The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Data Quality skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Quality over the 3 months to 26 April 2017 with a comparison to the same period in the previous 2 years.

Data Quality
England / London
3 months to
26 Apr 2017
Same period 2016 Same period 2015
Rank 272 280 332
Rank change year-on-year +8 +52  
Permanent jobs citing Data Quality 394 477 405
As % of all permanent IT jobs advertised in London 1.15% 1.12% 0.91%
As % of the Quality Assurance & Compliance category 8.85% 8.75% 7.10%
Number of salaries quoted 309 364 311
Median salary £55,000 £53,750 £60,000
Median salary % change year-on-year +2.32% -10.41%  
90% offered a salary of more than £37,500 £37,000 £40,000
10% offered a salary of more than £87,750 £80,000 £85,000
UK excluding London median salary £42,500 £45,000 £45,000
% change year-on-year -5.55% -  

Data Quality is in the quality assurance and compliance skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for quality assurance and compliance skills.

Quality Assurance & Compliance Skills
London
Permanent job vacancies with a requirement for quality assurance and compliance skills 4450 5451 5701
As % of all permanent IT job vacancies advertised in London 12.97% 12.84% 12.78%
Number of salaries quoted 3532 4402 4573
Median salary £60,000 £55,000 £55,000
Median salary % change year-on-year +9.09% -  
90% offered a salary of more than £37,500 £36,500 £35,000
10% offered a salary of more than £85,000 £82,500 £80,000
UK excluding London median salary £42,500 £45,000 £42,500
% change year-on-year -5.55% +5.88%  

Data Quality
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Data Quality as a proportion of all permanent or contract IT jobs with a match in the Quality Assurance & Compliance category.

Job vacancy trend for Data Quality in London

Data Quality
Salary Trend in London

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

Salary trend for Data Quality in London

Data Quality
Salary Histogram in London

The salary distribution of IT jobs citing Data Quality in London over the 3 months to 26 April 2017.

Salary histogram for Data Quality in London

Data Quality
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the London region over the 3 months to 26 April 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
City of London +22 80 £52,500 - 15
Twickenham - 5 £50,000 -
Westminster - 3 £90,000 -
Kingston Upon Thames - 1 £37,500 - 1
West Drayton - 1 £30,000 -
Hammersmith - 1 £55,000 -
Data Quality
England

For the 6 months to 26 April 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 London region with a requirement for Data Quality.

1 324 (47.44%) SQL
2 235 (34.41%) Business Intelligence
3 208 (30.45%) Analytics
4 206 (30.16%) Data Management
5 200 (29.28%) Data Warehouse
6 193 (28.26%) Finance
7 155 (22.69%) ETL
8 145 (21.23%) Data Modelling
9 139 (20.35%) Analytical Skills
10 136 (19.91%) SQL Server
11 134 (19.62%) Microsoft
12 132 (19.33%) Microsoft Excel
13 124 (18.16%) Agile Software Development
14 112 (16.40%) Degree
15 106 (15.52%) Data Analysis
16 105 (15.37%) Data Governance
17 101 (14.79%) Visualisation
18 94 (13.76%) Oracle
19 85 (12.45%) Big Data
20 76 (11.13%) Management Information System
20 76 (11.13%) Data Integration
20 76 (11.13%) Data Analytics
21 75 (10.98%) Data Architecture
21 75 (10.98%) Banking
21 75 (10.98%) Marketing
21 75 (10.98%) Migration
22 71 (10.40%) Tableau
23 68 (9.96%) Master Data Management
23 68 (9.96%) Data Cleansing
24 67 (9.81%) Relational Database

Data Quality
Co-occurring IT Skills in London 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 54 (7.91%) SAS
2 46 (6.73%) Apache Spark
3 40 (5.86%) Apache
4 35 (5.12%) SharePoint
5 24 (3.51%) Elasticsearch
6 19 (2.78%) IIS
7 18 (2.64%) Tomcat
8 11 (1.61%) Apache Airflow
9 9 (1.32%) Apache Pig
10 8 (1.17%) Confluence
11 5 (0.73%) SharePoint 2010
12 4 (0.59%) CMS
12 4 (0.59%) Oracle SOA Suite
13 2 (0.29%) Apache Solr
13 2 (0.29%) Sitecore CMS
14 1 (0.15%) Oracle Coherence
14 1 (0.15%) SharePoint Server
14 1 (0.15%) Skype for Business
14 1 (0.15%) WebSphere
Applications
1 132 (19.33%) Microsoft Excel
2 38 (5.56%) Microsoft Office
3 24 (3.51%) Microsoft PowerPoint
4 15 (2.20%) SPSS
5 13 (1.90%) Spreadsheet
6 10 (1.46%) Microsoft Project
7 3 (0.44%) SPSS Modeler
7 3 (0.44%) Stata
8 1 (0.15%) MS Visio
Business Applications
1 19 (2.78%) Dynamics CRM
2 16 (2.34%) Raiser's Edge
3 7 (1.02%) Markit EDM
4 5 (0.73%) HFM
4 5 (0.73%) Salesforce.com CRM
5 4 (0.59%) Dynamics AX
5 4 (0.59%) FastStats
6 3 (0.44%) Hyperion Planning
6 3 (0.44%) SAP ERP
6 3 (0.44%) Workfront
7 2 (0.29%) Hyperion Enterprise
7 2 (0.29%) Oracle CRM
7 2 (0.29%) Oracle Retail
7 2 (0.29%) SAP CO
7 2 (0.29%) SAP FI
7 2 (0.29%) SAP FI/CO
7 2 (0.29%) SAP Oil and Gas
8 1 (0.15%) Oracle EBS
8 1 (0.15%) Oracle General Ledger
8 1 (0.15%) Pegasus Opera
Cloud Services
1 42 (6.15%) Amazon AWS
2 36 (5.27%) Microsoft Azure
3 11 (1.61%) Amazon Kinesis
4 9 (1.32%) SaaS
5 8 (1.17%) Force.com
6 4 (0.59%) Azure Machine Learning
7 3 (0.44%) IaaS
7 3 (0.44%) Office 365
7 3 (0.44%) PaaS
8 2 (0.29%) FinancialForce.com
8 2 (0.29%) Google Analytics
8 2 (0.29%) Google Tag Manager
8 2 (0.29%) Heroku
8 2 (0.29%) OpenShift
8 2 (0.29%) SuccessFactors
9 1 (0.15%) Amazon EMR
9 1 (0.15%) Cloud Computing
9 1 (0.15%) Google Cloud Platform
9 1 (0.15%) Google Compute Engine
9 1 (0.15%) iPaaS
Communications & Networking
1 5 (0.73%) Internet
2 2 (0.29%) Broadband
2 2 (0.29%) Kerberos
3 1 (0.15%) Extranet
3 1 (0.15%) Intranet
3 1 (0.15%) LAN
3 1 (0.15%) WAN
Database & Business Intelligence
1 200 (29.28%) Data Warehouse
2 136 (19.91%) SQL Server
3 85 (12.45%) Big Data
4 67 (9.81%) Relational Database
5 66 (9.66%) SQL Server Integration Services
6 58 (8.49%) Hadoop
7 54 (7.91%) Power BI
8 49 (7.17%) SQL Server Reporting Services
9 48 (7.03%) QlikView
10 47 (6.88%) RDBMS
11 33 (4.83%) BusinessObjects
11 33 (4.83%) MySQL
12 31 (4.54%) Amazon Redshift
13 29 (4.25%) Data Mart
13 29 (4.25%) OLAP
14 28 (4.10%) SQL Server Analysis Services
15 25 (3.66%) Apache Hive
16 23 (3.37%) NoSQL
17 22 (3.22%) Electronic Patient Records
17 22 (3.22%) PostgreSQL
Development Applications
1 31 (4.54%) Talend Open Studio
2 14 (2.05%) ERwin
3 10 (1.46%) Git (software)
4 9 (1.32%) JIRA
4 9 (1.32%) Subversion
5 8 (1.17%) Ant
5 8 (1.17%) Gradle
5 8 (1.17%) Maven
6 7 (1.02%) Eclipse
7 6 (0.88%) Rational Rhapsody
8 5 (0.73%) Oracle Forms
8 5 (0.73%) Visual Studio
8 5 (0.73%) XMLSpy
9 3 (0.44%) Oracle APEX
10 2 (0.29%) eCATT
10 2 (0.29%) LSMW
10 2 (0.29%) SQL Server Management Studio (SSMS)
11 1 (0.15%) Bower
11 1 (0.15%) Grunt
11 1 (0.15%) gulp
General
1 193 (28.26%) Finance
2 75 (10.98%) Banking
2 75 (10.98%) Marketing
3 64 (9.37%) Retail
4 28 (4.10%) Pharmaceutical
5 27 (3.95%) Front Office
5 27 (3.95%) Investment Banking
6 25 (3.66%) Legal
7 24 (3.51%) Publishing
7 24 (3.51%) Retail Banking
8 22 (3.22%) Private Banking
9 18 (2.64%) Corporate Banking
10 16 (2.34%) Telecoms
11 14 (2.05%) Games
12 9 (1.32%) Law
13 6 (0.88%) Automotive
13 6 (0.88%) Financial Institution
14 5 (0.73%) German Language
14 5 (0.73%) Manufacturing
15 4 (0.59%) Spanish Language
Job Titles
1 235 (34.41%) Analyst
2 108 (15.81%) Data Analyst
3 100 (14.64%) Architect
4 78 (11.42%) Data Architect
5 65 (9.52%) Data Quality Analyst
6 64 (9.37%) Developer
7 56 (8.20%) SQL Analyst
8 50 (7.32%) Quality Analyst
9 49 (7.17%) Data Engineer
10 46 (6.73%) Data Manager
11 43 (6.30%) Consultant
12 34 (4.98%) Business Analyst
13 30 (4.39%) Applications Support
13 30 (4.39%) Data Consultant
13 30 (4.39%) Excel Analyst
14 27 (3.95%) Support Analyst
15 25 (3.66%) Analytics Manager
16 24 (3.51%) Applications Support Analyst
16 24 (3.51%) Senior Analyst
17 22 (3.22%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 30 (4.39%) Kafka
2 22 (3.22%) Web Services
3 17 (2.49%) .NET
3 17 (2.49%) XML
4 11 (1.61%) GraphX
4 11 (1.61%) Scrapy
4 11 (1.61%) Serverless Framework
5 9 (1.32%) Lucene
5 9 (1.32%) Visualforce
6 8 (1.17%) JSON
7 6 (0.88%) HTML
7 6 (0.88%) Mason
8 5 (0.73%) AngularJS
8 5 (0.73%) COM
8 5 (0.73%) FIX Protocol
8 5 (0.73%) REST
8 5 (0.73%) SOAP
9 4 (0.59%) NumPy
9 4 (0.59%) SciPy
9 4 (0.59%) XSD
Miscellaneous
1 139 (20.35%) Analytical Skills
2 76 (11.13%) Management Information System
3 51 (7.47%) Computer Science
4 39 (5.71%) Data Structures
5 34 (4.98%) Reference Data
6 26 (3.81%) Life Science
7 22 (3.22%) Fintech
8 21 (3.07%) NHS
9 19 (2.78%) Credit Risk
10 11 (1.61%) Enterprise Software
10 11 (1.61%) Fixed Income
11 8 (1.17%) Algorithms
11 8 (1.17%) Derivative
12 7 (1.02%) Reinsurance
13 5 (0.73%) Equities
13 5 (0.73%) PMI
13 5 (0.73%) Streaming Media
13 5 (0.73%) User Experience
14 4 (0.59%) Foreign Exchange (FX)
14 4 (0.59%) Online Banking
Operating Systems
1 49 (7.17%) Linux
2 43 (6.30%) Unix
3 30 (4.39%) Windows
4 8 (1.17%) Solaris
5 1 (0.15%) Windows Server
5 1 (0.15%) Windows Server 2008
Processes & Methodologies
1 235 (34.41%) Business Intelligence
2 208 (30.45%) Analytics
3 206 (30.16%) Data Management
4 155 (22.69%) ETL
5 145 (21.23%) Data Modelling
6 124 (18.16%) Agile Software Development
7 106 (15.52%) Data Analysis
8 105 (15.37%) Data Governance
9 101 (14.79%) Visualisation
10 76 (11.13%) Data Analytics
10 76 (11.13%) Data Integration
11 75 (10.98%) Data Architecture
11 75 (10.98%) Migration
12 68 (9.96%) Data Cleansing
12 68 (9.96%) Master Data Management
13 63 (9.22%) CRM
13 63 (9.22%) Stakeholder Management
14 58 (8.49%) Data Migration
15 51 (7.47%) Data Visualisation
16 50 (7.32%) Data Strategy
Programming Languages
1 324 (47.44%) SQL
2 66 (9.66%) T-SQL
3 64 (9.37%) Java
3 64 (9.37%) Python
4 42 (6.15%) PL/SQL
5 37 (5.42%) R
6 32 (4.69%) VBA
7 21 (3.07%) Scala
8 10 (1.46%) C#
9 9 (1.32%) Data Analysis Expressions (DAX)
10 8 (1.17%) Apex Code
10 8 (1.17%) Groovy
10 8 (1.17%) Perl
11 6 (0.88%) MATLAB
12 5 (0.73%) JavaScript
12 5 (0.73%) PHP
12 5 (0.73%) Shell Script
12 5 (0.73%) VB
13 4 (0.59%) C++
14 3 (0.44%) C
Qualifications
1 112 (16.40%) Degree
2 6 (0.88%) PMI Certification
2 6 (0.88%) PMP
3 4 (0.59%) Microsoft Certification
3 4 (0.59%) PhD
3 4 (0.59%) Security Cleared
4 3 (0.44%) SC Cleared
5 2 (0.29%) MCP
5 2 (0.29%) Postgraduate
5 2 (0.29%) Six Sigma Green Belt
6 1 (0.15%) CIMA
6 1 (0.15%) MBA
6 1 (0.15%) PRINCE2 Certification
Quality Assurance & Compliance
1 33 (4.83%) QA
2 21 (3.07%) GDPR
3 8 (1.17%) IFRS
3 8 (1.17%) IFRS 9
3 8 (1.17%) SLA
3 8 (1.17%) Solvency II
4 7 (1.02%) PMO
5 6 (0.88%) IAS 39
6 2 (0.29%) HL7
6 2 (0.29%) SEPA
6 2 (0.29%) TARGET2
7 1 (0.15%) Actionable Recommendations
7 1 (0.15%) Dodd-Frank
7 1 (0.15%) EMIR
7 1 (0.15%) ISO/IEC 27001
7 1 (0.15%) PCI DSS
7 1 (0.15%) Sarbanes-Oxley
System Software
1 8 (1.17%) Apache Flume
1 8 (1.17%) HDFS
2 4 (0.59%) Apache ZooKeeper
3 2 (0.29%) Hyper-V
4 1 (0.15%) Active Directory
4 1 (0.15%) Virtual Desktop
Systems Management
1 11 (1.61%) Kibana
2 7 (1.02%) Oozie
3 5 (0.73%) Ambari
3 5 (0.73%) Hadoop YARN
4 2 (0.29%) Puppet
5 1 (0.15%) Ganglia
5 1 (0.15%) Nagios
5 1 (0.15%) Opscode Chef
5 1 (0.15%) Tivoli
Vendors
1 134 (19.62%) Microsoft
2 94 (13.76%) Oracle
3 71 (10.40%) Tableau
4 51 (7.47%) Informatica
5 38 (5.56%) Salesforce.com
6 37 (5.42%) SAP
7 31 (4.54%) Talend
8 17 (2.49%) Teradata
9 12 (1.76%) Hortonworks
10 10 (1.46%) Trillium
11 9 (1.32%) Ab Initio
11 9 (1.32%) Cognos
11 9 (1.32%) MicroStrategy
12 8 (1.17%) Bloomberg
12 8 (1.17%) Cadence
12 8 (1.17%) MuleSoft
12 8 (1.17%) Netezza
13 7 (1.02%) Alteryx
14 6 (0.88%) RedGate
15 5 (0.73%) Cloudera
London
Venturi
Salary: £35000.00 - £50000.00 per annum + Benefits
Posted: 1 hour ago
London
Interquest - Korus Group - Brighton
Salary: £40000 - £50000 per annum
Posted: Yesterday
City, London
I3
Salary: £75000 - £85000 per annum + benefits + bonus
Posted: 21 hours ago
London
Joseph Harry Ltd
Salary: £30000 - £45000 per annum + 25% Bonus + 10% Pension
Posted: 59 minutes ago
London
Interquest - Korus Group - Brighton
Salary: £60000 - £65000 per annum
Posted: Yesterday
Southwark
RM Plc
Salary: £35000 - £50000 per annum + benefits
Posted: Yesterday
South East London
RM plc
Salary: £35000 - £50000 per annum + benefits
Posted: Yesterday
London
BAE Systems Applied Intelligence
Salary: Competitive & excellent benefits
Posted: Yesterday
City, London
Lorien Resourcing
Salary: £90000 - £110000 per annum + bonus + benefits + car allowance
Posted: 15 hours ago
City, London
ANSON MCCADE
Salary: £75,000 - £90,000 + generous bonus and car allowance plus much more!
Posted: Yesterday
Kingston Upon Thames, London
Lifecycle Resources Ltd
Salary: bonus and benefits
Posted: Yesterday
London
UBS
Posted: 5 hours ago
City, London
ARC IT Recruitment Ltd
Salary: Circa £55K Plus Bonus & Benefits
Posted: 4 days ago
City, London
Single Source Regulations Office
Posted: 4 days ago
City, London
Single Source Regulations Office
Salary: 50000
Posted: Yesterday
Central London / West End
Third Republic Ltd
Salary: Up to £80,000 per annum
Posted: 6 days ago
North London
The Bridge Ltd
Salary: From £60,000 to £70,000 per annum 20% Bonus, Healthcare, Contributory
Posted: 5 days ago
London, UK
Dulwich Picture Gallery
Salary: Highly Competitive Plus Benefits
Posted: 6 days ago
City of London
Computer Futures
Salary: competitive
Posted: 5 days ago
City of London
Michael Page Technology
Salary: £45000 - £55000 per annum + benefits
Posted: 8 days ago
London
Hudson IT
Salary: £650 per annum
Posted: 5 days ago
London
Maclean Moore Consulting
Salary: From £150,000 to £190,000 per annum
Posted: 4 days ago
City of London
Computer Futures
Salary: competitive
Posted: 16 days ago
City, London
Charles Taylor plc
Salary: Market related
Posted: 6 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 13 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 13 days ago
London
ReThink Recruitment
Salary: BENEFITS PACKAGE
Posted: 2 days ago
London
Venturi
Salary: £55000.00 - £70000.00 per annum + 10% bonus & benefits
Posted: 19 days ago
City of London
Michael Page Technology
Salary: £40000 - £51000 per annum + benefits
Posted: 18 days ago
West London
TRILATERAL RESEARCH LTD
Posted: 18 days ago