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

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Data Quality
Rank 290 264 278
Rank change year-on-year
-26 +14
Permanent jobs citing Data Quality 350 509 492
As % of all permanent IT jobs located in London 1.00% 1.17% 1.08%
As % of the Quality Assurance & Compliance category 8.08% 10.07% 9.33%
Number of salaries quoted 303 410 393
Median salary £57,500 £56,000 £60,000
Median salary % change year-on-year
+2.67% -6.66%
90% offered a salary of more than £35,000 £40,411 £37,500
10% offered a salary of more than £87,800 £82,750 £87,500
UK excluding London median salary £45,000 £45,000 £45,000
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
4330 5055 5274
As % of all permanent IT jobs located in London 12.34% 11.58% 11.58%
Number of salaries quoted 3585 4042 4221
Median salary £57,500 £57,500 £55,000
Median salary % change year-on-year
- +4.54%
90% offered a salary of more than £35,000 £36,000 £35,000
10% offered a salary of more than £85,000 £82,500 £82,500
UK excluding London median salary £45,000 £43,164 £41,000
% change year-on-year
+4.25% +5.27%

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 3 December 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 3 December 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 +22 74 £55,000 - 16
Croydon +8 5 £57,604 - 3
Wimbledon +2 2 - -
Kingston Upon Thames 0 2 £70,000 +27.27% 1
Canary Wharf -5 2 - -
Twickenham - 2 £32,500 -
Westminster - 2 £40,000 -
Beckenham - 1 £45,000 -
Bromley - 1 £92,500 -
Data Quality
England

Data Quality
Top 30 Related IT Skills in London

For the 6 months to 3 December 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.

1 317 (41.93%) Data Management
2 287 (37.96%) Business Intelligence
3 282 (37.30%) SQL
4 271 (35.85%) ETL
5 255 (33.73%) Finance
6 241 (31.88%) Analytics
7 234 (30.95%) Data Warehouse
8 184 (24.34%) Data Modelling
9 183 (24.21%) Analytical Skills
10 179 (23.68%) Microsoft
11 173 (22.88%) Oracle
12 159 (21.03%) Master Data Management
13 151 (19.97%) SQL Server
14 148 (19.58%) Data Architecture
15 133 (17.59%) Degree
15 133 (17.59%) Data Governance
16 132 (17.46%) Data Analysis
17 131 (17.33%) MS Excel
18 124 (16.40%) Visualisation
19 116 (15.34%) CRM
20 115 (15.21%) Agile Software Development
21 110 (14.55%) Relational Database
22 109 (14.42%) Data Integration
23 105 (13.89%) Data Analytics
24 100 (13.23%) Migration
25 93 (12.30%) Informatica
26 92 (12.17%) Salesforce.com
27 88 (11.64%) SQL Server Integration Services
28 85 (11.24%) Big Data
29 84 (11.11%) Retail

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 61 (8.07%) SharePoint
2 39 (5.16%) SAS
3 15 (1.98%) Apache Spark
4 14 (1.85%) Apache
5 12 (1.59%) IIS
6 10 (1.32%) Tomcat
7 6 (0.79%) Apache Pig
8 5 (0.66%) Adobe Experience Manager
8 5 (0.66%) Alfresco
8 5 (0.66%) Oracle SOA Suite
8 5 (0.66%) PowerExchange
9 2 (0.26%) Documentum
9 2 (0.26%) Elasticsearch
9 2 (0.26%) OpenStack
9 2 (0.26%) SharePoint 2013
10 1 (0.13%) Apache Solr
10 1 (0.13%) Confluence
10 1 (0.13%) NetWeaver
10 1 (0.13%) Skype for Business
Applications
1 131 (17.33%) MS Excel
2 48 (6.35%) MS Office
3 35 (4.63%) MS PowerPoint
4 19 (2.51%) SPSS
5 17 (2.25%) MS Project
6 7 (0.93%) MS Visio
7 4 (0.53%) Spreadsheet
Business Applications
1 33 (4.37%) Dynamics CRM
2 16 (2.12%) Oracle EBS
3 13 (1.72%) Salesforce.com CRM
4 8 (1.06%) Dynamics AX
5 7 (0.93%) Eloqua
6 6 (0.79%) HFM
6 6 (0.79%) SAP CRM
6 6 (0.79%) SAP MDM
7 5 (0.66%) SAP ERP
7 5 (0.66%) SAP HR
8 4 (0.53%) Cognos Business Intelligence
8 4 (0.53%) FastStats
8 4 (0.53%) Hyperion Planning
9 3 (0.40%) Markit EDM
10 2 (0.26%) Hyperion Enterprise
10 2 (0.26%) Oracle CRM
10 2 (0.26%) SAP CO
10 2 (0.26%) SAP FI
10 2 (0.26%) SAP FI/CO
10 2 (0.26%) SAP Oil and Gas
Cloud Services
1 35 (4.63%) Microsoft Azure
2 34 (4.50%) Amazon AWS
3 22 (2.91%) Force.com
4 13 (1.72%) iPaaS
5 9 (1.19%) SaaS
6 5 (0.66%) Office 365
7 4 (0.53%) Google Analytics
8 3 (0.40%) Cloud Computing
8 3 (0.40%) Google Cloud Platform
8 3 (0.40%) SuccessFactors
9 2 (0.26%) AWS Lambda
9 2 (0.26%) GitHub
9 2 (0.26%) Heroku
9 2 (0.26%) IaaS
9 2 (0.26%) OpenShift
9 2 (0.26%) Oracle CX
9 2 (0.26%) PaaS
10 1 (0.13%) Adobe Analytics
10 1 (0.13%) FinancialForce.com
10 1 (0.13%) Google Compute Engine
Communications & Networking
1 6 (0.79%) Intranet
2 4 (0.53%) DSL
3 2 (0.26%) HTTPS
3 2 (0.26%) Internet
4 1 (0.13%) Broadband
4 1 (0.13%) HTTP
4 1 (0.13%) Kerberos
4 1 (0.13%) LAN
4 1 (0.13%) SMS
4 1 (0.13%) WAN
Database & Business Intelligence
1 234 (30.95%) Data Warehouse
2 151 (19.97%) SQL Server
3 110 (14.55%) Relational Database
4 88 (11.64%) SQL Server Integration Services
5 85 (11.24%) Big Data
6 68 (8.99%) SQL Server Reporting Services
7 66 (8.73%) QlikView
8 52 (6.88%) Hadoop
9 48 (6.35%) SQL Server Analysis Services
10 46 (6.08%) Power BI
11 44 (5.82%) BusinessObjects
12 38 (5.03%) MySQL
13 35 (4.63%) Data Mining
14 31 (4.10%) GIS
15 24 (3.17%) Data Mart
16 22 (2.91%) Oracle BI EE
17 21 (2.78%) MS Access
17 21 (2.78%) RDBMS
18 20 (2.65%) PowerPivot
19 19 (2.51%) Microsoft Analysis Services
Development Applications
1 23 (3.04%) ERwin
2 22 (2.91%) Talend Open Studio
3 18 (2.38%) Oracle APEX
4 6 (0.79%) Eclipse
4 6 (0.79%) Git (software)
4 6 (0.79%) Visual Studio
4 6 (0.79%) XMLSpy
5 5 (0.66%) JIRA
6 4 (0.53%) JSUnit
6 4 (0.53%) Oracle Forms
6 4 (0.53%) SQL Server Management Studio (SSMS)
6 4 (0.53%) Team Foundation Server
7 3 (0.40%) Jasmine
8 2 (0.26%) eCATT
8 2 (0.26%) LSMW
9 1 (0.13%) Grunt
9 1 (0.13%) NUnit
9 1 (0.13%) Octopus Deploy
9 1 (0.13%) SpecFlow
9 1 (0.13%) TeamCity
General
1 255 (33.73%) Finance
2 84 (11.11%) Retail
3 82 (10.85%) Marketing
4 70 (9.26%) Banking
5 60 (7.94%) Legal
6 32 (4.23%) Investment Banking
7 23 (3.04%) Retail Banking
8 17 (2.25%) Corporate Banking
9 16 (2.12%) Private Banking
10 15 (1.98%) Back Office
11 14 (1.85%) Publishing
12 13 (1.72%) Front Office
13 10 (1.32%) Financial Institution
13 10 (1.32%) Pharmaceutical
14 7 (0.93%) Billing
14 7 (0.93%) Law
15 6 (0.79%) Telecoms
16 5 (0.66%) Games
17 4 (0.53%) Advertising
18 3 (0.40%) Automotive
Job Titles
1 197 (26.06%) Analyst
2 174 (23.02%) Architect
3 116 (15.34%) Data Architect
4 106 (14.02%) Data Analyst
5 81 (10.71%) Developer
6 64 (8.47%) Consultant
7 53 (7.01%) Solutions Architect
8 45 (5.95%) SQL Analyst
9 36 (4.76%) Data Consultant
10 34 (4.50%) Data Manager
10 34 (4.50%) Data Quality Analyst
11 31 (4.10%) Quality Analyst
12 28 (3.70%) Administrator
13 27 (3.57%) Business Intelligence Developer
13 27 (3.57%) ETL Architect
13 27 (3.57%) SQL Data Analyst
14 26 (3.44%) Applications Support
14 26 (3.44%) Financial Analyst
15 25 (3.31%) Business Analyst
15 25 (3.31%) Support Analyst
Libraries, Frameworks & Software Standards
1 55 (7.28%) .NET
2 46 (6.08%) Web Services
3 20 (2.65%) XML
4 17 (2.25%) MDX
5 15 (1.98%) HTML
6 14 (1.85%) CSS
6 14 (1.85%) REST
7 13 (1.72%) COM
8 10 (1.32%) Oracle Fusion
9 9 (1.19%) AngularJS
9 9 (1.19%) SOAP
10 8 (1.06%) Mason
10 8 (1.06%) Middleware
11 7 (0.93%) CSS3
12 6 (0.79%) HTML5
12 6 (0.79%) Kafka
12 6 (0.79%) Twitter Bootstrap
13 5 (0.66%) ODBC
13 5 (0.66%) Visualforce
14 4 (0.53%) ASP.NET
Miscellaneous
1 183 (24.21%) Analytical Skills
2 124 (16.40%) Visualisation
3 109 (14.42%) Data Integration
4 78 (10.32%) Management Information System
5 77 (10.19%) Computer Science
6 55 (7.28%) Reference Data
7 43 (5.69%) Enterprise Software
8 23 (3.04%) Data Structures
9 20 (2.65%) Mathematics
10 17 (2.25%) Economics
10 17 (2.25%) Replication
10 17 (2.25%) Statistics
11 14 (1.85%) Data Extraction
12 12 (1.59%) Life Science
13 10 (1.32%) Virtual Team
14 9 (1.19%) Taxonomies
15 8 (1.06%) Performance Metrics
16 7 (0.93%) NHS
17 6 (0.79%) Derivative
17 6 (0.79%) N-Tier
Operating Systems
1 23 (3.04%) Windows
2 19 (2.51%) Linux
2 19 (2.51%) Unix
3 2 (0.26%) Red Hat Enterprise Linux
4 1 (0.13%) Windows Server
Processes & Methodologies
1 317 (41.93%) Data Management
2 287 (37.96%) Business Intelligence
3 271 (35.85%) ETL
4 241 (31.88%) Analytics
5 184 (24.34%) Data Modelling
6 159 (21.03%) Master Data Management
7 148 (19.58%) Data Architecture
8 133 (17.59%) Data Governance
9 132 (17.46%) Data Analysis
10 116 (15.34%) CRM
11 115 (15.21%) Agile Software Development
12 105 (13.89%) Data Analytics
13 100 (13.23%) Migration
14 71 (9.39%) Information Management
15 68 (8.99%) Data Cleansing
16 63 (8.33%) SDLC
17 62 (8.20%) Data Migration
18 58 (7.67%) Stakeholder Management
19 56 (7.41%) Data Visualisation
20 47 (6.22%) Quality Management
Programming Languages
1 282 (37.30%) SQL
2 56 (7.41%) T-SQL
3 46 (6.08%) Java
4 44 (5.82%) Python
5 35 (4.63%) VBA
6 31 (4.10%) C#
7 23 (3.04%) R
8 22 (2.91%) Apex Code
8 22 (2.91%) JavaScript
9 21 (2.78%) PL/SQL
10 20 (2.65%) Data Analysis Expressions (DAX)
11 15 (1.98%) PHP
11 15 (1.98%) Scala
12 9 (1.19%) VB.NET
13 6 (0.79%) Shell Script
14 5 (0.66%) Perl
14 5 (0.66%) PowerShell
15 2 (0.26%) Groovy
15 2 (0.26%) Haskell
15 2 (0.26%) SAS Macro
Qualifications
1 133 (17.59%) Degree
2 3 (0.40%) PRINCE2 Certification
3 2 (0.26%) ITIL Certification
3 2 (0.26%) PhD
4 1 (0.13%) ISEB
4 1 (0.13%) ISTQB
4 1 (0.13%) MBA
4 1 (0.13%) SC Cleared
4 1 (0.13%) Security Cleared
Quality Assurance & Compliance
1 48 (6.35%) QA
2 19 (2.51%) SLA
3 6 (0.79%) HL7
4 5 (0.66%) ISO/IEC 27001
5 4 (0.53%) COBIT
6 3 (0.40%) PCI DSS
7 2 (0.26%) Actionable Recommendations
7 2 (0.26%) Dodd-Frank
7 2 (0.26%) EMIR
7 2 (0.26%) SEPA
7 2 (0.26%) Solvency II
7 2 (0.26%) TARGET2
8 1 (0.13%) FATCA
8 1 (0.13%) SNOMED CT
System Software
1 6 (0.79%) Apache Flume
2 2 (0.26%) HDFS
3 1 (0.13%) Active Directory
3 1 (0.13%) Docker
3 1 (0.13%) Virtual Desktop
Systems Management
1 6 (0.79%) Control-M
2 5 (0.66%) Oracle EDQ
3 1 (0.13%) Ambari
3 1 (0.13%) Hadoop YARN
3 1 (0.13%) Nagios
3 1 (0.13%) Oozie
3 1 (0.13%) Opscode Chef
3 1 (0.13%) Puppet
Vendors
1 179 (23.68%) Microsoft
2 173 (22.88%) Oracle
3 93 (12.30%) Informatica
4 92 (12.17%) Salesforce.com
5 80 (10.58%) Tableau
6 68 (8.99%) SAP
7 22 (2.91%) Talend
8 21 (2.78%) Cognos
9 20 (2.65%) Trillium
10 17 (2.25%) Teradata
11 16 (2.12%) Ab Initio
12 11 (1.46%) IBM
12 11 (1.46%) MuleSoft
12 11 (1.46%) Siebel
13 10 (1.32%) Netezza
14 8 (1.06%) Adobe
15 7 (0.93%) MicroStrategy
15 7 (0.93%) Sitecore
16 6 (0.79%) Actimize
16 6 (0.79%) Norkom
London
ISL
Salary: £35000.00 - £37000.00 per annum
Posted: Yesterday
City, London
Michael Page International
Salary: £50000 - £55000 per annum + benefits
Posted: 11 hours ago
South West London
World First
Posted: Yesterday
Barnet, Hertfordshire
Harrington Starr
Salary: £30000 - £40000 per annum
Posted: 2 days ago
City, London
Pioneer Search
Salary: £25000.00 - £29000.00 per annum
Posted: 2 days ago
North London
The Bridge Ltd
Salary: From £45,000 to £63,000 per annum Annual Bonus, Pension, Healthcare, S
Posted: Yesterday
City, London
Spencer Rose
Salary: From £40,000 to £45,000 per annum
Posted: Yesterday
London
Ampersand Consulting
Salary: £75000 per annum + Fantastic Benefits
Posted: Yesterday
City, London
Oliver James Associates
Posted: Yesterday
London
Parallel Consulting
Salary: £70000 - £80000 per annum
Posted: Yesterday
Kingston Upon Thames, Surrey
Client Server
Salary: £35k to £40k + bonus + benefits
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £85,000 - £100,000 + Excellent Package
Posted: Yesterday
North London
The Bridge Ltd
Salary: From £40,000 to £48,000 per annum Pension, Healthcare, Season Ticket L
Posted: 4 days ago
City, London
The Bridge Ltd
Salary: From £60,000 to £80,000 per annum Pension Scheme, Life & Medical Insur
Posted: 4 days ago
North London
The Bridge Ltd
Salary: From £45,000 to £63,000 per annum Pension, Healthcare, Season Ticket L
Posted: 4 days ago
City, London
Experis Ltd
Salary: £65000.00 - £74000.00 per annum
Posted: 5 days ago
London
Parallel Consulting
Salary: £100000 - £120000 per annum
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £40,000-£60,000
Posted: 4 days ago
London
Hays London City Cheapside
Salary: £47000.00 - £50000.00 per annum
Posted: 8 days ago
London
Churchill Frank
Salary: £45000 - £55000 per annum + Bonus + Pension + Benefits
Posted: 16 days ago
London
ReThink Recruitment
Salary: £45000 - £50000 per annum
Posted: 4 days ago
London
Hays London City Cheapside
Salary: £75000.00 - £85000.00 per annum + bonus and benefits
Posted: 12 days ago
London
ARC IT Recruitment Ltd
Salary: Up to £85k
Posted: Yesterday
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 8 days ago
Croydon, Surrey
MOTT MACDONALD
Posted: 15 days ago
City of London
Venturi
Salary: £45000.00 - £50000 per annum + bonus +Full bens
Posted: 26 days ago
City of London
Mason Frank International
Posted: 3 days ago
London
People Source Consulting
Salary: £85000 - £92000 per annum + amazing benefits
Posted: 15 days ago
London
Cognitive Group Ltd
Salary: £50000 - £60000 per annum + Benefits
Posted: 16 days ago
City of London
Cognitive Group Ltd
Salary: £55000 - £60000 per annum + Benefits
Posted: 17 days ago