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 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Data Quality
Rank 294 294 300
Rank change year-on-year
0 +6
Permanent jobs citing Data Quality 405 468 463
As % of all permanent IT jobs located in London 1.03% 1.05% 0.96%
As % of the Quality Assurance & Compliance category 8.69% 8.95% 8.05%
Number of salaries quoted 324 376 360
Median salary £60,000 £57,500 £59,000
Median salary % change year-on-year
+4.34% -2.54%
90% offered a salary of more than £40,000 £40,000 £37,950
10% offered a salary of more than £90,000 £93,750 £82,500
UK excluding London median salary £45,000 £45,000 £47,250
% change year-on-year
- -4.76%
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
4659 5229 5755
As % of all permanent IT jobs located in London 11.82% 11.76% 11.97%
Number of salaries quoted 3833 4248 4520
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 £35,000 £35,000 £35,000
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £42,500 £40,500
% change year-on-year
+5.88% +4.93%

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 27 July 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 27 July 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 -3 73 £57,500 - 11
Wimbledon -5 11 - -
Harrow - 3 - -
Sidcup - 3 £42,750 -
Chiswick - 2 - -
Croydon -8 1 £21,500 -54.73% 1
Romford - 1 £42,500 -
Wembley - 1 £37,500 -
Westminster - 1 £40,000 -
Beckenham - 1 £42,500 - 1
Data Quality
England

Data Quality
Top 30 Related IT Skills in London

For the 6 months to 27 July 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.

1 416 (47.43%) SQL
2 366 (41.73%) Business Intelligence
3 334 (38.08%) Data Warehouse
4 325 (37.06%) ETL
5 305 (34.78%) Data Management
6 299 (34.09%) Finance
7 286 (32.61%) Analytics
8 260 (29.65%) Data Modelling
9 255 (29.08%) SQL Server
10 245 (27.94%) Analytical Skills
11 200 (22.81%) Oracle
12 197 (22.46%) Data Governance
13 167 (19.04%) Microsoft
14 163 (18.59%) Data Analysis
15 156 (17.79%) Agile Software Development
16 146 (16.65%) SQL Server Integration Services
16 146 (16.65%) Tableau
17 145 (16.53%) SQL Server Reporting Services
18 142 (16.19%) Data Architecture
19 135 (15.39%) CRM
20 126 (14.37%) Marketing
21 121 (13.80%) Informatica
22 120 (13.68%) Degree
23 116 (13.23%) Master Data Management
24 109 (12.43%) Relational Database
24 109 (12.43%) Visualisation
25 108 (12.31%) Data Integration
26 106 (12.09%) MS Excel
27 104 (11.86%) Big Data
28 103 (11.74%) Management Information System

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 74 (8.44%) SAS
2 34 (3.88%) SharePoint
3 7 (0.80%) Tomcat
4 5 (0.57%) Apache Spark
5 4 (0.46%) Apache Pig
5 4 (0.46%) PowerExchange
6 3 (0.34%) Oracle Application Server
6 3 (0.34%) Oracle Workflow
6 3 (0.34%) WebLogic
6 3 (0.34%) WebSphere
7 2 (0.23%) Apache Solr
7 2 (0.23%) CMS
7 2 (0.23%) Documentum
8 1 (0.11%) Apache
8 1 (0.11%) Confluence
8 1 (0.11%) Elasticsearch
8 1 (0.11%) IBM Notes
8 1 (0.11%) IIS
8 1 (0.11%) NetWeaver
Applications
1 106 (12.09%) MS Excel
2 19 (2.17%) MS Office
3 16 (1.82%) SPSS
4 13 (1.48%) MS Visio
5 11 (1.25%) MS PowerPoint
6 5 (0.57%) GNU Octave
7 1 (0.11%) Adobe Creative Suite
7 1 (0.11%) Adobe Illustrator
7 1 (0.11%) OmniGraffle
7 1 (0.11%) Photoshop
7 1 (0.11%) Spreadsheet
Business Applications
1 12 (1.37%) Salesforce.com CRM
2 10 (1.14%) Dynamics CRM
3 9 (1.03%) Oracle EBS
4 8 (0.91%) Adobe Campaign
5 7 (0.80%) SAP HR
6 6 (0.68%) FastStats PeopleStage
6 6 (0.68%) Markit EDM
6 6 (0.68%) Unica
7 5 (0.57%) Oracle CRM
8 4 (0.46%) Cognos Business Intelligence
9 3 (0.34%) Dynamics AX
9 3 (0.34%) IBM Operational Decision Manager
9 3 (0.34%) Maximo
9 3 (0.34%) Oracle BPM
9 3 (0.34%) Oracle Financials
10 2 (0.23%) Eloqua
10 2 (0.23%) FastStats
10 2 (0.23%) MetaTrader
10 2 (0.23%) Northgate Housing
10 2 (0.23%) Oracle iProcurement
Cloud Services
1 26 (2.96%) Amazon AWS
2 24 (2.74%) Microsoft Azure
3 21 (2.39%) Force.com
4 11 (1.25%) SaaS
5 10 (1.14%) Cloud Computing
6 6 (0.68%) BlueKai
7 5 (0.57%) Adobe Analytics
7 5 (0.57%) iPaaS
7 5 (0.57%) Oracle CX
8 2 (0.23%) GitHub
8 2 (0.23%) Google Cloud Platform
9 1 (0.11%) FinancialForce.com
9 1 (0.11%) Google Analytics
9 1 (0.11%) IaaS
9 1 (0.11%) PaaS
Communications & Networking
1 4 (0.46%) DSL
1 4 (0.46%) Intranet
2 3 (0.34%) Internet
2 3 (0.34%) Kerberos
2 3 (0.34%) Wireless
3 2 (0.23%) HTTP
3 2 (0.23%) HTTPS
4 1 (0.11%) SSL
Database & Business Intelligence
1 334 (38.08%) Data Warehouse
2 255 (29.08%) SQL Server
3 146 (16.65%) SQL Server Integration Services
4 145 (16.53%) SQL Server Reporting Services
5 109 (12.43%) Relational Database
6 104 (11.86%) Big Data
7 86 (9.81%) QlikView
8 82 (9.35%) SQL Server Analysis Services
9 80 (9.12%) BusinessObjects
10 60 (6.84%) Hadoop
10 60 (6.84%) SQL Server 2008
10 60 (6.84%) SQL Server 2012
11 47 (5.36%) Data Mining
12 46 (5.25%) Power BI
13 45 (5.13%) SQL Server 2014
14 44 (5.02%) PowerPivot
15 43 (4.90%) Data Mart
15 43 (4.90%) OLAP
16 38 (4.33%) Spotfire
17 26 (2.96%) Enterprise Data Warehouse
Development Applications
1 26 (2.96%) Talend Open Studio
2 25 (2.85%) Oracle APEX
3 22 (2.51%) ERwin
4 11 (1.25%) JIRA
5 9 (1.03%) Oracle Forms
5 9 (1.03%) SQL Server Management Studio (SSMS)
5 9 (1.03%) Team Foundation Server
6 8 (0.91%) Visual Studio
7 4 (0.46%) Eclipse
7 4 (0.46%) JSUnit
7 4 (0.46%) PowerDesigner
8 3 (0.34%) Lombardi
8 3 (0.34%) TestDirector
9 2 (0.23%) Bugzilla
9 2 (0.23%) Git (software)
9 2 (0.23%) Jasmine
9 2 (0.23%) LSMW
9 2 (0.23%) Octopus Deploy
9 2 (0.23%) Subversion
10 1 (0.11%) SoapUI
General
1 299 (34.09%) Finance
2 126 (14.37%) Marketing
3 65 (7.41%) Banking
4 58 (6.61%) Retail
5 49 (5.59%) Legal
6 23 (2.62%) Publishing
7 19 (2.17%) Investment Banking
8 17 (1.94%) Telecoms
9 14 (1.60%) Front Office
9 14 (1.60%) Retail Banking
10 13 (1.48%) Games
11 12 (1.37%) Financial Institution
12 11 (1.25%) Advertising
13 10 (1.14%) Back Office
13 10 (1.14%) Law
14 7 (0.80%) Billing
14 7 (0.80%) Corporate Banking
15 6 (0.68%) Manufacturing
15 6 (0.68%) Private Banking
16 4 (0.46%) International Banking
Job Titles
1 259 (29.53%) Analyst
2 148 (16.88%) Architect
3 143 (16.31%) Developer
4 128 (14.60%) Data Analyst
5 100 (11.40%) Data Architect
6 76 (8.67%) Consultant
7 65 (7.41%) SQL Analyst
8 54 (6.16%) Business Analyst
9 51 (5.82%) Business Intelligence Developer
10 48 (5.47%) Business Intelligence Analyst
10 48 (5.47%) Data Manager
11 45 (5.13%) SQL Developer
12 42 (4.79%) Administrator
13 41 (4.68%) SQL Data Analyst
14 33 (3.76%) Technical Architect
15 30 (3.42%) Business Intelligence Consultant
15 30 (3.42%) Financial Analyst
16 29 (3.31%) Data Consultant
17 27 (3.08%) Data Quality Analyst
18 26 (2.96%) Salesforce.com Architect
Libraries, Frameworks & Software Standards
1 75 (8.55%) .NET
2 57 (6.50%) Web Services
3 51 (5.82%) MDX
4 37 (4.22%) XML
5 22 (2.51%) REST
6 18 (2.05%) HTML
7 16 (1.82%) COM
7 16 (1.82%) SOAP
8 13 (1.48%) CSS
9 11 (1.25%) Oracle Fusion
10 10 (1.14%) Middleware
11 9 (1.03%) Velocity
12 8 (0.91%) JSON
13 7 (0.80%) AngularJS
13 7 (0.80%) HTML5
13 7 (0.80%) XSD
14 6 (0.68%) CSS3
14 6 (0.68%) JSP
14 6 (0.68%) Natural Language Processing
15 5 (0.57%) Twitter Bootstrap
Miscellaneous
1 245 (27.94%) Analytical Skills
2 109 (12.43%) Visualisation
3 108 (12.31%) Data Integration
4 103 (11.74%) Management Information System
5 76 (8.67%) Computer Science
6 52 (5.93%) Mathematics
7 46 (5.25%) Data Structures
8 41 (4.68%) Statistics
9 35 (3.99%) Enterprise Software
10 32 (3.65%) Reference Data
11 24 (2.74%) Data Protection Act
12 19 (2.17%) Performance Metrics
13 18 (2.05%) Data Extraction
13 18 (2.05%) Derivative
14 15 (1.71%) Replication
15 14 (1.60%) Economics
15 14 (1.60%) Equities
16 13 (1.48%) Taxonomies
17 12 (1.37%) Virtual Team
18 11 (1.25%) Online Games
Operating Systems
1 17 (1.94%) Unix
1 17 (1.94%) Windows
2 11 (1.25%) Linux
3 5 (0.57%) Windows Server
4 1 (0.11%) Windows 2000
4 1 (0.11%) Windows XP
Processes & Methodologies
1 366 (41.73%) Business Intelligence
2 325 (37.06%) ETL
3 305 (34.78%) Data Management
4 286 (32.61%) Analytics
5 260 (29.65%) Data Modelling
6 197 (22.46%) Data Governance
7 163 (18.59%) Data Analysis
8 156 (17.79%) Agile Software Development
9 142 (16.19%) Data Architecture
10 135 (15.39%) CRM
11 116 (13.23%) Master Data Management
12 99 (11.29%) Migration
13 87 (9.92%) Data Analytics
14 86 (9.81%) Information Management
15 85 (9.69%) Kimball Methodology
16 79 (9.01%) Stakeholder Management
17 71 (8.10%) Data Migration
18 65 (7.41%) Quality Management
19 62 (7.07%) Project Management
20 58 (6.61%) Data Protection
Programming Languages
1 416 (47.43%) SQL
2 97 (11.06%) T-SQL
3 69 (7.87%) Java
4 48 (5.47%) VBA
5 45 (5.13%) C#
5 45 (5.13%) PL/SQL
6 44 (5.02%) Python
7 38 (4.33%) Data Analysis Expressions (DAX)
7 38 (4.33%) R
8 33 (3.76%) Apex Code
9 18 (2.05%) VB
10 15 (1.71%) JavaScript
11 11 (1.25%) Perl
11 11 (1.25%) PHP
12 10 (1.14%) C
13 8 (0.91%) Scala
13 8 (0.91%) Shell Script
14 6 (0.68%) Groovy
14 6 (0.68%) SOQL
14 6 (0.68%) SOSL
Qualifications
1 120 (13.68%) Degree
2 14 (1.60%) SAS Certification
2 14 (1.60%) Security Cleared
3 8 (0.91%) DV Cleared
4 7 (0.80%) MBA
5 6 (0.68%) ISTQB
6 5 (0.57%) ISEB
7 4 (0.46%) SC Cleared
8 3 (0.34%) ITIL Certification
9 2 (0.23%) ACCA
9 2 (0.23%) CIMA
9 2 (0.23%) ISTQB Foundation Certification
9 2 (0.23%) PhD
9 2 (0.23%) SAP Certification
10 1 (0.11%) CIPD
10 1 (0.11%) CIPFA
10 1 (0.11%) CISM
10 1 (0.11%) CISSP
10 1 (0.11%) ECDL
Quality Assurance & Compliance
1 101 (11.52%) QA
2 16 (1.82%) Solvency II
3 9 (1.03%) EMIR
4 7 (0.80%) Dodd-Frank
4 7 (0.80%) SLA
5 6 (0.68%) PCI DSS
5 6 (0.68%) SSAE 16
6 5 (0.57%) COBIT
6 5 (0.57%) MiFID
7 4 (0.46%) FATCA
7 4 (0.46%) ISO/IEC 27001
8 2 (0.23%) CRD IV
9 1 (0.11%) Actionable Recommendations
9 1 (0.11%) HL7
9 1 (0.11%) SNOMED CT
System Software
1 6 (0.68%) Oracle RAC
2 4 (0.46%) HDFS
3 3 (0.34%) Oracle Clusterware
4 1 (0.11%) Apache Flume
Systems Management
1 5 (0.57%) Jitterbit
2 4 (0.46%) Data Guard
2 4 (0.46%) Oracle EDQ
3 3 (0.34%) Control-M
3 3 (0.34%) HP Quality Center
3 3 (0.34%) Oracle Flashback
3 3 (0.34%) Oracle RMAN
4 2 (0.23%) Cisco IPCC
4 2 (0.23%) EMC NetWorker
4 2 (0.23%) Systems Management Server (SMS)
5 1 (0.11%) Kibana
5 1 (0.11%) logstash
5 1 (0.11%) Nagios
Vendors
1 200 (22.81%) Oracle
2 167 (19.04%) Microsoft
3 146 (16.65%) Tableau
4 121 (13.80%) Informatica
5 92 (10.49%) Salesforce.com
6 66 (7.53%) SAP
7 41 (4.68%) Ab Initio
8 37 (4.22%) Teradata
9 32 (3.65%) Cognos
10 26 (2.96%) Talend
11 25 (2.85%) IBM
12 24 (2.74%) Netezza
13 15 (1.71%) Adobe
14 13 (1.48%) TIBCO
15 12 (1.37%) MicroStrategy
16 10 (1.14%) Cognizant
16 10 (1.14%) Sybase
17 9 (1.03%) Jaspersoft
18 8 (0.91%) Cloudera
18 8 (0.91%) Siebel
City, London
Empiric.com
Salary: From £65,000 to £75,000 per annum + benefits
Posted: 16 hours ago
City, London
Red10
Salary: £45000 - £50000 per annum
Posted: Yesterday
London
Harvey Nash plc
Salary: £80000 - £85000 per annum + Bonus & Excellent Package
Posted: Yesterday
City, London
Best Practice Talent Solutions
Salary: From £24,000 to £35,000 per annum Salary will be given based on experi
Posted: 17 hours ago
London
Big Wednesday Digital Ltd
Posted: Yesterday
City, London
Harris Rubbert Associates
Salary: £75,000 per annum + Bonus + Benefits
Posted: 2 days ago
City, London
Streamline Connections
Salary: £55000 - £60000.00 per annum + Benefits
Posted: Yesterday
London
Venturi
Salary: £70000 - £75000 per annum + Bonus + Benefits
Posted: Yesterday
London
Joseph Harry Ltd
Salary: £45000 - £60000 per annum + 25% Bonus + Pension
Posted: 4 days ago
Central London / West End
Venturi
Salary: £55000 - £60000 per annum + Bonus and Benefits
Posted: 6 days ago
City, London
Harvey Nash plc
Salary: £40000 per annum
Posted: 6 days ago
North London
Eutopia Solutions Ltd
Salary: £32000 - £45000 per annum + Benefits
Posted: 5 days ago
London
Joseph Harry Ltd
Salary: £30000 - £40000 per annum + 25% Bonus + 10% Pension
Posted: 4 days ago
London
Michael Page Technology
Salary: £25000 - £26000 per annum
Posted: 5 days ago
London
Bankside Recruitment
Salary: £60,000 - £85,000 per year
Posted: 5 days ago
London
Opilio Recruitment
Salary: £25k - 30k per year
Posted: 4 days ago
London
Experian
Salary: 25 days, pension, bupa
Posted: 8 days ago
London
Lawrence Harvey
Salary: £40000.00 - £70000.00 per annum + Benefits
Posted: 10 days ago
Beckenham
Capita plc
Salary: £40000 - £45000 per annum + Benefits
Posted: 7 days ago
London
Venturi
Salary: £70000 - £75000 per annum + Bonus + Benefits
Posted: 8 days ago
Central London / West End
The Start Up Loans Company
Salary: From £25,000 to £35,000 per annum
Posted: 19 days ago
London
Cancer Research UK
Salary: £38000 - £45000 per annum + Excellent benefits
Posted: 12 days ago
London
Success Appointments
Salary: Up to £60,000 per annum + impressive corporate benefits
Posted: 12 days ago
South East London
Lloyds Banking Group
Salary: £46755 - £64469 per annum
Posted: 13 days ago
London
Tata Consultancy services
Salary: £75,000 - £120,000+ per year
Posted: 15 days ago
London
BAE Systems Applied Intelligence
Posted: 27 days ago
London
Hays London City Cheapside
Salary: £40000.00 - £50000.00 per annum + Competitive Base + Bonus
Posted: 20 days ago
South East London
Lloyds Banking Group
Posted: 20 days ago
City of London
Huxley
Salary: £40000 - £75000 per annum + Bonus + Benefits
Posted: 22 days ago