The table below looks at the statistics for Data Quality skills in IT contracts advertised for the London region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Quality over the 3 months to 25 July 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Data Quality
Rank 214 173 182
Rank change year-on-year
-41 +9
Contract jobs citing Data Quality 243 313 285
As % of all contract IT jobs located in London 1.10% 1.33% 1.23%
As % of the Quality Assurance & Compliance category 12.07% 13.95% 13.15%
Number of daily rates quoted 172 220 173
Median daily rate £483 £463 £450
Median daily rate % change year-on-year
+4.32% +2.77%
90% offered a daily rate of more than £325 £223 £250
10% offered a daily rate of more than £650 £625 £600
UK excluding London median daily rate £425 £413 £375
% change year-on-year
+2.90% +10.13%
Number of hourly rates quoted 4 3 2
Median hourly rate £20.00 £19.72 £150.00
Median hourly rate % change year-on-year
+1.44% -86.85%
UK excluding London median hourly rate £13.50 £21.64 £16.50
% change year-on-year
-37.61% +31.15%
Data Quality
England

The following table is for comparison with the above and provides statistics for the entire Quality Assurance & Compliance category in contract jobs advertised in the London region.

Quality Assurance & Compliance Category
London
Contract IT job ads with a match in the
Quality Assurance & Compliance category
2014 2243 2167
As % of all contract IT jobs located in London 9.09% 9.50% 9.32%
Number of daily rates quoted 1406 1614 1491
Median daily rate £475 £470 £441
Median daily rate % change year-on-year
+1.06% +6.51%
90% offered a daily rate of more than £300 £280 £275
10% offered a daily rate of more than £625 £625 £600
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 27 31 23
Median hourly rate £19.62 £20.00 £20.00
Median hourly rate % change year-on-year
-1.92% -
90% offered a hourly rate of more than £12.70 £14.00 £13.19
10% offered a hourly rate of more than £51.10 £143.00 £96.25
UK excluding London median hourly rate £28.00 £22.50 £20.21
% change year-on-year
+24.44% +11.35%

Data Quality
Jobs Demand Trend in London

The demand trend of contract jobs across the London region citing Data Quality as a proportion of all IT contracts with a match in the Quality Assurance & Compliance category.

Data Quality Jobs Demand Trend in London

Data Quality
Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Quality across the London region.

Data Quality Daily Rate Trend in London

Data Quality
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Quality across the London region over the 3 months to 25 July 2016.

Data Quality Daily Rate Histogram in London

Data Quality
Hourly Rate Trend in London

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Quality across the London region.

Data Quality Hourly Rate Trend in London

Data Quality
Hourly Rate Histogram in London

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Quality across the London region over the 3 months to 25 July 2016.

Data Quality Hourly Rate Histogram in London

Data Quality
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Quality within the London region over the 3 months to 25 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +7 38 £475 +5.55% 9
Clapham - 3 £450 -
Brentford +3 2 - -
Canary Wharf +2 2 £500 +5.26%
Docklands, London +13 1 £540 +8.00%
Paddington +5 1 £198 -60.40%
Data Quality
England

Data Quality
Top 30 Related IT Skills in London

For the 6 months to 25 July 2016, IT contractor 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 contract ads across the London region with a requirement for Data Quality.

1 221 (42.10%) SQL
2 208 (39.62%) Data Modelling
3 182 (34.67%) Finance
4 179 (34.10%) Data Management
5 119 (22.67%) Business Intelligence
6 115 (21.90%) Data Analysis
7 103 (19.62%) Migration
8 96 (18.29%) Data Architecture
8 96 (18.29%) Data Governance
9 94 (17.90%) Banking
10 92 (17.52%) Data Warehouse
10 92 (17.52%) Oracle
10 92 (17.52%) Master Data Management
11 86 (16.38%) ETL
11 86 (16.38%) Microsoft
11 86 (16.38%) Data Migration
12 81 (15.43%) Agile Software Development
13 80 (15.24%) Analytical Skills
14 75 (14.29%) Analytics
15 72 (13.71%) Data Cleansing
16 69 (13.14%) Reference Data
17 64 (12.19%) SQL Server
18 55 (10.48%) MS Excel
19 54 (10.29%) Data Integration
20 53 (10.10%) Quality Management
21 52 (9.90%) Project Management
22 51 (9.71%) Relational Database
23 50 (9.52%) Data Transformation
24 48 (9.14%) Informatica
25 46 (8.76%) Degree

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 21 (4.00%) SAS
2 15 (2.86%) Apache Spark
3 11 (2.10%) Apache
3 11 (2.10%) Apache Pig
4 9 (1.71%) SharePoint
5 6 (1.14%) Elasticsearch
5 6 (1.14%) NetWeaver
6 3 (0.57%) Confluence
6 3 (0.57%) WebSphere
6 3 (0.57%) WordPress
7 2 (0.38%) CMS
7 2 (0.38%) Drupal
7 2 (0.38%) Joomla!
7 2 (0.38%) SAP EP
7 2 (0.38%) WebLogic
8 1 (0.19%) BizTalk Server
8 1 (0.19%) Facebook Platform
8 1 (0.19%) IIS
8 1 (0.19%) SharePoint 2010
8 1 (0.19%) SharePoint 2013
Applications
1 55 (10.48%) MS Excel
2 26 (4.95%) MS PowerPoint
3 15 (2.86%) MS Project
4 11 (2.10%) MS Visio
5 10 (1.90%) MS Office
6 5 (0.95%) Spreadsheet
7 2 (0.38%) SPSS
8 1 (0.19%) Adobe Creative Suite
8 1 (0.19%) Adobe Illustrator
8 1 (0.19%) Fireworks
8 1 (0.19%) Photoshop
Business Applications
1 11 (2.10%) Dynamics CRM
2 8 (1.52%) SAP MDM
3 7 (1.33%) Oracle CRM
4 5 (0.95%) Oracle EBS
5 4 (0.76%) HFM
5 4 (0.76%) Oracle ERP
6 3 (0.57%) Hyperion Planning
6 3 (0.57%) Oracle EBS R12
6 3 (0.57%) Unit4 Business World
7 2 (0.38%) CA PPM
7 2 (0.38%) Markit EDM
7 2 (0.38%) Oracle Subledger Accounting
7 2 (0.38%) Salesforce.com CRM
7 2 (0.38%) SAP Oil and Gas
7 2 (0.38%) WebTrends
8 1 (0.19%) Dynamics AX
8 1 (0.19%) Oracle Applications
8 1 (0.19%) Oracle Financials
8 1 (0.19%) Remedy ITSM
8 1 (0.19%) SAP MM
Cloud Services
1 8 (1.52%) Amazon AWS
1 8 (1.52%) Microsoft Azure
2 6 (1.14%) Oracle CX
3 4 (0.76%) Office 365
4 3 (0.57%) Force.com
4 3 (0.57%) Google Analytics
4 3 (0.57%) SaaS
5 2 (0.38%) AWS Lambda
5 2 (0.38%) Boomi
5 2 (0.38%) Google Apps
5 2 (0.38%) iPaaS
5 2 (0.38%) PaaS
6 1 (0.19%) AdWords
6 1 (0.19%) IaaS
Communications & Networking
1 4 (0.76%) Internet
2 3 (0.57%) Intranet
3 2 (0.38%) HTTP
3 2 (0.38%) SSL
4 1 (0.19%) Cisco IPT
Database & Business Intelligence
1 92 (17.52%) Data Warehouse
2 64 (12.19%) SQL Server
3 51 (9.71%) Relational Database
4 35 (6.67%) Big Data
5 26 (4.95%) BusinessObjects
6 24 (4.57%) Hadoop
7 23 (4.38%) Data Mining
7 23 (4.38%) SQL Server Integration Services
8 22 (4.19%) NoSQL
8 22 (4.19%) QlikView
9 20 (3.81%) IBM InfoSphere
10 19 (3.62%) DB2
11 18 (3.43%) SQL Server 2008
11 18 (3.43%) SQL Server Reporting Services
12 17 (3.24%) RDBMS
13 16 (3.05%) Apache Hive
14 15 (2.86%) SQL Server Analysis Services
15 14 (2.67%) Oracle Database
16 13 (2.48%) PostgreSQL
17 12 (2.29%) SQL Server 2012
Development Applications
1 19 (3.62%) Talend Open Studio
2 16 (3.05%) JIRA
3 9 (1.71%) ERwin
4 7 (1.33%) Ant
5 6 (1.14%) LSMW
6 5 (0.95%) Git (software)
7 3 (0.57%) Gradle
7 3 (0.57%) IntelliJ
7 3 (0.57%) JUnit
7 3 (0.57%) Selenium
7 3 (0.57%) SQL Server Management Studio (SSMS)
7 3 (0.57%) TestNG
7 3 (0.57%) Toad
8 2 (0.38%) Cucumber
8 2 (0.38%) Jenkins
8 2 (0.38%) Maven
9 1 (0.19%) Axure RP
9 1 (0.19%) Team Foundation Server
9 1 (0.19%) TestDirector
9 1 (0.19%) WebLogic Workshop
General
1 182 (34.67%) Finance
2 94 (17.90%) Banking
3 30 (5.71%) Investment Banking
4 29 (5.52%) Marketing
5 19 (3.62%) Retail
6 14 (2.67%) Legal
7 13 (2.48%) Financial Institution
8 11 (2.10%) Telecoms
9 7 (1.33%) Law
10 6 (1.14%) Advertising
10 6 (1.14%) Front Office
11 5 (0.95%) General Ledger
11 5 (0.95%) Manufacturing
11 5 (0.95%) Pharmaceutical
12 4 (0.76%) International Banking
12 4 (0.76%) Publishing
13 3 (0.57%) Corporate Banking
13 3 (0.57%) Local Government
14 2 (0.38%) Billing
14 2 (0.38%) Electronics
Job Titles
1 200 (38.10%) Analyst
2 108 (20.57%) Data Analyst
3 107 (20.38%) Architect
4 72 (13.71%) Developer
5 61 (11.62%) Data Architect
6 49 (9.33%) Business Analyst
7 26 (4.95%) Consultant
7 26 (4.95%) Solutions Architect
8 21 (4.00%) SQL Analyst
9 20 (3.81%) Data Manager
10 18 (3.43%) Business Intelligence Developer
11 17 (3.24%) Data Business Analyst
11 17 (3.24%) SQL Developer
12 16 (3.05%) Banking Analyst
12 16 (3.05%) Business Intelligence Analyst
13 15 (2.86%) Data Migration Analyst
13 15 (2.86%) Migration Analyst
14 14 (2.67%) Data Quality Analyst
14 14 (2.67%) Software Architect
15 13 (2.48%) Project Manager
Libraries, Frameworks & Software Standards
1 29 (5.52%) XML
2 14 (2.67%) SOAP
2 14 (2.67%) Web Services
3 12 (2.29%) REST
4 11 (2.10%) MDX
5 10 (1.90%) JSON
6 7 (1.33%) EDI
7 5 (0.95%) .NET
8 4 (0.76%) WSDL
9 3 (0.57%) ASP.NET
9 3 (0.57%) FIX Protocol
9 3 (0.57%) Spring
9 3 (0.57%) XML Schema
10 2 (0.38%) HTML
10 2 (0.38%) J2EE
10 2 (0.38%) Java EE
10 2 (0.38%) JMS
10 2 (0.38%) Middleware
10 2 (0.38%) XSD
11 1 (0.19%) FpML
Miscellaneous
1 80 (15.24%) Analytical Skills
2 69 (13.14%) Reference Data
3 54 (10.29%) Data Integration
4 31 (5.90%) Data Structures
5 26 (4.95%) Management Information System
6 17 (3.24%) Data Conversion
7 14 (2.67%) Visualisation
8 13 (2.48%) Credit Risk
8 13 (2.48%) Equities
9 11 (2.10%) NHS
10 9 (1.71%) Learning Management System
11 7 (1.33%) Data Centre
12 6 (1.14%) Data Extraction
12 6 (1.14%) Fixed Income
12 6 (1.14%) User Experience
12 6 (1.14%) Virtual Team
13 5 (0.95%) Derivative
13 5 (0.95%) Mathematics
13 5 (0.95%) Statistics
13 5 (0.95%) Taxonomies
Operating Systems
1 12 (2.29%) Unix
2 10 (1.90%) Windows
3 9 (1.71%) Linux
4 2 (0.38%) Android
4 2 (0.38%) Apple iOS
4 2 (0.38%) Solaris
5 1 (0.19%) Windows 10
Processes & Methodologies
1 208 (39.62%) Data Modelling
2 179 (34.10%) Data Management
3 119 (22.67%) Business Intelligence
4 115 (21.90%) Data Analysis
5 103 (19.62%) Migration
6 96 (18.29%) Data Architecture
6 96 (18.29%) Data Governance
7 92 (17.52%) Master Data Management
8 86 (16.38%) Data Migration
8 86 (16.38%) ETL
9 81 (15.43%) Agile Software Development
10 75 (14.29%) Analytics
11 72 (13.71%) Data Cleansing
12 53 (10.10%) Quality Management
13 52 (9.90%) Project Management
14 50 (9.52%) Data Transformation
15 43 (8.19%) SDLC
15 43 (8.19%) Stakeholder Management
16 38 (7.24%) CRM
17 36 (6.86%) Business Analysis
Programming Languages
1 221 (42.10%) SQL
2 32 (6.10%) Java
3 17 (3.24%) PL/SQL
3 17 (3.24%) T-SQL
4 15 (2.86%) R
5 12 (2.29%) Python
6 11 (2.10%) C++
7 10 (1.90%) Scala
8 8 (1.52%) SPARQL
9 6 (1.14%) C#
9 6 (1.14%) Groovy
9 6 (1.14%) JavaScript
10 5 (0.95%) VBA
11 4 (0.76%) Shell Script
12 3 (0.57%) ABAP
12 3 (0.57%) C
12 3 (0.57%) Haskell
12 3 (0.57%) PHP
12 3 (0.57%) VB
13 2 (0.38%) Perl
Qualifications
1 46 (8.76%) Degree
2 31 (5.90%) Security Cleared
3 27 (5.14%) SC Cleared
4 4 (0.76%) BPSS Clearance
5 3 (0.57%) ISEB
6 2 (0.38%) ACCA
6 2 (0.38%) CIMA
6 2 (0.38%) CTC Cleared
6 2 (0.38%) ISTQB
6 2 (0.38%) SAP Certification
7 1 (0.19%) APMP
7 1 (0.19%) BC Cleared
7 1 (0.19%) CISSP
7 1 (0.19%) ITIL Certification
7 1 (0.19%) MBA
7 1 (0.19%) PhD
7 1 (0.19%) PMP
Quality Assurance & Compliance
1 32 (6.10%) QA
2 13 (2.48%) Solvency II
3 8 (1.52%) ISO20022
4 5 (0.95%) Sarbanes-Oxley
4 5 (0.95%) SLA
5 4 (0.76%) Basel II
5 4 (0.76%) SAS 70
6 2 (0.38%) Basel III
6 2 (0.38%) COREP
6 2 (0.38%) Disclosure Scotland
7 1 (0.19%) BS7666
7 1 (0.19%) CRD IV
7 1 (0.19%) FINREP
7 1 (0.19%) GCP
7 1 (0.19%) GLP
7 1 (0.19%) GMP
7 1 (0.19%) GxP
7 1 (0.19%) ISO/IEC 27001
7 1 (0.19%) MiFID
7 1 (0.19%) PCI DSS
System Software
1 1 (0.19%) Apache Flume
1 1 (0.19%) HDFS
1 1 (0.19%) Oracle RAC
1 1 (0.19%) Virtual Machines
Systems Management
1 4 (0.76%) Control-M
1 4 (0.76%) Oracle EDQ
2 2 (0.38%) HP Quality Center
3 1 (0.19%) Hadoop YARN
Vendors
1 92 (17.52%) Oracle
2 86 (16.38%) Microsoft
3 48 (9.14%) Informatica
4 44 (8.38%) SAP
5 29 (5.52%) Tableau
6 21 (4.00%) Teradata
7 19 (3.62%) Talend
8 14 (2.67%) Cognos
8 14 (2.67%) Salesforce.com
9 10 (1.90%) Netezza
10 9 (1.71%) IBM
10 9 (1.71%) Sybase
11 8 (1.52%) Splunk
12 6 (1.14%) GoldenSource
12 6 (1.14%) Hyperion
12 6 (1.14%) Siebel
13 5 (0.95%) Google
14 4 (0.76%) Alteryx
14 4 (0.76%) CA
15 3 (0.57%) Murex
London
Nigel Frank International
Rate: £375 - £400 per day
Posted: 14 hours ago
London
Square One Resources
Rate: Up to £750 per day but flexible
Posted: Yesterday
City, London
The People Network
Posted: 4 days ago
London
Interaction Recruitment PLC
Rate: £295 per day
Posted: 4 days ago
London
Robert Walters UK
Rate: £500 - £600 per day
Posted: 6 days ago
London
Talent International
Rate: £300 - £500 per annum + travel opportunity
Posted: 3 days ago