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 26 June 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
26 Jun 2016
Same period 2015 Same period 2014
Data Quality
Rank 188 192 169
Rank change year-on-year
+4 -23
Contract jobs citing Data Quality 276 284 312
As % of all contract IT jobs located in London 1.29% 1.22% 1.34%
As % of the Quality Assurance & Compliance category 13.99% 13.43% 14.17%
Number of daily rates quoted 196 199 196
Median daily rate £475 £450 £450
Median daily rate % change year-on-year
+5.55% -
90% offered a daily rate of more than £314 £274 £275
10% offered a daily rate of more than £650 £625 £623
UK excluding London median daily rate £425 £400 £375
% change year-on-year
+6.25% +6.66%
Number of hourly rates quoted 5 3 3
Median hourly rate £17.50 £19.72 £25.00
Median hourly rate % change year-on-year
-11.23% -21.14%
90% offered a hourly rate of more than £15.16 £15.14 £23.00
10% offered a hourly rate of more than £34.80 £19.72 £29.00
UK excluding London median hourly rate £16.09 £23.75 £15.00
% change year-on-year
-32.25% +58.33%
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
1973 2114 2202
As % of all contract IT jobs located in London 9.24% 9.08% 9.44%
Number of daily rates quoted 1384 1514 1535
Median daily rate £475 £475 £450
Median daily rate % change year-on-year
- +5.55%
90% offered a daily rate of more than £302 £298 £275
10% offered a daily rate of more than £638 £638 £625
UK excluding London median daily rate £400 £375 £365
% change year-on-year
+6.66% +2.73%
Number of hourly rates quoted 23 29 22
Median hourly rate £20.87 £21.50 £22.50
Median hourly rate % change year-on-year
-2.95% -4.44%
90% offered a hourly rate of more than £13.25 £14.40 £15.30
10% offered a hourly rate of more than £42.75 £107.00 £48.87
UK excluding London median hourly rate £28.50 £22.50 £20.75
% change year-on-year
+26.66% +8.43%

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 26 June 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 26 June 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 26 June 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 +18 37 £475 +15.15% 9
Docklands, London +9 3 £520 +4.00%
Canary Wharf +1 3 £500 +5.26%
Paddington +6 1 £198 -60.40%
Uxbridge +4 1 - -
Brentford +4 1 - - 1
Feltham +1 1 £440 +12.82%
Croydon -21 1 £300 -18.64%
Hayes - 1 £275 -
Ealing - 1 £375 -
Hackney - 1 - -
Data Quality
England

Data Quality
Top 30 Related IT Skills in London

For the 6 months to 26 June 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.

1 236 (42.52%) SQL
2 212 (38.20%) Data Modelling
3 182 (32.79%) Data Management
4 181 (32.61%) Finance
5 122 (21.98%) Business Intelligence
6 120 (21.62%) Data Analysis
7 115 (20.72%) Migration
8 101 (18.20%) Data Governance
9 98 (17.66%) Microsoft
10 96 (17.30%) Banking
11 93 (16.76%) Master Data Management
12 92 (16.58%) Data Warehouse
13 89 (16.04%) Agile Software Development
13 89 (16.04%) Data Migration
14 86 (15.50%) Data Architecture
15 85 (15.32%) Analytical Skills
16 84 (15.14%) ETL
16 84 (15.14%) Oracle
17 77 (13.87%) Analytics
18 73 (13.15%) Data Cleansing
19 69 (12.43%) MS Excel
20 68 (12.25%) Reference Data
21 64 (11.53%) Project Management
22 61 (10.99%) SQL Server
23 57 (10.27%) Informatica
24 54 (9.73%) Data Transformation
25 53 (9.55%) Quality Management
26 52 (9.37%) Data Integration
27 50 (9.01%) Stakeholder Management
28 49 (8.83%) Relational Database

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 22 (3.96%) SAS
2 12 (2.16%) Apache Spark
3 11 (1.98%) Apache
3 11 (1.98%) Apache Pig
4 10 (1.80%) SharePoint
5 6 (1.08%) NetWeaver
6 4 (0.72%) Elasticsearch
7 3 (0.54%) WebSphere
8 2 (0.36%) CMS
8 2 (0.36%) Confluence
8 2 (0.36%) Drupal
8 2 (0.36%) Joomla!
8 2 (0.36%) WebLogic
8 2 (0.36%) WordPress
9 1 (0.18%) BizTalk Server
9 1 (0.18%) Facebook Platform
9 1 (0.18%) FileNet
9 1 (0.18%) IIS
9 1 (0.18%) SAP EP
9 1 (0.18%) SharePoint 2010
Applications
1 69 (12.43%) MS Excel
2 25 (4.50%) MS PowerPoint
3 20 (3.60%) MS Visio
4 17 (3.06%) MS Project
5 12 (2.16%) MS Office
6 3 (0.54%) Spreadsheet
7 2 (0.36%) SPSS
Business Applications
1 14 (2.52%) Dynamics CRM
2 8 (1.44%) SAP MDM
3 6 (1.08%) Oracle CRM
4 5 (0.90%) Oracle EBS
5 4 (0.72%) HFM
5 4 (0.72%) Oracle ERP
6 3 (0.54%) Hyperion Planning
6 3 (0.54%) Unit4 Business World
7 2 (0.36%) Adobe Campaign
7 2 (0.36%) CA PPM
7 2 (0.36%) Markit EDM
7 2 (0.36%) Oracle EBS R12
7 2 (0.36%) Oracle Subledger Accounting
7 2 (0.36%) Salesforce.com CRM
7 2 (0.36%) SAP Oil and Gas
8 1 (0.18%) Dynamics AX
8 1 (0.18%) Radian6
8 1 (0.18%) Remedy ITSM
8 1 (0.18%) SystmOne
8 1 (0.18%) WebTrends
Cloud Services
1 8 (1.44%) Microsoft Azure
2 7 (1.26%) Amazon AWS
3 6 (1.08%) Oracle CX
4 5 (0.90%) Office 365
5 3 (0.54%) SaaS
6 2 (0.36%) AWS Lambda
6 2 (0.36%) Boomi
6 2 (0.36%) Force.com
6 2 (0.36%) Google Analytics
6 2 (0.36%) Google Apps
6 2 (0.36%) PaaS
7 1 (0.18%) AdWords
7 1 (0.18%) GitHub
7 1 (0.18%) IaaS
Communications & Networking
1 2 (0.36%) HTTP
1 2 (0.36%) Internet
1 2 (0.36%) Intranet
1 2 (0.36%) SSL
2 1 (0.18%) Cisco IPT
Database & Business Intelligence
1 92 (16.58%) Data Warehouse
2 61 (10.99%) SQL Server
3 49 (8.83%) Relational Database
4 31 (5.59%) Big Data
5 29 (5.23%) SQL Server Integration Services
6 28 (5.05%) BusinessObjects
7 24 (4.32%) Data Mining
8 22 (3.96%) Hadoop
8 22 (3.96%) IBM InfoSphere
9 20 (3.60%) QlikView
9 20 (3.60%) RDBMS
10 19 (3.42%) DB2
10 19 (3.42%) NoSQL
11 18 (3.24%) SQL Server Reporting Services
12 16 (2.88%) Apache Hive
13 15 (2.70%) SQL Server Analysis Services
14 14 (2.52%) MS Access
14 14 (2.52%) Oracle Database
14 14 (2.52%) SQL Server 2008
15 12 (2.16%) MySQL
Development Applications
1 20 (3.60%) JIRA
2 18 (3.24%) Talend Open Studio
3 9 (1.62%) ERwin
4 8 (1.44%) Ant
5 5 (0.90%) LSMW
6 3 (0.54%) SQL Server Management Studio (SSMS)
6 3 (0.54%) Toad
7 1 (0.18%) Jenkins
7 1 (0.18%) Maven
7 1 (0.18%) Subversion
7 1 (0.18%) Team Foundation Server
7 1 (0.18%) TestDirector
7 1 (0.18%) Visual Studio
7 1 (0.18%) WebLogic Workshop
General
1 181 (32.61%) Finance
2 96 (17.30%) Banking
3 27 (4.86%) Investment Banking
4 25 (4.50%) Marketing
5 19 (3.42%) Financial Institution
6 17 (3.06%) Retail
7 12 (2.16%) Legal
8 9 (1.62%) Front Office
9 8 (1.44%) Telecoms
10 7 (1.26%) Advertising
11 6 (1.08%) Law
12 5 (0.90%) General Ledger
12 5 (0.90%) Korean Language
12 5 (0.90%) Manufacturing
13 4 (0.72%) International Banking
13 4 (0.72%) Pharmaceutical
13 4 (0.72%) Publishing
14 3 (0.54%) Corporate Banking
14 3 (0.54%) Local Government
15 2 (0.36%) Billing
Job Titles
1 227 (40.90%) Analyst
2 128 (23.06%) Data Analyst
3 101 (18.20%) Architect
4 83 (14.95%) Developer
5 59 (10.63%) Business Analyst
5 59 (10.63%) Data Architect
6 28 (5.05%) SQL Analyst
7 25 (4.50%) Consultant
8 24 (4.32%) Migration Analyst
8 24 (4.32%) Solutions Architect
9 23 (4.14%) Data Quality Analyst
10 22 (3.96%) Data Migration Analyst
10 22 (3.96%) SQL Data Analyst
11 21 (3.78%) Data Business Analyst
12 19 (3.42%) Banking Analyst
12 19 (3.42%) Business Intelligence Developer
12 19 (3.42%) Data Manager
13 18 (3.24%) Senior Developer
14 16 (2.88%) Project Manager
15 15 (2.70%) Data Modeller
Libraries, Frameworks & Software Standards
1 29 (5.23%) XML
2 14 (2.52%) SOAP
2 14 (2.52%) Web Services
3 12 (2.16%) REST
4 11 (1.98%) MDX
5 8 (1.44%) .NET
5 8 (1.44%) JSON
6 7 (1.26%) EDI
7 4 (0.72%) WSDL
8 3 (0.54%) ASP.NET
8 3 (0.54%) COM
8 3 (0.54%) FIX Protocol
8 3 (0.54%) XML Schema
9 2 (0.36%) HTML
9 2 (0.36%) J2EE
9 2 (0.36%) Java EE
9 2 (0.36%) JMS
9 2 (0.36%) Middleware
9 2 (0.36%) XSD
10 1 (0.18%) XSL
Miscellaneous
1 85 (15.32%) Analytical Skills
2 68 (12.25%) Reference Data
3 52 (9.37%) Data Integration
4 30 (5.41%) Data Structures
5 27 (4.86%) Management Information System
6 19 (3.42%) Visualisation
7 17 (3.06%) Data Conversion
8 14 (2.52%) Credit Risk
8 14 (2.52%) Learning Management System
8 14 (2.52%) NHS
9 9 (1.62%) Equities
10 8 (1.44%) Data Centre
11 6 (1.08%) Data Extraction
11 6 (1.08%) FMCG
11 6 (1.08%) Market Risk
12 5 (0.90%) Derivative
12 5 (0.90%) Mathematics
12 5 (0.90%) Statistics
12 5 (0.90%) Taxonomies
13 4 (0.72%) Computer Science
Operating Systems
1 12 (2.16%) Unix
2 9 (1.62%) Windows
3 5 (0.90%) Linux
4 2 (0.36%) Solaris
4 2 (0.36%) Windows Server
5 1 (0.18%) Windows 10
Processes & Methodologies
1 212 (38.20%) Data Modelling
2 182 (32.79%) Data Management
3 122 (21.98%) Business Intelligence
4 120 (21.62%) Data Analysis
5 115 (20.72%) Migration
6 101 (18.20%) Data Governance
7 93 (16.76%) Master Data Management
8 89 (16.04%) Agile Software Development
8 89 (16.04%) Data Migration
9 86 (15.50%) Data Architecture
10 84 (15.14%) ETL
11 77 (13.87%) Analytics
12 73 (13.15%) Data Cleansing
13 64 (11.53%) Project Management
14 54 (9.73%) Data Transformation
15 53 (9.55%) Quality Management
16 50 (9.01%) Stakeholder Management
17 48 (8.65%) CRM
18 47 (8.47%) SDLC
19 38 (6.85%) Business Analysis
Programming Languages
1 236 (42.52%) SQL
2 28 (5.05%) Java
3 17 (3.06%) PL/SQL
4 14 (2.52%) R
4 14 (2.52%) T-SQL
5 12 (2.16%) Python
6 11 (1.98%) C++
7 8 (1.44%) SPARQL
7 8 (1.44%) VBA
8 7 (1.26%) C#
8 7 (1.26%) Scala
9 6 (1.08%) Groovy
9 6 (1.08%) JavaScript
10 5 (0.90%) VB
11 4 (0.72%) Shell Script
12 3 (0.54%) ABAP
12 3 (0.54%) C
12 3 (0.54%) PHP
13 2 (0.36%) MATLAB
13 2 (0.36%) Perl
Qualifications
1 48 (8.65%) Degree
2 32 (5.77%) Security Cleared
3 27 (4.86%) SC Cleared
4 5 (0.90%) ISEB
5 4 (0.72%) PMI Certification
6 3 (0.54%) BPSS Clearance
6 3 (0.54%) CTC Cleared
6 3 (0.54%) PMP
7 2 (0.36%) ACCA
7 2 (0.36%) APMP
7 2 (0.36%) CIMA
7 2 (0.36%) IIBA
8 1 (0.18%) BC Cleared
8 1 (0.18%) CISSP
8 1 (0.18%) ISTQB
8 1 (0.18%) ITIL Certification
8 1 (0.18%) MBA
8 1 (0.18%) PhD
Quality Assurance & Compliance
1 28 (5.05%) QA
2 12 (2.16%) Solvency II
3 8 (1.44%) ISO20022
4 4 (0.72%) Basel II
4 4 (0.72%) SLA
5 3 (0.54%) Disclosure Scotland
6 2 (0.36%) Basel III
6 2 (0.36%) COREP
7 1 (0.18%) BS7666
7 1 (0.18%) CRD IV
7 1 (0.18%) FATCA
7 1 (0.18%) FINREP
7 1 (0.18%) ISO/IEC 27001
7 1 (0.18%) MiFID
7 1 (0.18%) PCI DSS
7 1 (0.18%) Sarbanes-Oxley
7 1 (0.18%) SAS 70
System Software
1 1 (0.18%) Apache Flume
1 1 (0.18%) HDFS
1 1 (0.18%) Oracle RAC
1 1 (0.18%) Virtual Machines
Systems Management
1 4 (0.72%) Control-M
1 4 (0.72%) Oracle EDQ
2 2 (0.36%) HP Quality Center
2 2 (0.36%) SCCM
2 2 (0.36%) WSUS
3 1 (0.18%) Ansible
3 1 (0.18%) Hadoop YARN
3 1 (0.18%) Opscode Chef
3 1 (0.18%) Puppet
Vendors
1 98 (17.66%) Microsoft
2 84 (15.14%) Oracle
3 57 (10.27%) Informatica
4 41 (7.39%) SAP
5 27 (4.86%) Tableau
6 21 (3.78%) Teradata
7 18 (3.24%) Talend
8 13 (2.34%) Salesforce.com
9 11 (1.98%) IBM
10 10 (1.80%) Netezza
11 9 (1.62%) Cognos
11 9 (1.62%) Sybase
12 8 (1.44%) Bloomberg
12 8 (1.44%) Splunk
13 6 (1.08%) GoldenSource
13 6 (1.08%) Hyperion
13 6 (1.08%) Reuters
13 6 (1.08%) Siebel
14 5 (0.90%) Google
15 4 (0.72%) Alteryx
London
onezeero.
Rate: £350 - £475 per day + professional working day
Posted: 1 hour ago
London
Venturi
Rate: £500 per day
Posted: 2 days ago
City, London
Robert Walters
Posted: 3 days ago
City Of London
HFG
Rate: £400 - £550 per day
Posted: 4 days ago
London
Arden Resourcing Limited
Rate: £550 - £650 per day
Posted: 3 days ago
Brentford, Middlesex
Randstad Strategic Accounts
Rate: £400 - £418 per day
Posted: 5 days ago
West London
Lorien Resourcing
Rate: £350 - £400 per day
Posted: 4 days ago
London
Baltimore
Rate: £300 - £400 per day
Posted: 2 days ago
Barnet
Capita plc
Rate: £120.00 per day
Posted: 7 days ago
City Of London
HFG
Rate: £350 - £400 per day
Posted: 3 days ago