 (4.44%) Quality Analyst
13 56 (4.29%) Senior Analyst
14 54 (4.14%) Business Analyst
15 46 (3.52%) Data Consultant
16 44 (3.37%) Business Intelligence Developer
17 39 (2.99%) Governance Manager
18 37 (2.84%) Data Governance Analyst
18 37 (2.84%) Data Governance Manager
Libraries, Frameworks & Software Standards
1 58 (4.44%) .NET
2 47 (3.60%) Web Services
3 33 (2.53%) XML
4 20 (1.53%) Kafka
5 17 (1.30%) JSON
6 16 (1.23%) Mason
7 15 (1.15%) Visualforce
8 13 (1.00%) Java EE
9 12 (0.92%) HTML
10 11 (0.84%) Ajax
11 10 (0.77%) GeoJSON
12 9 (0.69%) REST
13 8 (0.61%) CSS
13 8 (0.61%) Lucene
13 8 (0.61%) MDX
13 8 (0.61%) Middleware
14 7 (0.54%) .NET Framework
15 6 (0.46%) COM
15 6 (0.46%) Pandas
16 5 (0.38%) Scrapy
Miscellaneous
1 283 (21.69%) Analytical Skills
2 142 (10.88%) Management Information System
3 90 (6.90%) Computer Science
4 53 (4.06%) Reference Data
5 47 (3.60%) Data Structures
6 41 (3.14%) NHS
7 35 (2.68%) Enterprise Software
8 23 (1.76%) Life Science
9 19 (1.46%) Fintech
10 17 (1.30%) Credit Risk
11 8 (0.61%) Data Protection Act
11 8 (0.61%) FMCG
11 8 (0.61%) User Experience
12 7 (0.54%) Algorithms
12 7 (0.54%) Fixed Income
12 7 (0.54%) Taxonomies
13 6 (0.46%) iPad
14 5 (0.38%) CMDB
14 5 (0.38%) Data Centre
14 5 (0.38%) Reinsurance
Operating Systems
1 42 (3.22%) Linux
2 38 (2.91%) Unix
2 38 (2.91%) Windows
3 6 (0.46%) Windows Server
4 2 (0.15%) Solaris
4 2 (0.15%) Windows Server 2003
4 2 (0.15%) Windows Server 2008
4 2 (0.15%) Windows XP
5 1 (0.077%) AIX
Processes & Methodologies
1 464 (35.56%) Business Intelligence
2 412 (31.57%) Data Management
3 334 (25.59%) ETL
4 329 (25.21%) Analytics
5 301 (23.07%) Data Modelling
6 198 (15.17%) Data Governance
7 192 (14.71%) Agile Software Development
8 188 (14.41%) Data Architecture
9 182 (13.95%) Data Analysis
10 180 (13.79%) Migration
11 173 (13.26%) CRM
12 164 (12.57%) Master Data Management
13 156 (11.95%) Stakeholder Management
14 146 (11.19%) Data Integration
15 142 (10.88%) Data Migration
16 126 (9.66%) Visualisation
17 115 (8.81%) Data Analytics
18 97 (7.43%) Data Cleansing
19 81 (6.21%) Information Management
20 67 (5.13%) Change Management
Programming Languages
1 542 (41.53%) SQL
2 133 (10.19%) T-SQL
3 86 (6.59%) Java
4 79 (6.05%) Python
5 78 (5.98%) PL/SQL
6 57 (4.37%) VBA
7 50 (3.83%) R
8 27 (2.07%) C#
9 22 (1.69%) PowerShell
10 21 (1.61%) Apex Code
10 21 (1.61%) Scala
11 16 (1.23%) VB
12 15 (1.15%) Data Analysis Expressions (DAX)
12 15 (1.15%) JavaScript
13 14 (1.07%) Shell Script
14 13 (1.00%) MATLAB
15 8 (0.61%) Perl
16 6 (0.46%) Groovy
16 6 (0.46%) VB.NET
17 5 (0.38%) PHP
Qualifications
1 233 (17.85%) Degree
2 10 (0.77%) Security Cleared
3 7 (0.54%) Microsoft Certification
3 7 (0.54%) SC Cleared
4 5 (0.38%) MCP
5 4 (0.31%) CCA
6 3 (0.23%) CISA
7 2 (0.15%) ISEB
7 2 (0.15%) MCDST
7 2 (0.15%) MCSE
7 2 (0.15%) PRINCE2 Certification
7 2 (0.15%) SAS Certification
8 1 (0.077%) CIMA
8 1 (0.077%) GNVQ
8 1 (0.077%) ISTQB
8 1 (0.077%) ITIL Certification
8 1 (0.077%) ITIL Foundation Certificate
8 1 (0.077%) PhD
8 1 (0.077%) Six Sigma Green Belt
Quality Assurance & Compliance
1 52 (3.98%) SLA
2 47 (3.60%) QA
3 20 (1.53%) GDPR
4 16 (1.23%) PMO
5 9 (0.69%) ISO/IEC 27001
6 7 (0.54%) IFRS
6 7 (0.54%) IFRS 9
6 7 (0.54%) Solvency II
7 5 (0.38%) HL7
8 3 (0.23%) COBIT
8 3 (0.23%) IAS 39
8 3 (0.23%) Sarbanes-Oxley
9 2 (0.15%) Dodd-Frank
9 2 (0.15%) EMIR
9 2 (0.15%) SEPA
9 2 (0.15%) TARGET2
10 1 (0.077%) Actionable Recommendations
10 1 (0.077%) FATCA
10 1 (0.077%) PCI DSS
System Software
1 8 (0.61%) Apache Flume
1 8 (0.61%) HDFS
2 4 (0.31%) Apache ZooKeeper
3 3 (0.23%) Active Directory
4 2 (0.15%) NDS
4 2 (0.15%) NetIQ eDirectory
5 1 (0.077%) Docker
5 1 (0.077%) Hyper-V
5 1 (0.077%) Virtual Desktop
Systems Management
1 10 (0.77%) Oozie
2 5 (0.38%) Ambari
2 5 (0.38%) Hadoop YARN
2 5 (0.38%) Kibana
3 4 (0.31%) SCCM
4 3 (0.23%) HP Quality Center
5 1 (0.077%) Ganglia
5 1 (0.077%) Nagios
5 1 (0.077%) Opscode Chef
5 1 (0.077%) Puppet
Vendors
1 273 (20.92%) Microsoft
2 202 (15.48%) Oracle
3 121 (9.27%) SAP
4 112 (8.58%) Salesforce.com
5 91 (6.97%) Informatica
6 74 (5.67%) Tableau
7 49 (3.75%) Talend
8 47 (3.60%) Cognos
9 46 (3.52%) Teradata
10 23 (1.76%) Trillium
11 15 (1.15%) Google
11 15 (1.15%) RedGate
12 14 (1.07%) Ab Initio
12 14 (1.07%) Netezza
13 12 (0.92%) Cloudera
13 12 (0.92%) MicroStrategy
13 12 (0.92%) MuleSoft
14 11 (0.84%) IBM
15 10 (0.77%) Alteryx
16 8 (0.61%) Cadence
Chester, Cheshire
Oscar
Salary: £40000 - £45000 per annum + Benefits
Posted: 1 hour ago
Chester, Cheshire
Oscar
Salary: £40000 - £50000 per annum + Extensive Benefits
Posted: 1 hour ago
Derby, Derbyshire
Erin Associates
Salary: £39000 - £40000 per annum + excellent benefits
Posted: 21 hours ago
Worcester, Worcestershire
Erin Associates
Salary: £30000 - £35000 per annum + excellent benefits
Posted: 21 hours ago
Middlesbrough, Cleveland
HAYS INFORMATION TECHNOLOGY
Salary: £24000.00 - £34000.00 per annum
Posted: 19 hours ago
South West London
Understanding Recruitment
Salary: £20000.00 - £31000.00 per annum + Benefits
Posted: 2 days ago
City, London
Oliver James Associates
Salary: £30000 - £45000 per annum
Posted: Yesterday
London
McGregor Boyall
Salary: £60000 - £70000 per annum
Posted: 2 hours ago
Berkshire
Spargonet Consulting Plc
Salary: £55000 - £60000 per annum, Benefits Pension, Life, Health and 25 days
Posted: Yesterday
Twickenham, Middlesex
Cyber Team
Salary: From £35,000 to £55,000 per annum Excellent Benefits Package
Posted: 3 days ago
London
Engage PSG
Salary: £65000 - £75000 per annum + equity, benefits
Posted: Yesterday
City, London
Square One Resources
Salary: From £90,000 to £110,000 per annum + Benefits
Posted: 3 days ago
London
Venturi
Salary: £80000.00 - £90000.00 per annum + Bonus & Benefits
Posted: 3 days ago
Kingston Upon Thames, Surrey
Client Server
Salary: £35k to £40k + bonus + benefits
Posted: 4 days ago
Royston, Hertfordshire
EasyWebRecruitment.com
Salary: Competitive
Posted: 21 hours ago
Midlands
ReThink Recruitment
Salary: £75000.00 per annum
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 + generous bonus and car allowance plus much more!
Posted: 4 days ago
Manchester, Lancashire
4it Recruitment Ltd
Salary: From £32,000 to £36,000 per annum plus excellent benefits package
Posted: 6 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £30,000 to £40,000 per annum plus excellent additional benefits
Posted: 5 days ago
City, London
Best Practice Talent Solutions
Salary: From £45,000 to £55,000 per annum
Posted: 4 days ago
London
Careerwise UK Limited
Salary: £80000 per annum + car allowance + pension + healthcare
Posted: 6 days ago
London
Venturi
Salary: £35000.00 - £48000.00 per annum + Benefits
Posted: 4 days ago
Portsmouth, Hampshire
Experis Ltd
Salary: £40000 - £45000 per annum + benefits
Posted: 6 days ago
Norwich, Norfolk
Aviva
Salary: Competitive
Posted: 6 days ago
Bristol, Avon
Aviva
Salary: Competitive
Posted: 6 days ago
Bristol, Avon
Redrock Consulting Ltd
Salary: £35000 - £45000 per annum + Benefits
Posted: 6 days ago
London
Green Thompson Consulting
Salary: From £40,000 to £45,000 per annum
Posted: 6 days ago
Worcester, Worcestershire
Sanctuary Housing Association
Salary: £52,403 per annum
Posted: 5 days ago
London
Joseph Harry Ltd
Salary: £50000 - £65000 per annum + 25% Bonus + 10% Pension
Posted: 5 days ago
London
McGregor Boyall
Salary: £65000 - £85000 per annum
Posted: 6 days ago