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 30 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Data Quality
Rank 290 253 336
Rank change year-on-year
-37 +83
Permanent jobs citing Data Quality 395 540 391
As % of all permanent IT jobs located in London 1.01% 1.25% 0.84%
As % of the Quality Assurance & Compliance category 8.27% 10.17% 7.12%
Number of salaries quoted 318 446 312
Median salary £61,250 £56,000 £57,500
Median salary % change year-on-year
+9.37% -2.60%
90% offered a salary of more than £40,000 £34,750 £37,500
10% offered a salary of more than £90,000 £88,750 £80,000
UK excluding London median salary £45,000 £45,000 £47,500
% change year-on-year
- -5.26%
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
4779 5312 5495
As % of all permanent IT jobs located in London 12.20% 12.25% 11.85%
Number of salaries quoted 3919 4317 4301
Median salary £60,000 £57,500 £52,500
Median salary % change year-on-year
+4.34% +9.52%
90% offered a salary of more than £35,500 £35,000 £35,000
10% offered a salary of more than £85,000 £77,500 £85,000
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 30 August 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 30 August 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 -15 64 £57,500 +1.32% 10
Wimbledon -4 9 - -
Beckenham - 4 £42,500 - 2
Croydon -5 2 £21,500 -54.73%
Barnet - 2 £42,500 -
Bromley -3 1 - -
Harrow - 1 - -
Romford - 1 £42,500 -
Twickenham - 1 - -
Wembley - 1 £37,500 -
Westminster - 1 £40,000 -
Data Quality
England

Data Quality
Top 30 Related IT Skills in London

For the 6 months to 30 August 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.

1 357 (44.29%) SQL
2 331 (41.07%) Business Intelligence
3 306 (37.97%) ETL
4 286 (35.48%) Data Warehouse
5 271 (33.62%) Data Management
6 270 (33.50%) Finance
6 270 (33.50%) Analytics
7 235 (29.16%) Analytical Skills
8 223 (27.67%) SQL Server
9 212 (26.30%) Data Modelling
10 203 (25.19%) Oracle
11 175 (21.71%) Microsoft
12 167 (20.72%) Data Governance
13 153 (18.98%) Agile Software Development
14 147 (18.24%) Data Analysis
15 145 (17.99%) CRM
16 131 (16.25%) SQL Server Reporting Services
17 128 (15.88%) Data Architecture
18 126 (15.63%) SQL Server Integration Services
19 125 (15.51%) Tableau
20 120 (14.89%) Informatica
21 118 (14.64%) Marketing
21 118 (14.64%) Master Data Management
22 114 (14.14%) Visualisation
23 113 (14.02%) Degree
24 109 (13.52%) MS Excel
25 101 (12.53%) Relational Database
26 99 (12.28%) Migration
27 96 (11.91%) Salesforce.com
28 93 (11.54%) Data Integration

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 50 (6.20%) SAS
2 44 (5.46%) SharePoint
3 10 (1.24%) Tomcat
4 8 (0.99%) Apache Spark
5 7 (0.87%) IIS
6 6 (0.74%) Apache
7 5 (0.62%) PowerExchange
8 3 (0.37%) Oracle Application Server
8 3 (0.37%) WebLogic
9 2 (0.25%) Adobe Experience Manager
9 2 (0.25%) Alfresco
9 2 (0.25%) Documentum
10 1 (0.12%) Apache Pig
10 1 (0.12%) CMS
10 1 (0.12%) Confluence
10 1 (0.12%) Elasticsearch
10 1 (0.12%) IBM Notes
10 1 (0.12%) NetWeaver
Applications
1 109 (13.52%) MS Excel
2 24 (2.98%) MS Office
3 19 (2.36%) MS PowerPoint
4 14 (1.74%) SPSS
5 10 (1.24%) MS Visio
6 7 (0.87%) MS Project
7 5 (0.62%) 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
8 1 (0.12%) Spreadsheet
Business Applications
1 20 (2.48%) Dynamics CRM
2 14 (1.74%) Salesforce.com CRM
3 12 (1.49%) Oracle EBS
4 8 (0.99%) Dynamics AX
4 8 (0.99%) SAP HR
5 7 (0.87%) Adobe Campaign
5 7 (0.87%) Oracle CRM
6 6 (0.74%) FastStats PeopleStage
6 6 (0.74%) Unica
7 4 (0.50%) Cognos Business Intelligence
7 4 (0.50%) Markit EDM
7 4 (0.50%) SAP MDM
8 3 (0.37%) Eloqua
8 3 (0.37%) Oracle BPM
8 3 (0.37%) Oracle Financials
9 2 (0.25%) FastStats
9 2 (0.25%) Northgate Housing
9 2 (0.25%) Oracle iProcurement
9 2 (0.25%) SAP PP
10 1 (0.12%) Oracle AML
Cloud Services
1 31 (3.85%) Microsoft Azure
2 26 (3.23%) Amazon AWS
3 21 (2.61%) Force.com
4 11 (1.36%) SaaS
5 10 (1.24%) Cloud Computing
6 8 (0.99%) iPaaS
7 7 (0.87%) Oracle CX
8 6 (0.74%) BlueKai
9 4 (0.50%) Adobe Analytics
10 2 (0.25%) GitHub
10 2 (0.25%) Google Analytics
10 2 (0.25%) Office 365
11 1 (0.12%) IaaS
11 1 (0.12%) PaaS
11 1 (0.12%) SuccessFactors
Communications & Networking
1 4 (0.50%) DSL
1 4 (0.50%) Intranet
2 3 (0.37%) Wireless
3 2 (0.25%) HTTPS
4 1 (0.12%) HTTP
4 1 (0.12%) Internet
Database & Business Intelligence
1 286 (35.48%) Data Warehouse
2 223 (27.67%) SQL Server
3 131 (16.25%) SQL Server Reporting Services
4 126 (15.63%) SQL Server Integration Services
5 101 (12.53%) Relational Database
6 93 (11.54%) Big Data
7 76 (9.43%) QlikView
8 71 (8.81%) SQL Server Analysis Services
9 68 (8.44%) BusinessObjects
10 50 (6.20%) Hadoop
11 45 (5.58%) Power BI
12 42 (5.21%) SQL Server 2012
13 40 (4.96%) SQL Server 2008
14 39 (4.84%) SQL Server 2014
15 36 (4.47%) PowerPivot
16 32 (3.97%) Data Mart
17 31 (3.85%) OLAP
18 26 (3.23%) Data Mining
18 26 (3.23%) Spotfire
19 25 (3.10%) MySQL
Development Applications
1 26 (3.23%) Oracle APEX
2 24 (2.98%) Talend Open Studio
3 18 (2.23%) ERwin
4 8 (0.99%) Oracle Forms
5 7 (0.87%) SQL Server Management Studio (SSMS)
5 7 (0.87%) Team Foundation Server
5 7 (0.87%) Visual Studio
6 5 (0.62%) Eclipse
7 4 (0.50%) JIRA
7 4 (0.50%) JSUnit
8 3 (0.37%) TestDirector
9 2 (0.25%) Git (software)
9 2 (0.25%) Jasmine
9 2 (0.25%) LSMW
9 2 (0.25%) PowerDesigner
9 2 (0.25%) Subversion
10 1 (0.12%) Axure RP
10 1 (0.12%) Hudson
10 1 (0.12%) Maven
10 1 (0.12%) XMLSpy
General
1 270 (33.50%) Finance
2 118 (14.64%) Marketing
3 70 (8.68%) Retail
4 58 (7.20%) Banking
5 54 (6.70%) Legal
6 28 (3.47%) Investment Banking
7 18 (2.23%) Retail Banking
8 17 (2.11%) Publishing
9 15 (1.86%) Front Office
10 14 (1.74%) Corporate Banking
11 13 (1.61%) Private Banking
12 11 (1.36%) Advertising
12 11 (1.36%) Back Office
13 10 (1.24%) Games
13 10 (1.24%) Telecoms
14 9 (1.12%) Billing
15 6 (0.74%) Financial Institution
15 6 (0.74%) Law
16 3 (0.37%) Pharmaceutical
17 2 (0.25%) Manufacturing
Job Titles
1 231 (28.66%) Analyst
2 144 (17.87%) Architect
3 123 (15.26%) Developer
4 113 (14.02%) Data Analyst
5 103 (12.78%) Data Architect
6 71 (8.81%) Consultant
7 63 (7.82%) SQL Analyst
8 43 (5.33%) Business Analyst
8 43 (5.33%) Business Intelligence Analyst
9 42 (5.21%) Data Manager
10 41 (5.09%) Business Intelligence Developer
11 39 (4.84%) SQL Data Analyst
12 38 (4.71%) Financial Analyst
13 33 (4.09%) Administrator
14 32 (3.97%) Technical Architect
15 31 (3.85%) SQL Developer
16 30 (3.72%) Solutions Architect
17 29 (3.60%) Salesforce.com Architect
18 28 (3.47%) Data Consultant
19 25 (3.10%) Data Quality Analyst
Libraries, Frameworks & Software Standards
1 79 (9.80%) .NET
2 56 (6.95%) Web Services
3 47 (5.83%) MDX
4 31 (3.85%) XML
5 22 (2.73%) REST
6 17 (2.11%) COM
7 16 (1.99%) HTML
7 16 (1.99%) SOAP
8 13 (1.61%) Oracle Fusion
9 12 (1.49%) CSS
10 8 (0.99%) AngularJS
10 8 (0.99%) HTML5
10 8 (0.99%) Velocity
11 7 (0.87%) CSS3
11 7 (0.87%) JSON
11 7 (0.87%) Middleware
12 6 (0.74%) Natural Language Processing
12 6 (0.74%) Twitter Bootstrap
13 5 (0.62%) JSP
13 5 (0.62%) XSD
Miscellaneous
1 235 (29.16%) Analytical Skills
2 114 (14.14%) Visualisation
3 93 (11.54%) Data Integration
4 91 (11.29%) Management Information System
5 58 (7.20%) Computer Science
6 41 (5.09%) Mathematics
7 35 (4.34%) Enterprise Software
8 33 (4.09%) Reference Data
9 31 (3.85%) Statistics
10 30 (3.72%) Data Structures
11 22 (2.73%) Data Protection Act
12 19 (2.36%) Performance Metrics
13 18 (2.23%) Data Extraction
13 18 (2.23%) Replication
14 16 (1.99%) Derivative
15 14 (1.74%) Equities
16 12 (1.49%) Virtual Team
17 11 (1.36%) Economics
18 9 (1.12%) Fixed Income
18 9 (1.12%) Taxonomies
Operating Systems
1 19 (2.36%) Windows
2 17 (2.11%) Unix
3 10 (1.24%) Linux
4 4 (0.50%) Windows Server
5 2 (0.25%) Red Hat Enterprise Linux
6 1 (0.12%) Windows 2000
6 1 (0.12%) Windows XP
Processes & Methodologies
1 331 (41.07%) Business Intelligence
2 306 (37.97%) ETL
3 271 (33.62%) Data Management
4 270 (33.50%) Analytics
5 212 (26.30%) Data Modelling
6 167 (20.72%) Data Governance
7 153 (18.98%) Agile Software Development
8 147 (18.24%) Data Analysis
9 145 (17.99%) CRM
10 128 (15.88%) Data Architecture
11 118 (14.64%) Master Data Management
12 99 (12.28%) Migration
13 90 (11.17%) Data Analytics
14 87 (10.79%) Information Management
15 82 (10.17%) Kimball Methodology
16 72 (8.93%) Stakeholder Management
17 69 (8.56%) Data Migration
18 61 (7.57%) Quality Management
19 60 (7.44%) SDLC
20 59 (7.32%) Project Management
Programming Languages
1 357 (44.29%) SQL
2 91 (11.29%) T-SQL
3 57 (7.07%) Java
4 50 (6.20%) C#
4 50 (6.20%) VBA
5 38 (4.71%) Python
6 35 (4.34%) PL/SQL
7 34 (4.22%) Apex Code
8 32 (3.97%) Data Analysis Expressions (DAX)
9 29 (3.60%) R
10 17 (2.11%) JavaScript
11 16 (1.99%) PHP
12 15 (1.86%) VB
13 11 (1.36%) Perl
14 8 (0.99%) Shell Script
15 7 (0.87%) Groovy
15 7 (0.87%) VB.NET
16 6 (0.74%) MATLAB
17 5 (0.62%) Scala
17 5 (0.62%) SOQL
Qualifications
1 113 (14.02%) Degree
2 11 (1.36%) Security Cleared
3 7 (0.87%) MBA
4 6 (0.74%) DV Cleared
5 5 (0.62%) SAS Certification
6 4 (0.50%) ITIL Certification
6 4 (0.50%) SC Cleared
7 3 (0.37%) ISEB
7 3 (0.37%) ISTQB
8 2 (0.25%) PhD
8 2 (0.25%) PRINCE2 Certification
8 2 (0.25%) SAP Certification
9 1 (0.12%) ACCA
9 1 (0.12%) CIMA
9 1 (0.12%) CIPD
9 1 (0.12%) CIPFA
9 1 (0.12%) ECDL
Quality Assurance & Compliance
1 88 (10.92%) QA
2 12 (1.49%) Solvency II
3 8 (0.99%) SLA
4 6 (0.74%) SSAE 16
5 5 (0.62%) PCI DSS
6 4 (0.50%) COBIT
6 4 (0.50%) Dodd-Frank
6 4 (0.50%) EMIR
6 4 (0.50%) ISO/IEC 27001
7 3 (0.37%) HL7
7 3 (0.37%) MiFID
8 1 (0.12%) Actionable Recommendations
8 1 (0.12%) FATCA
8 1 (0.12%) SNOMED CT
System Software
1 4 (0.50%) Oracle RAC
2 3 (0.37%) Oracle Clusterware
3 1 (0.12%) Active Directory
3 1 (0.12%) Apache Flume
3 1 (0.12%) HDFS
Systems Management
1 6 (0.74%) Control-M
2 5 (0.62%) Oracle EDQ
3 4 (0.50%) Data Guard
4 3 (0.37%) HP Quality Center
4 3 (0.37%) Jitterbit
4 3 (0.37%) Oracle Flashback
4 3 (0.37%) Oracle RMAN
5 2 (0.25%) Cisco IPCC
6 1 (0.12%) Kibana
6 1 (0.12%) logstash
6 1 (0.12%) Nagios
Vendors
1 203 (25.19%) Oracle
2 175 (21.71%) Microsoft
3 125 (15.51%) Tableau
4 120 (14.89%) Informatica
5 96 (11.91%) Salesforce.com
6 72 (8.93%) SAP
7 34 (4.22%) Ab Initio
8 29 (3.60%) Teradata
9 28 (3.47%) Cognos
10 24 (2.98%) Talend
11 23 (2.85%) Netezza
12 17 (2.11%) IBM
13 14 (1.74%) Adobe
14 12 (1.49%) MicroStrategy
14 12 (1.49%) TIBCO
15 10 (1.24%) Siebel
16 8 (0.99%) Jaspersoft
16 8 (0.99%) Northgate
17 7 (0.87%) Facebook
17 7 (0.87%) Sybase
City, London
Best Practice Talent Solutions
Salary: From £24,000 to £35,000 per annum Salary will be given based on experi
Posted: Yesterday
London
ReThink Recruitment
Salary: £40000 - £45000 per annum
Posted: 10 hours ago
City, London
Harris Rubbert Associates
Salary: Up to £80,000 per annum + Bonus + Benefits
Posted: 3 days ago
City, London
Red10
Salary: £45000 - £50000 per annum
Posted: 6 days ago
London
Harvey Nash plc
Salary: £80000 - £85000 per annum + Bonus & Excellent Package
Posted: 6 days ago
London
Polar Recruitment
Salary: £230 per day
Posted: 4 days ago
London
Venturi
Salary: £65000 - £85000 per annum + Benefits
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £85,000 - £95,000
Posted: 6 days ago
London
Harrington Starr
Posted: 5 days ago
City of London
Streamline Connections Ltd
Salary: £55000 - £60000.00 per annum + Benefits
Posted: 6 days ago
London
Mason Frank International
Salary: £75000 - £95000 per annum + bonus
Posted: 8 days ago
London
Joseph Harry Ltd
Salary: £35000 - £45000 per annum + 25% Bonus + 10% Pension
Posted: 6 days ago
London
Michael Page Technology
Salary: £25000 - £26000 per annum
Posted: 7 days ago
London
Nigel Frank International Ltd
Posted: 11 days ago
South West London
Cyber Team
Salary: From £20,000 to £25,000 per annum Benefits Package
Posted: 5 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 12 days ago
East London
Exponential-e Limited
Salary: From £30,000 to £40,000 per annum
Posted: 13 days ago
City Of London
HFG
Salary: £65000 - £75000 per annum
Posted: 13 days ago
City of London
Churchill Frank International
Salary: £45000 - £62000 per annum + competitive benefits package
Posted: 20 days ago
Beckenham
aap3
Salary: £40000 - £50000 per annum + Excellent Benefits
Posted: 19 days ago
City of London
Eligo Recruitment
Salary: £50000 - £60000 per annum + Excellent Benifits
Posted: 19 days ago
Beckenham
Ampersand Consulting
Salary: £40000 - £45000 per annum + Benefits
Posted: 19 days ago
London
BAE Systems Applied Intelligence Ltd
Salary: Competitive + Benefits
Posted: 25 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 15 days ago
London
Venturi
Salary: £70000 - £80000 per annum + Bonus + Benefits
Posted: 25 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 15 days ago
London
IQ Sales People
Salary: £65000 - £75000 per annum + Car allowance + Benefits
Posted: 18 days ago
London
360 Resourcing
Salary: £27,000 + benefits
Posted: 19 days ago