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

3 months to
27 May 2016
Same period 2015 Same period 2014
Data Quality
Rank 302 335 292
Rank change year-on-year
+33 -43
Permanent jobs citing Data Quality 417 383 529
As % of all permanent IT jobs located in London 1.02% 0.88% 1.08%
As % of the Quality Assurance & Compliance category 8.72% 7.79% 9.01%
Number of salaries quoted 317 297 400
Median salary £55,000 £65,000 £60,000
Median salary % change year-on-year
-15.38% +8.33%
90% offered a salary of more than £37,500 £40,000 £40,000
10% offered a salary of more than £80,000 £90,000 £85,000
UK excluding London median salary £45,000 £40,000 £47,500
% change year-on-year
+12.50% -15.78%
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
4781 4916 5869
As % of all permanent IT jobs located in London 11.66% 11.32% 11.99%
Number of salaries quoted 3888 4012 4688
Median salary £57,500 £55,000 £52,500
Median salary % change year-on-year
+4.54% +4.76%
90% offered a salary of more than £37,500 £35,000 £32,500
10% offered a salary of more than £80,000 £80,000 £82,500
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 May 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 May 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 +34 76 £53,500 -17.69% 16
Wimbledon - 4 - -
Sidcup - 3 £42,750 -
Croydon -20 2 £40,000 -15.78%
Chiswick - 2 - -
Harrow - 1 - -
Romford - 1 £82,500 -
Clapham - 1 £47,500 -
Data Quality
England

Data Quality
Top 30 Related IT Skills in London

For the 6 months to 27 May 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.

1 506 (51.48%) SQL
2 419 (42.62%) Business Intelligence
3 403 (41.00%) Data Warehouse
4 350 (35.61%) ETL
5 343 (34.89%) Finance
6 335 (34.08%) Data Management
7 304 (30.93%) SQL Server
8 291 (29.60%) Data Modelling
9 277 (28.18%) Analytics
10 274 (27.87%) Analytical Skills
11 242 (24.62%) Data Governance
12 198 (20.14%) Data Analysis
13 192 (19.53%) SQL Server Integration Services
14 185 (18.82%) Microsoft
15 184 (18.72%) Oracle
16 180 (18.31%) Agile Software Development
17 164 (16.68%) SQL Server Reporting Services
18 152 (15.46%) Data Architecture
19 151 (15.36%) Degree
20 140 (14.24%) Tableau
21 128 (13.02%) Data Integration
22 127 (12.92%) SAS
23 124 (12.61%) Marketing
24 120 (12.21%) Informatica
25 117 (11.90%) MS Excel
25 117 (11.90%) Management Information System
26 115 (11.70%) CRM
27 113 (11.50%) QA
27 113 (11.50%) Big Data
28 111 (11.29%) 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
1 127 (12.92%) SAS
2 31 (3.15%) SharePoint
3 6 (0.61%) Apache Spark
3 6 (0.61%) Tomcat
4 5 (0.51%) Apache Pig
5 4 (0.41%) WebSphere
6 3 (0.31%) CMS
6 3 (0.31%) Oracle Application Server
6 3 (0.31%) Oracle Workflow
6 3 (0.31%) WebLogic
7 2 (0.20%) Apache Solr
8 1 (0.10%) Elasticsearch
8 1 (0.10%) FileNet
8 1 (0.10%) IBM Notes
Applications
1 117 (11.90%) MS Excel
2 40 (4.07%) SPSS
3 29 (2.95%) MS Office
4 14 (1.42%) MS Visio
5 10 (1.02%) MS PowerPoint
6 5 (0.51%) GNU Octave
7 1 (0.10%) Adobe Creative Suite
7 1 (0.10%) Adobe Illustrator
7 1 (0.10%) OmniGraffle
7 1 (0.10%) Photoshop
7 1 (0.10%) Spreadsheet
Business Applications
1 13 (1.32%) Oracle EBS
2 8 (0.81%) Adobe Campaign
2 8 (0.81%) Maximo
3 6 (0.61%) FastStats PeopleStage
3 6 (0.61%) Markit EDM
3 6 (0.61%) Oracle Applications
3 6 (0.61%) Unica
4 5 (0.51%) Oracle CRM
4 5 (0.51%) Salesforce.com CRM
5 4 (0.41%) Cognos Business Intelligence
5 4 (0.41%) IBM Operational Decision Manager
6 3 (0.31%) Dynamics CRM
6 3 (0.31%) MetaTrader
6 3 (0.31%) Oracle BPM
7 2 (0.20%) Hyperion Planning
7 2 (0.20%) SAP PP
8 1 (0.10%) HFM
8 1 (0.10%) Oracle Financials
8 1 (0.10%) SAP HR
8 1 (0.10%) SAP MDM
Cloud Services
1 24 (2.44%) Microsoft Azure
2 17 (1.73%) Amazon AWS
3 12 (1.22%) SaaS
4 8 (0.81%) Cloud Computing
4 8 (0.81%) Force.com
5 5 (0.51%) Adobe Analytics
5 5 (0.51%) Oracle CX
6 3 (0.31%) Google Cloud Platform
7 1 (0.10%) FinancialForce.com
7 1 (0.10%) Google Analytics
Communications & Networking
1 4 (0.41%) Internet
1 4 (0.41%) Kerberos
2 3 (0.31%) Wireless
3 2 (0.20%) Intranet
4 1 (0.10%) DWDM
4 1 (0.10%) HTTP
4 1 (0.10%) SSL
Database & Business Intelligence
1 403 (41.00%) Data Warehouse
2 304 (30.93%) SQL Server
3 192 (19.53%) SQL Server Integration Services
4 164 (16.68%) SQL Server Reporting Services
5 113 (11.50%) Big Data
6 100 (10.17%) Relational Database
7 96 (9.77%) QlikView
8 91 (9.26%) SQL Server Analysis Services
9 89 (9.05%) BusinessObjects
10 86 (8.75%) SQL Server 2012
11 83 (8.44%) SQL Server 2008
12 75 (7.63%) Hadoop
13 69 (7.02%) Data Mining
14 59 (6.00%) SQL Server 2014
15 58 (5.90%) Data Mart
16 52 (5.29%) Spotfire
17 45 (4.58%) OLAP
18 44 (4.48%) Power BI
19 42 (4.27%) Enterprise Data Warehouse
19 42 (4.27%) Oracle Database
Development Applications
1 30 (3.05%) Talend Open Studio
2 26 (2.64%) JIRA
3 16 (1.63%) Oracle APEX
4 14 (1.42%) ERwin
4 14 (1.42%) SQL Server Management Studio (SSMS)
5 13 (1.32%) Team Foundation Server
5 13 (1.32%) Visual Studio
6 9 (0.92%) Axure RP
6 9 (0.92%) Oracle Forms
7 7 (0.71%) Octopus Deploy
8 5 (0.51%) Eclipse
9 4 (0.41%) Bugzilla
9 4 (0.41%) Lombardi
9 4 (0.41%) PowerDesigner
9 4 (0.41%) Subversion
10 3 (0.31%) Ant
10 3 (0.31%) Hudson
10 3 (0.31%) Maven
10 3 (0.31%) TestDirector
11 2 (0.20%) Git (software)
General
1 343 (34.89%) Finance
2 124 (12.61%) Marketing
3 79 (8.04%) Banking
4 66 (6.71%) Retail
5 30 (3.05%) Legal
6 27 (2.75%) Back Office
7 24 (2.44%) Front Office
8 23 (2.34%) Games
9 21 (2.14%) Financial Institution
10 20 (2.03%) Telecoms
11 17 (1.73%) Investment Banking
11 17 (1.73%) Publishing
12 16 (1.63%) Law
13 9 (0.92%) Advertising
13 9 (0.92%) Billing
14 8 (0.81%) General Ledger
14 8 (0.81%) International Banking
14 8 (0.81%) Manufacturing
15 7 (0.71%) Pharmaceutical
15 7 (0.71%) Retail Banking
Job Titles
1 298 (30.32%) Analyst
2 165 (16.79%) Developer
3 161 (16.38%) Data Analyst
4 137 (13.94%) Architect
5 91 (9.26%) Consultant
6 90 (9.16%) Data Architect
7 74 (7.53%) Business Analyst
7 74 (7.53%) SQL Analyst
8 66 (6.71%) SQL Developer
9 60 (6.10%) Data Manager
10 47 (4.78%) SQL Data Analyst
11 45 (4.58%) Data Consultant
12 41 (4.17%) Business Intelligence Analyst
12 41 (4.17%) Business Intelligence Consultant
13 40 (4.07%) Business Intelligence Developer
14 39 (3.97%) SSIS Developer
15 38 (3.87%) Data Business Analyst
16 37 (3.76%) Administrator
17 35 (3.56%) Senior Analyst
18 34 (3.46%) SSRS Developer
Libraries, Frameworks & Software Standards
1 83 (8.44%) .NET
2 48 (4.88%) MDX
3 44 (4.48%) XML
4 41 (4.17%) Web Services
5 27 (2.75%) HTML
6 19 (1.93%) CSS
7 16 (1.63%) REST
8 14 (1.42%) Oracle GoldenGate
9 11 (1.12%) SOAP
10 10 (1.02%) Middleware
11 9 (0.92%) JSON
11 9 (0.92%) Velocity
12 8 (0.81%) Ajax
12 8 (0.81%) CSS3
12 8 (0.81%) jQuery
12 8 (0.81%) XSD
13 6 (0.61%) JSP
14 5 (0.51%) COM
14 5 (0.51%) Natural Language Processing
15 4 (0.41%) HTML5
Miscellaneous
1 274 (27.87%) Analytical Skills
2 128 (13.02%) Data Integration
3 117 (11.90%) Management Information System
4 91 (9.26%) Visualisation
5 88 (8.95%) Computer Science
6 58 (5.90%) Mathematics
7 55 (5.60%) Data Structures
8 44 (4.48%) Statistics
9 38 (3.87%) Data Protection Act
10 35 (3.56%) Reference Data
11 25 (2.54%) Enterprise Software
12 21 (2.14%) Hedge funds
13 20 (2.03%) Economics
14 18 (1.83%) Data Extraction
15 17 (1.73%) User Experience
16 16 (1.63%) Derivative
16 16 (1.63%) Taxonomies
17 15 (1.53%) Equities
17 15 (1.53%) Online Games
18 11 (1.12%) Performance Metrics
Operating Systems
1 25 (2.54%) Unix
2 23 (2.34%) Linux
3 14 (1.42%) Windows
4 5 (0.51%) Windows Server
5 1 (0.10%) Windows 2000
5 1 (0.10%) Windows XP
Processes & Methodologies
1 419 (42.62%) Business Intelligence
2 350 (35.61%) ETL
3 335 (34.08%) Data Management
4 291 (29.60%) Data Modelling
5 277 (28.18%) Analytics
6 242 (24.62%) Data Governance
7 198 (20.14%) Data Analysis
8 180 (18.31%) Agile Software Development
9 152 (15.46%) Data Architecture
10 115 (11.70%) CRM
11 100 (10.17%) Migration
12 96 (9.77%) Kimball Methodology
13 93 (9.46%) Master Data Management
14 88 (8.95%) Data Analytics
15 85 (8.65%) Information Management
16 79 (8.04%) Data Migration
17 73 (7.43%) Stakeholder Management
18 72 (7.32%) Data Protection
19 69 (7.02%) Project Management
20 64 (6.51%) Quality Management
Programming Languages
1 506 (51.48%) SQL
2 111 (11.29%) T-SQL
3 66 (6.71%) Java
4 59 (6.00%) R
5 58 (5.90%) VBA
6 56 (5.70%) PL/SQL
7 52 (5.29%) C#
8 50 (5.09%) Python
9 32 (3.26%) VB
10 28 (2.85%) Data Analysis Expressions (DAX)
11 21 (2.14%) Apex Code
12 19 (1.93%) C
13 13 (1.32%) Shell Script
14 10 (1.02%) Perl
14 10 (1.02%) Scala
15 8 (0.81%) PHP
16 7 (0.71%) MATLAB
17 6 (0.61%) Groovy
18 4 (0.41%) SOQL
18 4 (0.41%) SOSL
Qualifications
1 151 (15.36%) Degree
2 27 (2.75%) Security Cleared
3 19 (1.93%) SAS Certification
4 14 (1.42%) DV Cleared
5 7 (0.71%) ISTQB
5 7 (0.71%) SC Cleared
6 6 (0.61%) ISEB
6 6 (0.61%) MBA
6 6 (0.61%) Oracle Certification
7 4 (0.41%) ISTQB Foundation Certification
7 4 (0.41%) ITIL Certification
7 4 (0.41%) PhD
8 2 (0.20%) ACCA
8 2 (0.20%) CIMA
8 2 (0.20%) MCDBA
8 2 (0.20%) MCITP
8 2 (0.20%) MCP
8 2 (0.20%) MCSD
8 2 (0.20%) Microsoft Certification
8 2 (0.20%) SAP Certification
Quality Assurance & Compliance
1 113 (11.50%) QA
2 22 (2.24%) Solvency II
3 19 (1.93%) EMIR
4 11 (1.12%) MiFID
5 10 (1.02%) Dodd-Frank
6 9 (0.92%) CRD IV
7 8 (0.81%) FATCA
8 6 (0.61%) SLA
8 6 (0.61%) SSAE 16
9 4 (0.41%) PCI DSS
10 1 (0.10%) COBIT
10 1 (0.10%) HL7
10 1 (0.10%) SDET
System Software
1 12 (1.22%) Oracle RAC
2 4 (0.41%) HDFS
3 3 (0.31%) Oracle Clusterware
4 1 (0.10%) Docker
Systems Management
1 10 (1.02%) Data Guard
2 8 (0.81%) Systems Management Server (SMS)
3 7 (0.71%) Jitterbit
4 3 (0.31%) HP Quality Center
4 3 (0.31%) Oracle Flashback
4 3 (0.31%) Oracle RMAN
5 2 (0.20%) Cisco IPCC
5 2 (0.20%) EMC NetWorker
6 1 (0.10%) Kibana
6 1 (0.10%) logstash
6 1 (0.10%) Mesos
Vendors
1 185 (18.82%) Microsoft
2 184 (18.72%) Oracle
3 140 (14.24%) Tableau
4 120 (12.21%) Informatica
5 63 (6.41%) Salesforce.com
6 49 (4.98%) SAP
7 46 (4.68%) Teradata
8 39 (3.97%) Cognos
9 37 (3.76%) Ab Initio
9 37 (3.76%) IBM
10 30 (3.05%) Talend
11 28 (2.85%) Netezza
12 19 (1.93%) MicroStrategy
13 15 (1.53%) Adobe
14 11 (1.12%) InterSystems
14 11 (1.12%) TIBCO
15 10 (1.02%) DataFlux
16 9 (0.92%) Cloudera
16 9 (0.92%) EXASOL
16 9 (0.92%) Hyperion
London
Joseph Harry Ltd
Salary: £35000 - £50000 per annum + Bonus + 10% Pension
Posted: 8 hours ago
London
The Economist
Salary: Competitive
Posted: Yesterday
East London
Asset Resourcing Ltd
Salary: £40000 per annum + benefits
Posted: Yesterday
City, London
Clear Edge Consulting
Salary: From £85,000 to £90,000 per annum Bonus
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £40k - £80k plus benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £50k - £60k plus performance bonus
Posted: Yesterday
City, London
Empiric.com
Salary: From £80,000 to £120,000 per annum + bonus + benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £35,000 - £70,000 + strong package
Posted: Yesterday
City, London
Eames Consulting
Salary: £70000 - £75000 per annum + Excellent Benefits
Posted: 4 days ago
London
Harvey Nash plc
Salary: £50000 - £60000 per annum
Posted: Yesterday
City, London
Lawrence Harvey Enterprise
Salary: £70000.00 - £85000.00 per annum + 5% Bonus+ Benefits + Home based
Posted: 2 days ago
London
Eaglecliff
Salary: From £60,000 to £70,000 per annum + Benefits
Posted: 4 days ago
South East London
Merkle DBG
Salary: £Competitive + benefits
Posted: 2 days ago
London
Sage UK Limited
Posted: 3 days ago
London
Exposed Solutions
Salary: £55000 - £65000 per annum
Posted: 3 days ago
London
Oliver James Associates
Salary: £65000 - £75000 per annum + Car, PMI, Flexible benefits, bonus
Posted: 4 days ago
City, London
Streamline Connections
Salary: £55000 - £60000.00 per annum + Benefits
Posted: 6 days ago
London
Harrington Starr
Salary: £65000 - £75000 per annum + bonus, benefits + training
Posted: Yesterday
City of London
TDA Group
Salary: £80000 per annum + excellent bonus and benefits
Posted: 7 days ago
City Of London
HFG
Salary: £50000 - £55000 per annum, Benefits: Bonus + Corp Bens.
Posted: 11 days ago
London
Opilio Recruitment
Salary: £25k - 30k per year
Posted: 6 days ago
London
BAE Systems Applied Intelligence
Salary: Competitive plus benefits
Posted: 11 days ago
London
360 Resourcing Solutions .
Salary: £24k - 25.5k per year
Posted: 8 days ago
London
iKonnect Global Solutions
Salary: £50000 - £59000 per annum + benefits
Posted: 9 days ago
London & UK Wide
Tata Consultancy Services
Salary: £75,000 - £120,000+ per year
Posted: 15 days ago
London
Edward Carter Solutions
Salary: £45,000 - £55,000 per annum plus bonus and benefits
Posted: 11 days ago
City of London
Huxley
Salary: £50000 - £70000 per annum + Excellent Benefits
Posted: 20 days ago