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

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Data Quality
Rank 306 334 299
Rank change year-on-year
+28 -35
Permanent jobs citing Data Quality 378 427 492
As % of all permanent IT jobs located in London 0.95% 0.96% 0.98%
As % of the Quality Assurance & Compliance category 8.26% 8.30% 8.18%
Number of salaries quoted 291 330 370
Median salary £57,500 £60,000 £60,000
Median salary % change year-on-year
-4.16% -
90% offered a salary of more than £37,500 £40,000 £40,000
10% offered a salary of more than £87,500 £90,000 £85,000
UK excluding London median salary £45,000 £42,500 £47,500
% change year-on-year
+5.88% -10.52%
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
4579 5142 6015
As % of all permanent IT jobs located in London 11.56% 11.50% 12.04%
Number of salaries quoted 3780 4203 4743
Median salary £57,500 £55,250 £52,500
Median salary % change year-on-year
+4.07% +5.23%
90% offered a salary of more than £35,650 £35,000 £35,000
10% offered a salary of more than £80,000 £80,000 £82,500
UK excluding London median salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

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 1 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 1 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 +21 74 £56,250 -2.17% 8
Wimbledon - 9 - -
Harrow - 3 - -
Sidcup - 3 £42,750 -
Chiswick - 2 - -
Croydon -11 1 £21,500 -54.73%
Romford - 1 £82,500 -
Wembley - 1 £37,500 -
Data Quality
England

Data Quality
Top 30 Related IT Skills in London

For the 6 months to 1 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.

1 458 (49.62%) SQL
2 390 (42.25%) Business Intelligence
3 352 (38.14%) Data Warehouse
4 325 (35.21%) ETL
5 323 (34.99%) Finance
5 323 (34.99%) Data Management
6 286 (30.99%) SQL Server
7 277 (30.01%) Analytics
8 260 (28.17%) Data Modelling
9 255 (27.63%) Analytical Skills
10 216 (23.40%) Data Governance
11 187 (20.26%) Oracle
12 171 (18.53%) Microsoft
12 171 (18.53%) Data Analysis
13 164 (17.77%) Agile Software Development
13 164 (17.77%) SQL Server Integration Services
14 153 (16.58%) SQL Server Reporting Services
15 148 (16.03%) Data Architecture
16 142 (15.38%) Tableau
17 129 (13.98%) CRM
18 124 (13.43%) Marketing
19 122 (13.22%) Degree
20 117 (12.68%) Data Integration
21 115 (12.46%) Informatica
22 111 (12.03%) MS Excel
23 110 (11.92%) QA
23 110 (11.92%) Big Data
23 110 (11.92%) Master Data Management
24 102 (11.05%) Management Information System
25 101 (10.94%) T-SQL

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 98 (10.62%) SAS
2 35 (3.79%) SharePoint
3 6 (0.65%) Apache Pig
3 6 (0.65%) Apache Spark
3 6 (0.65%) Tomcat
4 4 (0.43%) WebSphere
5 3 (0.33%) CMS
5 3 (0.33%) Oracle Application Server
5 3 (0.33%) Oracle Workflow
5 3 (0.33%) WebLogic
6 2 (0.22%) Apache Solr
6 2 (0.22%) Documentum
7 1 (0.11%) Elasticsearch
7 1 (0.11%) FileNet
7 1 (0.11%) IBM Notes
Applications
1 111 (12.03%) MS Excel
2 24 (2.60%) SPSS
3 22 (2.38%) MS Office
4 12 (1.30%) MS Visio
5 11 (1.19%) MS PowerPoint
6 5 (0.54%) 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 11 (1.19%) Oracle EBS
2 10 (1.08%) Salesforce.com CRM
3 8 (0.87%) Adobe Campaign
4 7 (0.76%) SAP HR
5 6 (0.65%) Dynamics CRM
5 6 (0.65%) FastStats PeopleStage
5 6 (0.65%) Markit EDM
5 6 (0.65%) Unica
6 5 (0.54%) Maximo
6 5 (0.54%) Oracle CRM
7 4 (0.43%) IBM Operational Decision Manager
8 3 (0.33%) MetaTrader
8 3 (0.33%) Oracle BPM
8 3 (0.33%) Oracle Financials
9 2 (0.22%) Northgate Housing
9 2 (0.22%) Oracle iProcurement
9 2 (0.22%) SAP PP
10 1 (0.11%) Cerner Millennium
10 1 (0.11%) Remedy ITSM
Cloud Services
1 25 (2.71%) Microsoft Azure
2 20 (2.17%) Amazon AWS
3 14 (1.52%) Force.com
4 11 (1.19%) SaaS
5 10 (1.08%) Cloud Computing
6 6 (0.65%) BlueKai
7 5 (0.54%) Adobe Analytics
7 5 (0.54%) Oracle CX
8 3 (0.33%) Google Cloud Platform
9 1 (0.11%) FinancialForce.com
9 1 (0.11%) Google Analytics
9 1 (0.11%) iPaaS
Communications & Networking
1 4 (0.43%) Intranet
1 4 (0.43%) Kerberos
2 3 (0.33%) Wireless
3 2 (0.22%) Internet
4 1 (0.11%) HTTP
4 1 (0.11%) SSL
Database & Business Intelligence
1 352 (38.14%) Data Warehouse
2 286 (30.99%) SQL Server
3 164 (17.77%) SQL Server Integration Services
4 153 (16.58%) SQL Server Reporting Services
5 110 (11.92%) Big Data
6 101 (10.94%) Relational Database
7 86 (9.32%) BusinessObjects
7 86 (9.32%) QlikView
8 82 (8.88%) SQL Server Analysis Services
9 77 (8.34%) SQL Server 2012
10 76 (8.23%) SQL Server 2008
11 64 (6.93%) Hadoop
12 60 (6.50%) Data Mining
13 57 (6.18%) SQL Server 2014
14 51 (5.53%) Data Mart
15 49 (5.31%) Power BI
16 43 (4.66%) OLAP
17 42 (4.55%) Spotfire
18 41 (4.44%) PowerPivot
19 32 (3.47%) Enterprise Data Warehouse
Development Applications
1 27 (2.93%) Talend Open Studio
2 21 (2.28%) Oracle APEX
3 17 (1.84%) JIRA
4 14 (1.52%) ERwin
5 11 (1.19%) SQL Server Management Studio (SSMS)
5 11 (1.19%) Team Foundation Server
6 9 (0.98%) Oracle Forms
7 8 (0.87%) Visual Studio
8 7 (0.76%) Axure RP
9 5 (0.54%) Octopus Deploy
10 4 (0.43%) Eclipse
10 4 (0.43%) Lombardi
10 4 (0.43%) PowerDesigner
11 3 (0.33%) Subversion
11 3 (0.33%) TestDirector
12 2 (0.22%) Ant
12 2 (0.22%) Bugzilla
12 2 (0.22%) Hudson
12 2 (0.22%) LSMW
12 2 (0.22%) Maven
General
1 323 (34.99%) Finance
2 124 (13.43%) Marketing
3 67 (7.26%) Banking
4 55 (5.96%) Retail
5 34 (3.68%) Legal
6 22 (2.38%) Publishing
7 19 (2.06%) Telecoms
8 18 (1.95%) Front Office
9 17 (1.84%) Back Office
9 17 (1.84%) Games
9 17 (1.84%) Investment Banking
10 16 (1.73%) Financial Institution
11 13 (1.41%) Law
12 11 (1.19%) Advertising
13 8 (0.87%) Billing
13 8 (0.87%) Manufacturing
13 8 (0.87%) Retail Banking
14 7 (0.76%) International Banking
15 5 (0.54%) General Ledger
16 4 (0.43%) Corporate Banking
Job Titles
1 283 (30.66%) Analyst
2 153 (16.58%) Developer
3 148 (16.03%) Data Analyst
4 134 (14.52%) Architect
5 86 (9.32%) Consultant
5 86 (9.32%) Data Architect
6 73 (7.91%) SQL Analyst
7 64 (6.93%) Business Analyst
8 59 (6.39%) SQL Developer
9 52 (5.63%) Data Manager
10 50 (5.42%) Business Intelligence Developer
11 47 (5.09%) Business Intelligence Analyst
11 47 (5.09%) SQL Data Analyst
12 44 (4.77%) Administrator
13 37 (4.01%) Business Intelligence Consultant
13 37 (4.01%) Data Consultant
14 31 (3.36%) Data Business Analyst
14 31 (3.36%) Data Quality Analyst
15 30 (3.25%) SSIS Developer
16 28 (3.03%) Quality Analyst
Libraries, Frameworks & Software Standards
1 73 (7.91%) .NET
2 53 (5.74%) Web Services
3 46 (4.98%) MDX
4 33 (3.58%) XML
5 21 (2.28%) HTML
6 18 (1.95%) REST
7 17 (1.84%) CSS
8 12 (1.30%) SOAP
9 10 (1.08%) COM
10 9 (0.98%) Oracle Fusion
10 9 (0.98%) Oracle GoldenGate
10 9 (0.98%) Velocity
11 7 (0.76%) JSON
11 7 (0.76%) Middleware
11 7 (0.76%) XSD
12 6 (0.65%) Ajax
12 6 (0.65%) CSS3
12 6 (0.65%) jQuery
12 6 (0.65%) JSP
12 6 (0.65%) Natural Language Processing
Miscellaneous
1 255 (27.63%) Analytical Skills
2 117 (12.68%) Data Integration
3 102 (11.05%) Management Information System
4 101 (10.94%) Visualisation
5 82 (8.88%) Computer Science
6 55 (5.96%) Mathematics
7 53 (5.74%) Data Structures
8 42 (4.55%) Statistics
9 32 (3.47%) Reference Data
10 30 (3.25%) Data Protection Act
10 30 (3.25%) Enterprise Software
11 19 (2.06%) Performance Metrics
12 18 (1.95%) Data Extraction
13 17 (1.84%) Economics
13 17 (1.84%) Taxonomies
14 15 (1.63%) Derivative
14 15 (1.63%) Equities
14 15 (1.63%) User Experience
15 14 (1.52%) Hedge funds
15 14 (1.52%) Replication
Operating Systems
1 20 (2.17%) Unix
2 17 (1.84%) Linux
3 15 (1.63%) Windows
4 5 (0.54%) Windows Server
5 1 (0.11%) Windows 2000
5 1 (0.11%) Windows XP
Processes & Methodologies
1 390 (42.25%) Business Intelligence
2 325 (35.21%) ETL
3 323 (34.99%) Data Management
4 277 (30.01%) Analytics
5 260 (28.17%) Data Modelling
6 216 (23.40%) Data Governance
7 171 (18.53%) Data Analysis
8 164 (17.77%) Agile Software Development
9 148 (16.03%) Data Architecture
10 129 (13.98%) CRM
11 110 (11.92%) Master Data Management
12 98 (10.62%) Migration
13 87 (9.43%) Kimball Methodology
14 86 (9.32%) Data Analytics
15 84 (9.10%) Information Management
16 77 (8.34%) Stakeholder Management
17 74 (8.02%) Data Migration
18 68 (7.37%) Data Protection
19 66 (7.15%) Quality Management
20 63 (6.83%) Project Management
Programming Languages
1 458 (49.62%) SQL
2 101 (10.94%) T-SQL
3 68 (7.37%) Java
4 51 (5.53%) VBA
5 49 (5.31%) PL/SQL
5 49 (5.31%) R
6 45 (4.88%) C#
7 44 (4.77%) Python
8 35 (3.79%) Data Analysis Expressions (DAX)
9 27 (2.93%) Apex Code
10 23 (2.49%) VB
11 15 (1.63%) C
12 11 (1.19%) Shell Script
13 9 (0.98%) Perl
13 9 (0.98%) Scala
14 7 (0.76%) MATLAB
14 7 (0.76%) PHP
15 6 (0.65%) Groovy
15 6 (0.65%) JavaScript
15 6 (0.65%) SOQL
Qualifications
1 122 (13.22%) Degree
2 19 (2.06%) Security Cleared
3 18 (1.95%) SAS Certification
4 11 (1.19%) DV Cleared
5 7 (0.76%) MBA
6 6 (0.65%) ISTQB
6 6 (0.65%) SC Cleared
7 5 (0.54%) ISEB
8 4 (0.43%) ITIL Certification
9 2 (0.22%) ACCA
9 2 (0.22%) CIMA
9 2 (0.22%) ISTQB Foundation Certification
9 2 (0.22%) 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
10 1 (0.11%) MCITP
10 1 (0.11%) Microsoft Certification
Quality Assurance & Compliance
1 110 (11.92%) QA
2 19 (2.06%) Solvency II
3 13 (1.41%) EMIR
4 10 (1.08%) Dodd-Frank
5 7 (0.76%) FATCA
6 6 (0.65%) MiFID
6 6 (0.65%) PCI DSS
6 6 (0.65%) SSAE 16
7 5 (0.54%) SLA
8 3 (0.33%) CRD IV
9 1 (0.11%) COBIT
9 1 (0.11%) HL7
9 1 (0.11%) SNOMED CT
System Software
1 6 (0.65%) Oracle RAC
2 5 (0.54%) HDFS
3 3 (0.33%) Oracle Clusterware
4 1 (0.11%) Apache Flume
4 1 (0.11%) Docker
4 1 (0.11%) Virtual Machines
Systems Management
1 7 (0.76%) Jitterbit
2 5 (0.54%) Systems Management Server (SMS)
3 4 (0.43%) Data Guard
4 3 (0.33%) HP Quality Center
4 3 (0.33%) Oracle Flashback
4 3 (0.33%) Oracle RMAN
5 2 (0.22%) Cisco IPCC
5 2 (0.22%) EMC NetWorker
6 1 (0.11%) Kibana
6 1 (0.11%) logstash
6 1 (0.11%) Mesos
6 1 (0.11%) Nagios
Vendors
1 187 (20.26%) Oracle
2 171 (18.53%) Microsoft
3 142 (15.38%) Tableau
4 115 (12.46%) Informatica
5 78 (8.45%) Salesforce.com
6 60 (6.50%) SAP
7 40 (4.33%) Teradata
8 38 (4.12%) Ab Initio
9 31 (3.36%) Cognos
10 29 (3.14%) IBM
11 27 (2.93%) Talend
12 25 (2.71%) Netezza
13 16 (1.73%) MicroStrategy
14 15 (1.63%) Adobe
15 14 (1.52%) TIBCO
16 9 (0.98%) Cloudera
16 9 (0.98%) DataFlux
17 8 (0.87%) Cognizant
17 8 (0.87%) Jaspersoft
17 8 (0.87%) Northgate
South West London
KDR
Salary: £50000 - £70000 per annum + Bonus + Pension
Posted: 4 hours ago
City, London
Streamline Connections
Salary: £55000 - £60000.00 per annum + Benefits
Posted: 5 hours ago
London
Burns Sheehan
Salary: £0.00 - £65000 per annum
Posted: 3 hours ago
City, London
Streamline Connections
Salary: £55000 - £60000.00 per annum + Benefits
Posted: 6 hours ago
London
Harvey Nash plc
Salary: £80000 - £85000 per annum + Bonus & Excellent Package
Posted: Yesterday
London
Northern Trust Careers
Posted: 15 hours ago
London
BAE Systems Applied Intelligence Ltd
Posted: 2 days ago
City of London
KDR Recruitment
Salary: £55000 - £75000 per annum + Pension, Bonus
Posted: 3 days ago
North West London
KDR
Salary: £55000 - £75000 per annum + Pension, Bonus
Posted: 3 days ago
North London
Understanding Recruitment
Salary: £26000.00 per annum + Excellent Benefits
Posted: 5 days ago
London
Logic Engagements Ltd
Salary: £75000 - £85000 per annum + Car allowance + bonus ++
Posted: 3 days ago
London
Burns Sheehan
Salary: £125000 per annum + Bonus
Posted: 2 days ago
London
Hays Finance Technology
Salary: £40000.00 - £50000.00 per annum + Competitive Base + Bonus
Posted: 2 days ago
City, London
Harvey Nash plc
Salary: £35000 - £45000 per annum
Posted: 2 days ago
London
Talent Analytix
Salary: From £60,000 to £85,000 per annum plus benefits
Posted: 4 days ago
London
Talent Analytix
Salary: From £60,000 to £85,000 per annum plus benefits
Posted: 4 days ago
London
Nigel Frank International Limited - Newcastle
Salary: £40000 - £50000 per annum + Benefits
Posted: 7 days ago
City, London
Best Practice Talent Solutions
Salary: From £24,000 to £34,000 per annum Salary will be given based on experi
Posted: 6 days ago
London
Technology People UK
Salary: £65,000 - £70,000 + Pension + 30 days AL
Posted: 3 days ago
London
PwC
Salary: Competitive plus benefits
Posted: 4 days ago
London
Lawrence Harvey
Salary: £60000 - £70000 per annum + Benefits + Bonus
Posted: 10 days ago
North West London
asos
Salary: Excellent salary and package
Posted: 16 days ago
London
Karhoo Inc
Salary: £Competitive
Posted: 19 days ago
South West London
IQ Sales People
Salary: £40000 per annum
Posted: 18 days ago