The table below looks at the statistics for Data Quality skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Data Quality over the 3 months to 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Data Quality
Rank 276 260 323
Rank change year-on-year
-16 +63
Permanent jobs citing Data Quality 427 550 409
As % of all permanent IT jobs located in London 1.13% 1.25% 0.89%
As % of the Quality Assurance & Compliance category 9.05% 10.48% 7.59%
Number of salaries quoted 352 457 334
Median salary £58,750 £56,000 £57,500
Median salary % change year-on-year
+4.91% -2.60%
90% offered a salary of more than £40,000 £37,000 £37,500
10% offered a salary of more than £90,000 £85,000 £82,050
UK excluding London median salary £45,000 £45,000 £47,000
% change year-on-year
- -4.25%
Data Quality
England

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 London region.

Quality Assurance & Compliance Category
London
Permanent IT job ads with a match in the
Quality Assurance & Compliance category
4719 5250 5386
As % of all permanent IT jobs located in London 12.45% 11.92% 11.73%
Number of salaries quoted 3880 4291 4188
Median salary £60,000 £55,000 £54,000
Median salary % change year-on-year
+9.09% +1.85%
90% offered a salary of more than £35,000 £35,000 £34,500
10% offered a salary of more than £85,000 £77,500 £82,500
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

Data Quality
Jobs Demand Trend in London

The demand trend of job ads across the London 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 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 across the London region.

Data Quality Salary Trend in London

Data Quality
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Data Quality across the London region over the 3 months to 29 September 2016.

Data Quality Salary Histogram 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 29 September 2016. 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
(Click see detailed
statistics and trends)
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 -6 70 £57,500 +1.32% 13
Wimbledon +5 7 - -
Beckenham - 5 £42,500 - 1
Twickenham - 3 £32,500 - 1
Westminster - 3 £40,000 -
Canary Wharf +2 2 - -
Barnet - 2 £42,500 -
Croydon - 2 - - 1
Kingston Upon Thames - 2 £70,000 -
Bromley +6 1 - -
Romford - 1 £42,500 -
Data Quality
England

Data Quality
Top 30 Related IT Skills in London

For the 6 months to 29 September 2016, 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.

1 334 (41.49%) SQL
2 320 (39.75%) Business Intelligence
3 311 (38.63%) ETL
4 302 (37.52%) Data Management
5 271 (33.66%) Analytics
6 267 (33.17%) Finance
7 266 (33.04%) Data Warehouse
8 225 (27.95%) Analytical Skills
9 214 (26.58%) Data Modelling
10 208 (25.84%) Oracle
11 201 (24.97%) SQL Server
12 181 (22.48%) Microsoft
13 166 (20.62%) Data Governance
14 162 (20.12%) CRM
15 146 (18.14%) Agile Software Development
16 143 (17.76%) Data Analysis
17 140 (17.39%) Data Architecture
18 136 (16.89%) Master Data Management
19 131 (16.27%) Visualisation
20 128 (15.90%) MS Excel
21 117 (14.53%) SQL Server Integration Services
21 117 (14.53%) Degree
22 116 (14.41%) Migration
22 116 (14.41%) Informatica
23 114 (14.16%) Relational Database
24 110 (13.66%) SQL Server Reporting Services
24 110 (13.66%) Tableau
25 107 (13.29%) Salesforce.com
26 106 (13.17%) Marketing
27 103 (12.80%) Data Analytics

Data Quality
Top Related 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 44 (5.47%) SharePoint
2 41 (5.09%) SAS
3 11 (1.37%) IIS
4 10 (1.24%) Apache
5 9 (1.12%) Apache Spark
5 9 (1.12%) Tomcat
6 5 (0.62%) PowerExchange
7 3 (0.37%) Apache Pig
8 2 (0.25%) Adobe Experience Manager
8 2 (0.25%) Alfresco
8 2 (0.25%) Documentum
8 2 (0.25%) Elasticsearch
8 2 (0.25%) OpenStack
8 2 (0.25%) SharePoint 2013
9 1 (0.12%) CMS
9 1 (0.12%) Confluence
9 1 (0.12%) IBM Notes
9 1 (0.12%) NetWeaver
9 1 (0.12%) Oracle Application Server
9 1 (0.12%) WebLogic
Applications
1 128 (15.90%) MS Excel
2 41 (5.09%) MS Office
3 31 (3.85%) MS PowerPoint
4 17 (2.11%) SPSS
5 11 (1.37%) MS Visio
6 10 (1.24%) MS Project
7 4 (0.50%) GNU Octave
8 1 (0.12%) Adobe Creative Suite
8 1 (0.12%) Adobe Illustrator
8 1 (0.12%) OmniGraffle
8 1 (0.12%) Photoshop
Business Applications
1 26 (3.23%) Dynamics CRM
2 19 (2.36%) Oracle EBS
3 18 (2.24%) Salesforce.com CRM
4 8 (0.99%) Dynamics AX
4 8 (0.99%) SAP HR
5 7 (0.87%) Oracle CRM
6 6 (0.75%) SAP CRM
6 6 (0.75%) SAP MDM
7 5 (0.62%) Adobe Campaign
8 4 (0.50%) Cognos Business Intelligence
8 4 (0.50%) Eloqua
8 4 (0.50%) FastStats
8 4 (0.50%) FastStats PeopleStage
8 4 (0.50%) Unica
9 3 (0.37%) Oracle Financials
10 2 (0.25%) Northgate Housing
10 2 (0.25%) Oracle iProcurement
10 2 (0.25%) SAP PP
11 1 (0.12%) Hyperion Planning
11 1 (0.12%) Oracle BPM
Cloud Services
1 32 (3.98%) Microsoft Azure
2 31 (3.85%) Amazon AWS
3 24 (2.98%) Force.com
4 12 (1.49%) iPaaS
5 11 (1.37%) SaaS
6 8 (0.99%) Cloud Computing
7 7 (0.87%) Oracle CX
8 4 (0.50%) BlueKai
8 4 (0.50%) Google Analytics
9 2 (0.25%) AWS Lambda
9 2 (0.25%) GitHub
9 2 (0.25%) Google Cloud Platform
9 2 (0.25%) IaaS
9 2 (0.25%) Office 365
9 2 (0.25%) PaaS
10 1 (0.12%) Adobe Analytics
10 1 (0.12%) SuccessFactors
Communications & Networking
1 8 (0.99%) Intranet
2 4 (0.50%) DSL
3 3 (0.37%) Wireless
4 2 (0.25%) HTTPS
5 1 (0.12%) Broadband
5 1 (0.12%) HTTP
5 1 (0.12%) Internet
Database & Business Intelligence
1 266 (33.04%) Data Warehouse
2 201 (24.97%) SQL Server
3 117 (14.53%) SQL Server Integration Services
4 114 (14.16%) Relational Database
5 110 (13.66%) SQL Server Reporting Services
6 82 (10.19%) Big Data
7 74 (9.19%) QlikView
8 64 (7.95%) SQL Server Analysis Services
9 57 (7.08%) BusinessObjects
10 49 (6.09%) Hadoop
11 48 (5.96%) Power BI
12 32 (3.98%) Data Mining
12 32 (3.98%) SQL Server 2012
13 31 (3.85%) MySQL
14 30 (3.73%) SQL Server 2014
15 26 (3.23%) Oracle BI EE
16 25 (3.11%) PowerPivot
16 25 (3.11%) SQL Server 2008
17 23 (2.86%) Data Mart
17 23 (2.86%) OLAP
Development Applications
1 28 (3.48%) Oracle APEX
2 22 (2.73%) ERwin
2 22 (2.73%) Talend Open Studio
3 6 (0.75%) Eclipse
3 6 (0.75%) Oracle Forms
3 6 (0.75%) Visual Studio
4 4 (0.50%) JIRA
4 4 (0.50%) JSUnit
4 4 (0.50%) SQL Server Management Studio (SSMS)
4 4 (0.50%) Team Foundation Server
5 3 (0.37%) Git (software)
6 2 (0.25%) Jasmine
6 2 (0.25%) XMLSpy
7 1 (0.12%) Axure RP
7 1 (0.12%) LSMW
7 1 (0.12%) PowerDesigner
7 1 (0.12%) Subversion
7 1 (0.12%) TestDirector
General
1 267 (33.17%) Finance
2 106 (13.17%) Marketing
3 81 (10.06%) Retail
4 65 (8.07%) Banking
5 56 (6.96%) Legal
6 35 (4.35%) Investment Banking
7 23 (2.86%) Retail Banking
8 19 (2.36%) Corporate Banking
9 17 (2.11%) Front Office
9 17 (2.11%) Private Banking
10 16 (1.99%) Back Office
11 14 (1.74%) Publishing
12 8 (0.99%) Billing
12 8 (0.99%) Financial Institution
12 8 (0.99%) Telecoms
13 6 (0.75%) Advertising
14 5 (0.62%) Games
15 4 (0.50%) Pharmaceutical
16 2 (0.25%) Law
16 2 (0.25%) Military
Job Titles
1 219 (27.20%) Analyst
2 161 (20.00%) Architect
3 117 (14.53%) Data Architect
4 114 (14.16%) Data Analyst
5 113 (14.04%) Developer
6 72 (8.94%) Consultant
7 57 (7.08%) SQL Analyst
8 41 (5.09%) Business Intelligence Developer
9 38 (4.72%) Financial Analyst
10 37 (4.60%) Data Manager
10 37 (4.60%) Solutions Architect
11 36 (4.47%) Business Intelligence Analyst
11 36 (4.47%) Data Quality Analyst
12 34 (4.22%) Technical Architect
13 33 (4.10%) Business Analyst
13 33 (4.10%) Data Consultant
13 33 (4.10%) Quality Analyst
13 33 (4.10%) SQL Data Analyst
14 32 (3.98%) Administrator
14 32 (3.98%) Salesforce.com Architect
Libraries, Frameworks & Software Standards
1 72 (8.94%) .NET
2 58 (7.20%) Web Services
3 28 (3.48%) MDX
4 25 (3.11%) XML
5 17 (2.11%) COM
5 17 (2.11%) REST
6 15 (1.86%) SOAP
7 14 (1.74%) HTML
8 12 (1.49%) CSS
9 11 (1.37%) Oracle Fusion
10 9 (1.12%) Middleware
11 8 (0.99%) AngularJS
12 7 (0.87%) CSS3
13 6 (0.75%) HTML5
13 6 (0.75%) Twitter Bootstrap
14 5 (0.62%) Natural Language Processing
14 5 (0.62%) ODBC
15 4 (0.50%) Mason
15 4 (0.50%) Velocity
16 3 (0.37%) Visualforce
Miscellaneous
1 225 (27.95%) Analytical Skills
2 131 (16.27%) Visualisation
3 86 (10.68%) Data Integration
4 82 (10.19%) Management Information System
5 66 (8.20%) Computer Science
6 43 (5.34%) Enterprise Software
7 36 (4.47%) Reference Data
8 32 (3.98%) Mathematics
9 24 (2.98%) Data Structures
10 21 (2.61%) Statistics
11 20 (2.48%) Data Extraction
11 20 (2.48%) Replication
12 19 (2.36%) Data Protection Act
13 15 (1.86%) Performance Metrics
14 10 (1.24%) Derivative
15 9 (1.12%) Economics
15 9 (1.12%) Taxonomies
16 8 (0.99%) Virtual Team
17 7 (0.87%) Fixed Income
18 6 (0.75%) N-Tier
Operating Systems
1 21 (2.61%) Unix
2 18 (2.24%) Windows
3 11 (1.37%) Linux
4 2 (0.25%) Red Hat Enterprise Linux
Processes & Methodologies
1 320 (39.75%) Business Intelligence
2 311 (38.63%) ETL
3 302 (37.52%) Data Management
4 271 (33.66%) Analytics
5 214 (26.58%) Data Modelling
6 166 (20.62%) Data Governance
7 162 (20.12%) CRM
8 146 (18.14%) Agile Software Development
9 143 (17.76%) Data Analysis
10 140 (17.39%) Data Architecture
11 136 (16.89%) Master Data Management
12 116 (14.41%) Migration
13 103 (12.80%) Data Analytics
14 78 (9.69%) Data Migration
15 77 (9.57%) Information Management
16 76 (9.44%) Data Cleansing
17 75 (9.32%) Kimball Methodology
18 70 (8.70%) Stakeholder Management
19 62 (7.70%) Data Visualisation
19 62 (7.70%) SDLC
Programming Languages
1 334 (41.49%) SQL
2 79 (9.81%) T-SQL
3 56 (6.96%) Java
4 43 (5.34%) C#
4 43 (5.34%) VBA
5 40 (4.97%) Python
6 36 (4.47%) Apex Code
7 27 (3.35%) PL/SQL
8 26 (3.23%) Data Analysis Expressions (DAX)
8 26 (3.23%) R
9 21 (2.61%) JavaScript
10 14 (1.74%) PHP
11 13 (1.61%) VB
12 8 (0.99%) Perl
12 8 (0.99%) Shell Script
12 8 (0.99%) VB.NET
13 7 (0.87%) Groovy
13 7 (0.87%) Scala
14 4 (0.50%) SOQL
14 4 (0.50%) SOSL
Qualifications
1 117 (14.53%) Degree
2 6 (0.75%) MBA
3 5 (0.62%) Security Cleared
4 4 (0.50%) ITIL Certification
5 3 (0.37%) ISEB
5 3 (0.37%) ISTQB
5 3 (0.37%) PRINCE2 Certification
6 2 (0.25%) DV Cleared
6 2 (0.25%) SC Cleared
7 1 (0.12%) ACCA
7 1 (0.12%) CIMA
7 1 (0.12%) CIPD
7 1 (0.12%) CIPFA
7 1 (0.12%) PhD
7 1 (0.12%) SAP Certification
Quality Assurance & Compliance
1 79 (9.81%) QA
2 12 (1.49%) SLA
3 5 (0.62%) Dodd-Frank
3 5 (0.62%) EMIR
4 4 (0.50%) COBIT
4 4 (0.50%) ISO/IEC 27001
4 4 (0.50%) PCI DSS
4 4 (0.50%) Solvency II
5 3 (0.37%) MiFID
6 2 (0.25%) Actionable Recommendations
6 2 (0.25%) FATCA
6 2 (0.25%) HL7
6 2 (0.25%) SSAE 16
7 1 (0.12%) SNOMED CT
System Software
1 2 (0.25%) Oracle RAC
2 1 (0.12%) Active Directory
2 1 (0.12%) Apache Flume
2 1 (0.12%) Docker
2 1 (0.12%) HDFS
2 1 (0.12%) Oracle Clusterware
Systems Management
1 6 (0.75%) Control-M
2 5 (0.62%) Oracle EDQ
3 2 (0.25%) Data Guard
3 2 (0.25%) Jitterbit
4 1 (0.12%) HP Quality Center
4 1 (0.12%) Kibana
4 1 (0.12%) logstash
4 1 (0.12%) Nagios
4 1 (0.12%) Oracle Flashback
4 1 (0.12%) Oracle RMAN
Vendors
1 208 (25.84%) Oracle
2 181 (22.48%) Microsoft
3 116 (14.41%) Informatica
4 110 (13.66%) Tableau
5 107 (13.29%) Salesforce.com
6 77 (9.57%) SAP
7 31 (3.85%) Cognos
8 26 (3.23%) Ab Initio
9 24 (2.98%) Teradata
10 22 (2.73%) Talend
11 18 (2.24%) Netezza
12 16 (1.99%) Siebel
13 15 (1.86%) IBM
14 11 (1.37%) Adobe
15 10 (1.24%) MicroStrategy
15 10 (1.24%) Trillium
16 9 (1.12%) TIBCO
17 8 (0.99%) Northgate
18 7 (0.87%) Cognizant
18 7 (0.87%) Sybase
City, London
Harris Rubbert Associates
Salary: £80,000 per annum + Bonus + Benefits
Posted: 7 hours ago
City, London
HFG
Salary: £35000 - £45000 per annum
Posted: Yesterday
City, London
Asset Resourcing Ltd
Salary: £35000 - £36000 per annum + Brand new offices + Full Benefits
Posted: Yesterday
City, London
Best Practice Talent Solutions
Salary: From £25,000 to £35,000 per annum depending on experience and aptitude
Posted: 2 days ago
London
Best Practice Talent Solutions, Ltd
Posted: 2 days ago
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £75000.00 - £90000.00 per annum + bonus
Posted: Yesterday
London
Nigel Frank International Ltd
Posted: 2 days ago
London
Twenty Recruitment Group
Salary: £70000.00 - £80000.00 per annum + Benefits & Bonus
Posted: 3 days ago
City, London
Spencer Rose
Salary: From £45,000 to £50,000 per annum
Posted: 2 days ago
London
Venturi
Salary: £70000 - £80000 per annum + Bonus + Benefits
Posted: 2 days ago
City, London
Crimson Ltd
Salary: £24000 - £26000 per annum
Posted: 2 days ago
London
Parallel Consulting
Posted: 3 days ago
London
Twenty Recruitment Group
Salary: £65000.00 - £70000.00 per annum
Posted: 3 days ago
City of London
Mason Frank International
Posted: 2 days ago
London
Coded People
Salary: £75000 - £80000 per annum
Posted: Yesterday
London
Joseph Harry Ltd
Salary: £35000 - £50000 per annum + 25% Bonus + 10% Pension
Posted: 4 days ago
Twickenham
Michael Page Technology
Salary: £40000 - £45000 per annum + benefits
Posted: 8 days ago
Croydon, Surrey
Experis Ltd
Salary: £52969.00 - £62239.00 per annum + pension + benefits
Posted: 2 days ago
London
BAE Systems Applied Intelligence Ltd
Salary: Competitive
Posted: 13 days ago
London
McGregor Boyall
Salary: £65000 - £75000 per annum
Posted: 6 days ago
London
Twenty Recruitment Group
Salary: £60000 - £100000 per annum + Benefits & Bonus
Posted: 3 days ago
London
BAE Systems Applied Intelligence Ltd
Salary: Competitive
Posted: 13 days ago
City of London
KDR Recruitment
Salary: £80000 - £110000 per annum + Bonus + Excellent package
Posted: 6 days ago
London
Venturi
Salary: £70000 - £80000 per annum + Bonus + Benefits
Posted: 9 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 7 days ago
London
BAE Systems Applied Intelligence Ltd
Salary: Competitive
Posted: 13 days ago
London
Venturi
Salary: £65000 - £85000 per annum + Benefits
Posted: 13 days ago
City of London
Lawrence Harvey
Salary: £50000.00 - £60000.00 per annum + Gym, Travel Loan, Pension
Posted: 22 days ago
London
Churchill Frank International
Salary: £25000 - £35000 per annum + Pension / SAS & Tableau Training
Posted: 20 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 7 days ago