The table below looks at the statistics for Data Quality skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Data Quality over the 3 months to 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Data Quality
UK
Rank 364 293 429
Rank change year-on-year
-71 +136
Permanent jobs citing Data Quality 670 1100 707
As % of all permanent IT jobs located in the UK 0.79% 1.09% 0.66%
As % of the Quality Assurance & Compliance category 6.54% 8.20% 5.30%
Number of salaries quoted 497 778 534
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 £33,550 £35,000
10% offered a salary of more than £80,000 £79,900 £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 across the UK.

Quality Assurance & Compliance Category
UK
Permanent IT job ads with a match in the
Quality Assurance & Compliance category
10252 13412 13341
As % of all permanent IT jobs located in the UK 12.15% 13.30% 12.48%
Number of salaries quoted 8154 10585 10259
Median salary £47,500 £50,000 £45,500
Median salary % change year-on-year
-5.00% +9.89%
90% offered a salary of more than £27,500 £30,000 £29,000
10% offered a salary of more than £73,000 £71,000 £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

The demand trend of job ads 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 the UK

Data Quality
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Quality within the UK.

Data Quality Salary Trend in the UK

Data Quality
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Quality over the 3 months to 27 February 2017 within the UK.

Data Quality Salary Histogram in the UK

Data Quality
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the UK over the 3 months to 27 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
England -62 651 £47,500 -5.00% 99
London -65 324 £55,000 +3.77% 53
South East +20 120 £46,250 +8.82% 9
West Midlands -11 60 £32,500 -23.52% 3
City of London -44 53 £52,500 -1.86% 12
North West 0 40 £36,250 -2.02% 5
Berkshire 0 38 £54,000 +27.05% 3
Yorkshire -36 31 £39,500 -12.22% 10
West Yorkshire -40 26 £40,000 -11.11% 8
Birmingham +14 25 £32,500 -30.48%
East of England +13 25 £57,500 +4.54% 5
East Midlands -4 24 £45,000 +28.37% 6
Manchester -27 23 £37,750 +6.33% 3
Leeds -32 20 £39,000 -13.33% 7
Surrey +36 17 £56,250 -5.46%
Hampshire +31 17 £45,000 -16.70% 2
West Sussex +12 17 £40,000 -31.91% 1
Buckinghamshire +10 16 £47,500 +35.71% 1
Milton Keynes +2 14 £52,000 +48.57% 1
South West +16 13 £54,245 -5.66% 5
Crawley +17 12 £35,000 -51.72%
Hertfordshire +11 12 £95,000 +35.71% 2
Northamptonshire +22 11 £45,000 -12.19% 1
Merseyside +1 10 £37,500 +3.44%
Scotland 0 10 £40,000 -15.78% 3
Warwickshire -13 10 £50,000 +10.49% 1
Slough +20 9 £63,750 +96.15%
Liverpool +12 9 £37,500 +23.96%
East Sussex +6 9 £52,500 +5.00%
Brighton 0 9 £52,500 +5.00%

Data Quality
Top 30 Related IT Skills

For the 6 months to 27 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 with a requirement for Data Quality.

1 561 (41.93%) SQL
2 481 (35.95%) Business Intelligence
3 438 (32.74%) Finance
4 421 (31.46%) Data Management
5 373 (27.88%) Data Warehouse
6 344 (25.71%) ETL
7 339 (25.34%) Analytics
8 316 (23.62%) Data Modelling
9 312 (23.32%) SQL Server
10 295 (22.05%) Analytical Skills
11 283 (21.15%) Microsoft
12 258 (19.28%) MS Excel
13 240 (17.94%) Degree
14 204 (15.25%) Oracle
14 204 (15.25%) Data Governance
15 203 (15.17%) Agile Software Development
16 197 (14.72%) Data Architecture
17 187 (13.98%) Migration
18 182 (13.60%) Data Analysis
19 181 (13.53%) SQL Server Integration Services
20 179 (13.38%) CRM
21 168 (12.56%) Master Data Management
22 160 (11.96%) SQL Server Reporting Services
23 159 (11.88%) Stakeholder Management
24 157 (11.73%) Data Integration
25 149 (11.14%) Big Data
26 145 (10.84%) Data Migration
26 145 (10.84%) Management Information System
27 142 (10.61%) Relational Database
28 139 (10.39%) T-SQL

Data Quality
Top Related IT Skills 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 96 (7.17%) SAS
2 56 (4.19%) SharePoint
3 50 (3.74%) Apache Spark
4 27 (2.02%) Oracle SOA Suite
5 25 (1.87%) Apache
6 22 (1.64%) Tomcat
7 18 (1.35%) Apache Pig
8 17 (1.27%) WebLogic
9 14 (1.05%) Elasticsearch
10 13 (0.97%) GlassFish
10 13 (0.97%) JBoss
11 10 (0.75%) IIS
12 8 (0.60%) Confluence
12 8 (0.60%) Jupyter
13 5 (0.37%) Apache Airflow
13 5 (0.37%) CMS
13 5 (0.37%) SharePoint 2013
14 4 (0.30%) Oracle Workflow
14 4 (0.30%) Skype for Business
14 4 (0.30%) WebSphere
Applications
1 258 (19.28%) MS Excel
2 115 (8.59%) MS Office
3 90 (6.73%) MS PowerPoint
4 29 (2.17%) SPSS
5 17 (1.27%) Spreadsheet
6 15 (1.12%) MS Project
6 15 (1.12%) MS Visio
7 9 (0.67%) Stata
8 3 (0.22%) SPSS Modeler
Business Applications
1 41 (3.06%) Dynamics CRM
2 17 (1.27%) Salesforce.com CRM
3 13 (0.97%) FastStats
4 12 (0.90%) Oracle EBS
5 10 (0.75%) Raiser's Edge
6 8 (0.60%) Dynamics AX
6 8 (0.60%) Markit EDM
7 7 (0.52%) Dynamics NAV
7 7 (0.52%) HFM
7 7 (0.52%) SAP CRM
8 5 (0.37%) Hyperion Planning
8 5 (0.37%) SAP ERP
9 4 (0.30%) Eloqua
9 4 (0.30%) Oracle BPM
9 4 (0.30%) Oracle EBS R12
10 3 (0.22%) Hyperion Enterprise
10 3 (0.22%) Oracle Financials
10 3 (0.22%) SAP MDG
10 3 (0.22%) SAP MDM
11 2 (0.15%) SAP FI/CO
Cloud Services
1 54 (4.04%) Amazon AWS
2 51 (3.81%) Microsoft Azure
3 15 (1.12%) SaaS
4 14 (1.05%) Force.com
5 12 (0.90%) Google Cloud Platform
6 11 (0.82%) Google Analytics
7 5 (0.37%) Amazon Kinesis
7 5 (0.37%) iPaaS
7 5 (0.37%) Office 365
7 5 (0.37%) SuccessFactors
8 4 (0.30%) Azure Machine Learning
8 4 (0.30%) PaaS
9 3 (0.22%) FinancialForce.com
9 3 (0.22%) IaaS
10 2 (0.15%) AWS Lambda
10 2 (0.15%) Google Tag Manager
10 2 (0.15%) Heroku
10 2 (0.15%) OpenShift
10 2 (0.15%) Taleo
11 1 (0.075%) Amazon EC2
Communications & Networking
1 7 (0.52%) MVNO
2 5 (0.37%) Internet
2 5 (0.37%) Intranet
3 2 (0.15%) Kerberos
4 1 (0.075%) Broadband
4 1 (0.075%) HTTP
4 1 (0.075%) LAN
4 1 (0.075%) SMS
4 1 (0.075%) WAN
Database & Business Intelligence
1 373 (27.88%) Data Warehouse
2 312 (23.32%) SQL Server
3 181 (13.53%) SQL Server Integration Services
4 160 (11.96%) SQL Server Reporting Services
5 149 (11.14%) Big Data
6 142 (10.61%) Relational Database
7 121 (9.04%) BusinessObjects
8 100 (7.47%) Hadoop
8 100 (7.47%) SQL Server Analysis Services
9 90 (6.73%) Power BI
9 90 (6.73%) QlikView
10 58 (4.33%) MySQL
11 51 (3.81%) OLAP
12 50 (3.74%) Data Mining
13 49 (3.66%) NoSQL
13 49 (3.66%) RDBMS
14 47 (3.51%) Apache Hive
15 45 (3.36%) Enterprise Data Warehouse
16 42 (3.14%) DB2
17 32 (2.39%) MS Access
Development Applications
1 52 (3.89%) Talend Open Studio
2 33 (2.47%) JIRA
3 30 (2.24%) Team Foundation Server
4 28 (2.09%) ERwin
5 25 (1.87%) Git (software)
6 16 (1.20%) Visual Studio
7 14 (1.05%) SQL Server Management Studio (SSMS)
8 12 (0.90%) Oracle APEX
9 9 (0.67%) Eclipse
10 7 (0.52%) Subversion
10 7 (0.52%) XMLSpy
11 6 (0.45%) Ant
11 6 (0.45%) Gradle
11 6 (0.45%) MagicDraw
11 6 (0.45%) Maven
11 6 (0.45%) Oracle Forms
12 5 (0.37%) git-flow
13 3 (0.22%) JUnit
13 3 (0.22%) LoadRunner
14 2 (0.15%) ProC
General
1 438 (32.74%) Finance
2 121 (9.04%) Retail
3 106 (7.92%) Marketing
4 87 (6.50%) Banking
5 57 (4.26%) Legal
6 25 (1.87%) Telecoms
7 23 (1.72%) Pharmaceutical
8 22 (1.64%) Billing
9 19 (1.42%) Publishing
10 18 (1.35%) Investment Banking
10 18 (1.35%) Military
11 16 (1.20%) Financial Institution
11 16 (1.20%) Front Office
12 15 (1.12%) Corporate Banking
13 13 (0.97%) Law
13 13 (0.97%) Private Banking
13 13 (0.97%) Retail Banking
14 12 (0.90%) Manufacturing
15 11 (0.82%) Back Office
16 8 (0.60%) Automotive
Job Titles
1 401 (29.97%) Analyst
2 222 (16.59%) Architect
3 209 (15.62%) Data Analyst
4 171 (12.78%) Developer
5 150 (11.21%) Data Architect
6 104 (7.77%) Consultant
7 88 (6.58%) SQL Analyst
8 78 (5.83%) Data Manager
9 74 (5.53%) Data Quality Analyst
10 63 (4.71%) SQL Data Analyst
11 60 (4.48%) Business Intelligence Analyst
12 59 (4.41%) Quality Analyst
12 59 (4.41%) SQL Developer
13 58 (4.33%) Senior Analyst
14 56 (4.19%) Business Analyst
15 52 (3.89%) Data Consultant
16 48 (3.59%) Business Intelligence Developer
17 39 (2.91%) Governance Manager
18 37 (2.77%) Data Governance Analyst
18 37 (2.77%) Data Governance Manager
Libraries, Frameworks & Software Standards
1 59 (4.41%) .NET
2 47 (3.51%) Web Services
3 38 (2.84%) XML
4 20 (1.49%) Kafka
5 17 (1.27%) JSON
6 15 (1.12%) Mason
7 14 (1.05%) Visualforce
8 13 (0.97%) Java EE
9 12 (0.90%) HTML
10 11 (0.82%) Ajax
11 10 (0.75%) GeoJSON
12 9 (0.67%) REST
13 8 (0.60%) CSS
13 8 (0.60%) Lucene
13 8 (0.60%) MDX
13 8 (0.60%) Middleware
14 7 (0.52%) .NET Framework
15 6 (0.45%) COM
15 6 (0.45%) Pandas
16 5 (0.37%) GraphX
Miscellaneous
1 295 (22.05%) Analytical Skills
2 145 (10.84%) Management Information System
3 90 (6.73%) Computer Science
4 58 (4.33%) Reference Data
5 51 (3.81%) Data Structures
6 42 (3.14%) NHS
7 38 (2.84%) Enterprise Software
8 22 (1.64%) Life Science
9 19 (1.42%) Fintech
10 18 (1.35%) Credit Risk
11 11 (0.82%) Taxonomies
12 8 (0.60%) Data Protection Act
12 8 (0.60%) FMCG
12 8 (0.60%) User Experience
13 7 (0.52%) Algorithms
13 7 (0.52%) Fixed Income
14 6 (0.45%) iPad
14 6 (0.45%) Virtual Team
15 5 (0.37%) CMDB
15 5 (0.37%) Data Centre
Operating Systems
1 41 (3.06%) Linux
2 38 (2.84%) Unix
2 38 (2.84%) Windows
3 6 (0.45%) 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 (0.075%) AIX
Processes & Methodologies
1 481 (35.95%) Business Intelligence
2 421 (31.46%) Data Management
3 344 (25.71%) ETL
4 339 (25.34%) Analytics
5 316 (23.62%) Data Modelling
6 204 (15.25%) Data Governance
7 203 (15.17%) Agile Software Development
8 197 (14.72%) Data Architecture
9 187 (13.98%) Migration
10 182 (13.60%) Data Analysis
11 179 (13.38%) CRM
12 168 (12.56%) Master Data Management
13 159 (11.88%) Stakeholder Management
14 157 (11.73%) Data Integration
15 145 (10.84%) Data Migration
16 126 (9.42%) Visualisation
17 114 (8.52%) Data Analytics
18 101 (7.55%) Data Cleansing
19 81 (6.05%) Information Management
20 67 (5.01%) Change Management
Programming Languages
1 561 (41.93%) SQL
2 139 (10.39%) T-SQL
3 85 (6.35%) Java
4 78 (5.83%) PL/SQL
4 78 (5.83%) Python
5 56 (4.19%) VBA
6 50 (3.74%) R
7 30 (2.24%) C#
8 25 (1.87%) PowerShell
9 21 (1.57%) Scala
10 20 (1.49%) Apex Code
11 16 (1.20%) VB
12 15 (1.12%) Data Analysis Expressions (DAX)
12 15 (1.12%) JavaScript
13 14 (1.05%) Shell Script
14 12 (0.90%) MATLAB
15 8 (0.60%) Perl
16 7 (0.52%) VB.NET
17 6 (0.45%) Groovy
18 5 (0.37%) PHP
Qualifications
1 240 (17.94%) Degree
2 12 (0.90%) Security Cleared
3 8 (0.60%) SC Cleared
4 7 (0.52%) Microsoft Certification
5 5 (0.37%) MCP
6 4 (0.30%) CCA
7 3 (0.22%) CISA
7 3 (0.22%) ISTQB
8 2 (0.15%) ISEB
8 2 (0.15%) MCDST
8 2 (0.15%) MCSE
8 2 (0.15%) PRINCE2 Certification
8 2 (0.15%) SAS Certification
9 1 (0.075%) CIMA
9 1 (0.075%) GNVQ
9 1 (0.075%) ITIL Certification
9 1 (0.075%) ITIL Foundation Certificate
9 1 (0.075%) PhD
9 1 (0.075%) Six Sigma Green Belt
Quality Assurance & Compliance
1 53 (3.96%) SLA
2 50 (3.74%) QA
3 20 (1.49%) GDPR
4 16 (1.20%) PMO
5 9 (0.67%) ISO/IEC 27001
6 7 (0.52%) IFRS
6 7 (0.52%) IFRS 9
6 7 (0.52%) Solvency II
7 6 (0.45%) HL7
8 5 (0.37%) ISO20022
9 3 (0.22%) COBIT
9 3 (0.22%) IAS 39
9 3 (0.22%) Sarbanes-Oxley
10 2 (0.15%) Dodd-Frank
10 2 (0.15%) EMIR
10 2 (0.15%) PCI DSS
10 2 (0.15%) SEPA
10 2 (0.15%) TARGET2
11 1 (0.075%) Actionable Recommendations
11 1 (0.075%) FATCA
System Software
1 8 (0.60%) Apache Flume
1 8 (0.60%) HDFS
2 4 (0.30%) Apache ZooKeeper
3 3 (0.22%) Active Directory
4 2 (0.15%) NDS
4 2 (0.15%) NetIQ eDirectory
5 1 (0.075%) Docker
5 1 (0.075%) Hyper-V
5 1 (0.075%) Virtual Desktop
Systems Management
1 10 (0.75%) Oozie
2 5 (0.37%) Ambari
2 5 (0.37%) Hadoop YARN
2 5 (0.37%) HP Quality Center
2 5 (0.37%) Kibana
3 4 (0.30%) SCCM
4 1 (0.075%) Ganglia
4 1 (0.075%) Nagios
4 1 (0.075%) Opscode Chef
4 1 (0.075%) Puppet
Vendors
1 283 (21.15%) Microsoft
2 204 (15.25%) Oracle
3 121 (9.04%) SAP
4 116 (8.67%) Salesforce.com
5 96 (7.17%) Informatica
6 81 (6.05%) Tableau
7 52 (3.89%) Talend
8 48 (3.59%) Cognos
9 47 (3.51%) Teradata
10 24 (1.79%) Trillium
11 22 (1.64%) Google
12 18 (1.35%) IBM
13 15 (1.12%) Netezza
13 15 (1.12%) RedGate
14 14 (1.05%) Ab Initio
15 13 (0.97%) MicroStrategy
16 12 (0.90%) Cloudera
17 11 (0.82%) MuleSoft
18 10 (0.75%) Alteryx
19 8 (0.60%) Cadence
South West London
Understanding Recruitment
Salary: £20000.00 - £31000.00 per annum + Benefits
Posted: 21 hours ago
Berkshire
Spargonet Consulting Plc
Salary: £55000 - £60000 per annum, Benefits Pension, Life, Health and 25 days
Posted: 16 hours ago
Twickenham, Middlesex
Cyber Team
Salary: From £35,000 to £55,000 per annum Excellent Benefits Package
Posted: 2 days ago
City, London
Square One Resources
Salary: From £90,000 to £110,000 per annum + Benefits
Posted: 2 days ago
London
Venturi
Salary: £80000.00 - £90000.00 per annum + Bonus & Benefits
Posted: 2 days ago
Kingston Upon Thames, Surrey
Client Server
Salary: £35k to £40k + bonus + benefits
Posted: 3 days ago
Midlands
ReThink Recruitment
Salary: £75000.00 per annum
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
Manchester, Lancashire
4it Recruitment Ltd
Salary: From £32,000 to £36,000 per annum plus excellent benefits package
Posted: 5 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £30,000 to £40,000 per annum plus excellent additional benefits
Posted: 4 days ago
City, London
Best Practice Talent Solutions
Salary: From £45,000 to £55,000 per annum
Posted: 3 days ago
Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £30000 per annum + Benefits + Training
Posted: 5 days ago
London
Venturi
Salary: £35000.00 - £48000.00 per annum + Benefits
Posted: 3 days ago
London
Careerwise UK Limited
Salary: £80000 per annum + car allowance + pension + healthcare
Posted: 5 days ago
Portsmouth, Hampshire
Experis Ltd
Salary: £40000 - £45000 per annum + benefits
Posted: 5 days ago
Worcester, Worcestershire
Erin Associates
Salary: £30000 - £35000 per annum + excellent benefits
Posted: 5 days ago
Norwich, Norfolk
Aviva
Salary: Competitive
Posted: 4 days ago
Bristol, Avon
Aviva
Salary: Competitive
Posted: 4 days ago
Bristol, Avon
Redrock Consulting Ltd
Salary: £35000 - £45000 per annum + Benefits
Posted: 4 days ago
Worcester, Worcestershire
Sanctuary Housing Association
Salary: £52,403 per annum
Posted: 3 days ago
London
Green Thompson Consulting
Salary: From £40,000 to £45,000 per annum
Posted: 5 days ago
Derby, Derbyshire
Erin Associates
Salary: £39000 - £40000 per annum + excellent benefits
Posted: 6 days ago
Warwickshire
Harvey Nash plc
Salary: £400 - £450 per annum
Posted: 6 days ago
London
Joseph Harry Ltd
Salary: £50000 - £65000 per annum + 25% Bonus + 10% Pension
Posted: 4 days ago
London
Venturi
Salary: £75000.00 - £90000.00 per annum + Bonus & Benefits
Posted: 6 days ago
London
McGregor Boyall
Salary: £65000 - £85000 per annum
Posted: 4 days ago
London
Computer People
Salary: £35000.00 - £41000.00 per annum + Benefits
Posted: 6 days ago
Luton, Bedfordshire
Asset Resourcing Ltd
Salary: £45000 - £48000 per annum + Benefits
Posted: 6 days ago
Newcastle Upon Tyne, Tyne and Wear
Solutions Recruitment
Salary: From £30,000 to £30,000 per annum
Posted: 4 days ago
Milton Keynes, Buckinghamshire
Uniting Ambition
Salary: £80k - 100k per year
Posted: 6 days ago