Period
to 23 July 2017

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 6 months to 23 July 2017 with a comparison to the same period in the previous 2 years.

Data Quality
England > London
6 months to
23 Jul 2017
Same period 2016 Same period 2015
Rank 298 311 338
Rank change year-on-year +13 +27 -15
Permanent jobs citing Data Quality 788 878 862
As % of all permanent IT jobs advertised in London 1.08% 1.07% 0.96%
As % of the Quality Assurance & Compliance category 8.20% 8.31% 7.58%
Number of salaries quoted 585 685 679
London median annual salary £57,500 £57,000 £60,000
Median salary % change year-on-year +0.88% -5.00% -
10th Percentile £35,400 £35,500 £36,250
90th Percentile £90,000 £88,750 £95,000
England median annual salary £50,000 £52,500 £52,500
% change year-on-year -4.76% - +5.00%

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 9610 10570 11366
As % of all permanent IT job vacancies advertised in London 13.17% 12.87% 12.72%
Number of salaries quoted 7070 8609 9172
London median annual salary £58,000 £55,000 £55,000
Median salary % change year-on-year +5.45% - +4.76%
10th Percentile £33,750 £32,500 £31,257
90th Percentile £85,000 £83,750 £85,000
England median annual salary £49,000 £50,000 £45,000
% change year-on-year -2.00% +11.11% -

Data Quality
Job Vacancy Trend in London

Job postings citing Data Quality as a percentage of all IT jobs advertised in London.

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 6 months to 23 July 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 6 months to 23 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +36 155 £55,000 +0.92% 14
Hammersmith - 9 £57,500 -
Westminster -5 7 £90,000 +125.00%
Twickenham - 6 £50,000 -
Wimbledon +18 3 £45,000 -30.77%
Kingston Upon Thames - 3 £34,000 -
Ealing - 2 £38,607 -
West End of London +4 1 £28,500 -55.29% 2
Bromley - 1 - - 1
West Drayton - 1 £30,000 -
Data Quality
England

For the 6 months to 23 July 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.

1 384 (48.73%) SQL
2 268 (34.01%) Business Intelligence
3 267 (33.88%) Data Management
4 264 (33.50%) Analytics
5 247 (31.35%) Data Warehouse
6 238 (30.20%) Finance
7 209 (26.52%) ETL
8 183 (23.22%) SQL Server
9 173 (21.95%) Analytical Skills
10 169 (21.45%) Data Governance
11 165 (20.94%) Data Modelling
12 161 (20.43%) Agile Software Development
13 159 (20.18%) Visualisation
14 156 (19.80%) Microsoft
15 134 (17.01%) Microsoft Excel
16 128 (16.24%) Degree
17 126 (15.99%) Tableau
18 115 (14.59%) Data Analysis
19 114 (14.47%) Big Data
20 107 (13.58%) Data Analytics
21 105 (13.32%) Management Information System
22 101 (12.82%) SQL Server Integration Services
23 98 (12.44%) Master Data Management
24 97 (12.31%) Data Integration
25 94 (11.93%) Retail
25 94 (11.93%) Oracle
26 93 (11.80%) Python
27 90 (11.42%) Information Management
28 84 (10.66%) Banking
28 84 (10.66%) CRM

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 59 (7.49%) SAS
2 42 (5.33%) Apache Spark
3 39 (4.95%) Apache
4 33 (4.19%) SharePoint
5 26 (3.30%) IIS
6 25 (3.17%) Elasticsearch
7 23 (2.92%) Tomcat
8 19 (2.41%) CMS
9 14 (1.78%) Sitecore CMS
10 12 (1.52%) Apache Airflow
11 7 (0.89%) Confluence
12 5 (0.63%) Oracle SOA Suite
12 5 (0.63%) SharePoint 2010
13 4 (0.51%) Apache Pig
14 3 (0.38%) SharePoint Server
15 2 (0.25%) MS Exchange
15 2 (0.25%) WebSphere
16 1 (0.13%) Apache Solr
16 1 (0.13%) Oracle Coherence
Applications
1 134 (17.01%) Microsoft Excel
2 41 (5.20%) Microsoft Office
3 24 (3.05%) Microsoft PowerPoint
4 23 (2.92%) SPSS
5 10 (1.27%) Spreadsheet
6 6 (0.76%) MS Visio
7 5 (0.63%) Microsoft Project
8 3 (0.38%) SPSS Modeler
8 3 (0.38%) Stata
Business Applications
1 17 (2.16%) Salesforce.com CRM
2 14 (1.78%) Raiser's Edge
3 13 (1.65%) Dynamics CRM
4 9 (1.14%) Dynamics AX
5 6 (0.76%) Oracle CRM
6 5 (0.63%) SAP MDG
6 5 (0.63%) SAP MDM
7 4 (0.51%) FastStats
8 3 (0.38%) Markit EDM
8 3 (0.38%) Workfront
9 2 (0.25%) Eloqua
9 2 (0.25%) Oracle Retail
9 2 (0.25%) SAP Oil and Gas
9 2 (0.25%) Siebel CRM
Cloud Services
1 53 (6.73%) Amazon AWS
2 51 (6.47%) Microsoft Azure
3 12 (1.52%) Amazon Kinesis
4 10 (1.27%) Force.com
4 10 (1.27%) Office 365
5 8 (1.02%) Google Analytics
5 8 (1.02%) PaaS
5 8 (1.02%) SaaS
6 5 (0.63%) iPaaS
7 4 (0.51%) Azure Machine Learning
7 4 (0.51%) GitHub
7 4 (0.51%) IaaS
8 3 (0.38%) Adobe Analytics
8 3 (0.38%) Dynamics 365
9 2 (0.25%) AdWords
9 2 (0.25%) FinancialForce.com
9 2 (0.25%) Google Cloud Platform
9 2 (0.25%) Google Tag Manager
9 2 (0.25%) Oracle CX
9 2 (0.25%) Salesforce Sales Cloud
Communications & Networking
1 4 (0.51%) LAN
1 4 (0.51%) WAN
2 3 (0.38%) Intranet
3 2 (0.25%) Broadband
4 1 (0.13%) DNS
4 1 (0.13%) Extranet
4 1 (0.13%) Kerberos
4 1 (0.13%) LDAP
4 1 (0.13%) PBX
4 1 (0.13%) Skype
4 1 (0.13%) TCP/IP
Database & Business Intelligence
1 247 (31.35%) Data Warehouse
2 183 (23.22%) SQL Server
3 114 (14.47%) Big Data
4 101 (12.82%) SQL Server Integration Services
5 83 (10.53%) SQL Server Reporting Services
6 77 (9.77%) Hadoop
7 71 (9.01%) Power BI
8 65 (8.25%) Relational Database
9 50 (6.35%) QlikView
10 46 (5.84%) BusinessObjects
11 44 (5.58%) Amazon Redshift
12 42 (5.33%) RDBMS
13 39 (4.95%) PostgreSQL
14 36 (4.57%) SQL Server Analysis Services
15 34 (4.31%) OLAP
16 31 (3.93%) MySQL
17 30 (3.81%) Data Mart
18 27 (3.43%) NoSQL
18 27 (3.43%) Spotfire
19 23 (2.92%) Pentaho
Development Applications
1 24 (3.05%) Talend Open Studio
2 17 (2.16%) Git (software)
3 11 (1.40%) JIRA
3 11 (1.40%) Maven
3 11 (1.40%) Rational Rhapsody
4 10 (1.27%) Subversion
5 9 (1.14%) Grunt
5 9 (1.14%) gulp
6 8 (1.02%) Ant
6 8 (1.02%) Bower
6 8 (1.02%) Gradle
6 8 (1.02%) PHPUnit
6 8 (1.02%) Vagrant
7 7 (0.89%) ERwin
8 5 (0.63%) Oracle APEX
9 3 (0.38%) Jenkins
9 3 (0.38%) TestRail
10 2 (0.25%) Visual Studio
11 1 (0.13%) Team Foundation Server
11 1 (0.13%) TestDirector
General
1 238 (30.20%) Finance
2 94 (11.93%) Retail
3 84 (10.66%) Banking
4 80 (10.15%) Marketing
5 57 (7.23%) Investment Banking
6 49 (6.22%) Retail Banking
7 45 (5.71%) Front Office
8 27 (3.43%) Legal
8 27 (3.43%) Publishing
9 25 (3.17%) Pharmaceutical
10 24 (3.05%) Corporate Banking
11 23 (2.92%) Private Banking
12 18 (2.28%) Telecoms
13 12 (1.52%) Games
14 11 (1.40%) Military
15 10 (1.27%) Aerospace
16 7 (0.89%) Financial Institution
17 6 (0.76%) Advertising
18 5 (0.63%) Law
19 4 (0.51%) Manufacturing
Job Titles
1 257 (32.61%) Analyst
2 113 (14.34%) Data Analyst
3 110 (13.96%) Developer
4 109 (13.83%) Architect
5 73 (9.26%) Data Architect
5 73 (9.26%) SQL Analyst
6 59 (7.49%) Data Quality Analyst
7 57 (7.23%) Business Analyst
8 56 (7.11%) Consultant
8 56 (7.11%) Data Manager
9 46 (5.84%) Quality Analyst
10 44 (5.58%) Data Engineer
10 44 (5.58%) SQL Developer
11 36 (4.57%) Data Consultant
12 34 (4.31%) Applications Support
13 33 (4.19%) ETL Developer
14 31 (3.93%) Analytics Manager
15 29 (3.68%) Support Analyst
16 28 (3.55%) Data Business Analyst
17 27 (3.43%) Excel Analyst
Libraries, Frameworks & Software Standards
1 33 (4.19%) Kafka
2 24 (3.05%) Web Services
3 22 (2.79%) XML
4 15 (1.90%) HTML
4 15 (1.90%) REST
5 13 (1.65%) Natural Language Processing
6 12 (1.52%) AngularJS
6 12 (1.52%) GraphX
6 12 (1.52%) NumPy
6 12 (1.52%) Pandas
6 12 (1.52%) SciPy
6 12 (1.52%) Scrapy
6 12 (1.52%) Serverless Framework
7 11 (1.40%) SOAP
8 10 (1.27%) CSS
9 9 (1.14%) .NET
9 9 (1.14%) Lucene
9 9 (1.14%) WSDL
9 9 (1.14%) XML Messaging
9 9 (1.14%) XSD
Miscellaneous
1 173 (21.95%) Analytical Skills
2 105 (13.32%) Management Information System
3 65 (8.25%) Data Structures
4 52 (6.60%) Computer Science
5 37 (4.70%) Reference Data
6 23 (2.92%) Life Science
7 18 (2.28%) Fintech
8 17 (2.16%) NHS
8 17 (2.16%) User Experience
9 16 (2.03%) Derivative
10 15 (1.90%) Foreign Exchange (FX)
11 13 (1.65%) Algorithms
12 12 (1.52%) Fixed Income
13 11 (1.40%) Social Network
14 10 (1.27%) Data Protection Act
14 10 (1.27%) Replication
15 9 (1.14%) Credit Risk
15 9 (1.14%) PMI
16 8 (1.02%) Enterprise Software
16 8 (1.02%) Taxonomies
Operating Systems
1 42 (5.33%) Windows
2 41 (5.20%) Unix
3 38 (4.82%) Linux
4 9 (1.14%) Windows Server
4 9 (1.14%) Windows Server 2008
5 8 (1.02%) Solaris
6 2 (0.25%) Windows Server 2012
7 1 (0.13%) Android
7 1 (0.13%) Windows 7
7 1 (0.13%) Windows 8
7 1 (0.13%) Windows XP
Processes & Methodologies
1 268 (34.01%) Business Intelligence
2 267 (33.88%) Data Management
3 264 (33.50%) Analytics
4 209 (26.52%) ETL
5 169 (21.45%) Data Governance
6 165 (20.94%) Data Modelling
7 161 (20.43%) Agile Software Development
8 159 (20.18%) Visualisation
9 115 (14.59%) Data Analysis
10 107 (13.58%) Data Analytics
11 98 (12.44%) Master Data Management
12 97 (12.31%) Data Integration
13 90 (11.42%) Information Management
14 84 (10.66%) CRM
15 81 (10.28%) Data Architecture
16 72 (9.14%) Project Management
17 71 (9.01%) Migration
18 70 (8.88%) Stakeholder Management
19 63 (7.99%) Data Visualisation
20 62 (7.87%) Quality Management
Programming Languages
1 384 (48.73%) SQL
2 93 (11.80%) Python
3 83 (10.53%) T-SQL
4 64 (8.12%) Java
5 62 (7.87%) R
6 45 (5.71%) PL/SQL
7 41 (5.20%) VBA
8 17 (2.16%) C#
9 13 (1.65%) C++
9 13 (1.65%) VB
10 11 (1.40%) JavaScript
10 11 (1.40%) PHP
11 10 (1.27%) Apex Code
11 10 (1.27%) Groovy
11 10 (1.27%) Perl
12 9 (1.14%) Scala
13 7 (0.89%) MATLAB
14 5 (0.63%) C
15 3 (0.38%) Bash Shell
15 3 (0.38%) X++
Qualifications
1 128 (16.24%) Degree
2 13 (1.65%) PhD
3 11 (1.40%) SC Cleared
3 11 (1.40%) Security Cleared
4 10 (1.27%) PMI Certification
4 10 (1.27%) PMP
5 8 (1.02%) Numerate Degree
6 6 (0.76%) Master's Degree
7 5 (0.63%) Computer Science Degree
8 4 (0.51%) Microsoft Certification
8 4 (0.51%) Postgraduate
9 2 (0.25%) CTC Cleared
9 2 (0.25%) DV Cleared
9 2 (0.25%) PRINCE2 Certification
9 2 (0.25%) Six Sigma Green Belt
10 1 (0.13%) ACCA
10 1 (0.13%) CCA
10 1 (0.13%) MBA
Quality Assurance & Compliance
1 52 (6.60%) QA
2 37 (4.70%) GDPR
3 10 (1.27%) Solvency II
4 8 (1.02%) IFRS
4 8 (1.02%) IFRS 9
5 6 (0.76%) IAS 39
6 5 (0.63%) GxP
6 5 (0.63%) ISO/IEC 27001
6 5 (0.63%) PCI DSS
6 5 (0.63%) SLA
7 4 (0.51%) MiFID
8 2 (0.25%) PMO
9 1 (0.13%) Actionable Recommendations
9 1 (0.13%) FATCA
9 1 (0.13%) Sarbanes-Oxley
System Software
1 4 (0.51%) Active Directory
1 4 (0.51%) Virtual Desktop
2 3 (0.38%) Hyper-V
3 2 (0.25%) Apache Flume
3 2 (0.25%) HDFS
3 2 (0.25%) Virtual Machines
4 1 (0.13%) Docker
4 1 (0.13%) XenApp
4 1 (0.13%) XenDesktop
Systems Management
1 12 (1.52%) Kibana
1 12 (1.52%) Puppet
2 3 (0.38%) EMC NetWorker
2 3 (0.38%) Nagios
3 2 (0.25%) Failover Clustering
3 2 (0.25%) Microsoft Clustering
4 1 (0.13%) Ambari
4 1 (0.13%) Hadoop YARN
4 1 (0.13%) HP Quality Center
4 1 (0.13%) Oozie
4 1 (0.13%) Opscode Chef
4 1 (0.13%) Systems Management Server (SMS)
4 1 (0.13%) Tivoli
Vendors
1 156 (19.80%) Microsoft
2 126 (15.99%) Tableau
3 94 (11.93%) Oracle
4 55 (6.98%) Informatica
5 53 (6.73%) Salesforce.com
6 51 (6.47%) SAP
7 24 (3.05%) Talend
8 22 (2.79%) Hortonworks
8 22 (2.79%) MapR
9 21 (2.66%) Alteryx
10 20 (2.54%) Cloudera
11 19 (2.41%) Cognizant
12 18 (2.28%) Teradata
13 15 (1.90%) Google
14 14 (1.78%) IBM
14 14 (1.78%) Sitecore
15 13 (1.65%) Cognos
15 13 (1.65%) MicroStrategy
15 13 (1.65%) Netezza
16 12 (1.52%) Siebel
London
Cognizant
Salary: Competitive
Posted: 2 days ago
City, London
I3
Salary: £60000 - £64000 per annum
Posted: 2 days ago
London
Marks Sattin
Salary: £45000 - £50000 per annum
Posted: 2 days ago
London
Agile Recruitment
Salary: £30000 - £70000 per annum + based on experience
Posted: 3 days ago
Croydon, Surrey
Salt
Salary: £40000.00 - £50000.00 per annum + benefits
Posted: 4 days ago
London
People Source Consulting
Salary: £44000 - £62000 per annum
Posted: 3 days ago
London
Eames Consulting
Salary: £90000 - £120000 per annum
Posted: 2 days ago
Bromley, Kent
Harvey Nash plc
Posted: 3 days ago
City, London
Eutopia Solutions Ltd
Salary: £50000 - £60000 per annum
Posted: 4 days ago
City, London
The Bridge Ltd
Salary: Up to £85,000 per annum
Posted: 6 days ago
London
Lawrence Harvey
Salary: £45000.00 - £85000.00 per annum + + 10% Bonus + £6k Car + Benefit
Posted: 3 days ago
Romford, Essex
Montash
Salary: £50000.00 - £65000.00 per annum
Posted: 6 days ago
City, London
The Bridge Ltd
Salary: Up to £50,000 per annum
Posted: 6 days ago
London
Venturi
Salary: £80000.00 - £120000.00 per annum + Bonus & Benefits
Posted: 5 days ago
London
Kindred Group
Posted: 11 days ago
City, London
Venturi
Salary: £80000 - £85000.00 per annum + bonus and full benefits
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £110,000 + Enticing Package
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £110,000 + Enticing Package
Posted: 5 days ago
London
Involved Solutions Ltd
Salary: £500.00 - £550.00 per day
Posted: 6 days ago
London
ISL
Salary: £30000.00 - £35000.00 per annum
Posted: 6 days ago
City, London
JM
Salary: £40000 - £45000 per annum
Posted: 6 days ago
Central London / West End
The Workshop
Salary: Unspecified
Posted: 16 days ago
City, London
Venturi
Salary: £45000 - £50000 per annum
Posted: 6 days ago
City, London
Computer People
Salary: £45000.00 - £50000.00 per annum + Benefits
Posted: 5 days ago
City, London
Mason Frank International
Posted: 6 days ago
Croydon, Surrey
LV
Salary: Competitive Salary + Benefits + Bonus
Posted: 20 days ago
London
Kindred Group
Posted: 11 days ago
London
Joseph Harry Ltd
Salary: £40000 - £55000 per annum + 20% Bonus + 10% Pension
Posted: 5 days ago
Central London / West End
Reed Business Information Ltd
Salary: From £50,000 to £55,000 per annum + bonus & extensive benefits
Posted: 20 days ago
London
Aviva
Salary: Competitive
Posted: 23 days ago