The table below looks at the statistics for Data Quality skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Quality over the 3 months to 27 August 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
27 Aug 2016
Same period 2015 Same period 2014
Data Quality
Rank 252 194 188
Rank change year-on-year
-58 -6
Contract jobs citing Data Quality 474 656 601
As % of all contract IT jobs located in England 0.96% 1.24% 1.18%
As % of the Quality Assurance & Compliance category 10.33% 13.15% 12.11%
Number of daily rates quoted 320 446 323
Median daily rate £450 £450 £425
Median daily rate % change year-on-year
- +5.88%
90% offered a daily rate of more than £300 £250 £250
10% offered a daily rate of more than £650 £612 £569
UK excluding London median daily rate £425 £450 £400
% change year-on-year
-5.55% +12.50%
Number of hourly rates quoted 15 14 15
Median hourly rate £13.50 £16.00 £18.00
Median hourly rate % change year-on-year
-15.62% -11.11%
90% offered a hourly rate of more than £9.19 £9.45 £14.70
10% offered a hourly rate of more than £99.00 £24.48 £150.00
UK excluding London median hourly rate £13.25 £12.36 £16.50
% change year-on-year
+7.24% -25.12%
Data Quality
UK

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 England region.

Quality Assurance & Compliance Category
England
Contract IT job ads with a match in the
Quality Assurance & Compliance category
4589 4990 4962
As % of all contract IT jobs located in England 9.27% 9.43% 9.73%
Number of daily rates quoted 2981 3189 3079
Median daily rate £425 £425 £422
Median daily rate % change year-on-year
- +0.65%
90% offered a daily rate of more than £250 £265 £241
10% offered a daily rate of more than £575 £600 £564
UK excluding London median daily rate £400 £405 £384
% change year-on-year
-1.23% +5.46%
Number of hourly rates quoted 167 195 204
Median hourly rate £28.00 £21.64 £19.75
Median hourly rate % change year-on-year
+29.39% +9.56%
90% offered a hourly rate of more than £11.13 £12.00 £12.25
10% offered a hourly rate of more than £46.65 £55.50 £43.00
UK excluding London median hourly rate £28.15 £24.75 £19.75
% change year-on-year
+13.73% +25.31%

Data Quality
Jobs Demand Trend in England

The demand trend of contract jobs across the England 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 England

Data Quality
Daily Rate Trend in England

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

Data Quality Daily Rate Trend in England

Data Quality
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Quality across the England region over the 3 months to 27 August 2016.

Data Quality Daily Rate Histogram in England

Data Quality
Hourly Rate Trend in England

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

Data Quality Hourly Rate Trend in England

Data Quality
Hourly Rate Histogram in England

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Quality across the England region over the 3 months to 27 August 2016.

Data Quality Hourly Rate Histogram in England

Data Quality
Contract Job Locations in England

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 England region over the 3 months to 27 August 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
London -40 225 £475 +3.26% 37
South East -26 101 £425 -10.52% 9
West Midlands -33 36 £400 -5.32% 3
East of England +14 28 £435 +2.35% 3
North West -4 23 £401 -8.28% 9
East Midlands +3 19 £550 +29.41%
Yorkshire -17 17 £463 -11.90% 3
South West -10 14 £425 +36.00% 3
North East -27 3 £400 -36.25%
Midlands -10 2 £550 +10.00%
Data Quality
UK

Data Quality
Top 30 Related IT Skills in England

For the 6 months to 27 August 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 England region with a requirement for Data Quality.

1 383 (36.44%) SQL
2 350 (33.30%) Data Modelling
3 331 (31.49%) Data Management
4 299 (28.45%) Finance
5 246 (23.41%) Data Analysis
6 241 (22.93%) Business Intelligence
7 233 (22.17%) ETL
8 223 (21.22%) Data Warehouse
9 216 (20.55%) Migration
10 206 (19.60%) Data Governance
11 186 (17.70%) Oracle
12 166 (15.79%) Data Migration
13 152 (14.46%) Analytical Skills
14 151 (14.37%) Master Data Management
15 148 (14.08%) Data Architecture
16 145 (13.80%) Microsoft
17 141 (13.42%) Agile Software Development
18 138 (13.13%) SQL Server
19 128 (12.18%) Analytics
20 122 (11.61%) SAP
21 117 (11.13%) Data Cleansing
22 113 (10.75%) Quality Management
23 110 (10.47%) MS Excel
24 106 (10.09%) Project Management
25 105 (9.99%) Banking
26 98 (9.32%) Degree
27 96 (9.13%) Data Integration
28 91 (8.66%) Management Information System
29 90 (8.56%) Data Transformation
30 86 (8.18%) Relational Database

Data Quality
Top Related IT Skills in England 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 66 (6.28%) SAS
2 33 (3.14%) SharePoint
3 24 (2.28%) Apache Spark
4 10 (0.95%) Apache
5 7 (0.67%) Confluence
5 7 (0.67%) NetWeaver
6 6 (0.57%) Elasticsearch
7 5 (0.48%) SharePoint 2013
7 5 (0.48%) WebSphere
8 4 (0.38%) Apache Pig
8 4 (0.38%) BizTalk Server
8 4 (0.38%) nginx
8 4 (0.38%) PowerExchange
9 3 (0.29%) CMS
9 3 (0.29%) Drupal
9 3 (0.29%) IIS
9 3 (0.29%) MS Exchange
9 3 (0.29%) WebLogic
9 3 (0.29%) WordPress
10 2 (0.19%) SAP EP
Applications
1 110 (10.47%) MS Excel
2 53 (5.04%) MS PowerPoint
3 50 (4.76%) MS Office
4 17 (1.62%) MS Project
5 15 (1.43%) SPSS
6 12 (1.14%) MS Visio
7 11 (1.05%) Spreadsheet
8 1 (0.095%) Adobe Creative Suite
8 1 (0.095%) Adobe Illustrator
8 1 (0.095%) Fireworks
8 1 (0.095%) Photoshop
Business Applications
1 17 (1.62%) Dynamics CRM
2 16 (1.52%) Oracle EBS
2 16 (1.52%) Oracle EBS R12
3 12 (1.14%) SAP MDM
4 7 (0.67%) HFM
4 7 (0.67%) Oracle CRM
4 7 (0.67%) Unit4 Business World
5 6 (0.57%) Oracle Financials
5 6 (0.57%) SAP FI
5 6 (0.57%) SAP Oil and Gas
6 5 (0.48%) SAP CRM
7 4 (0.38%) Lorenzo
7 4 (0.38%) Oracle Assets
7 4 (0.38%) Remedy ITSM
8 3 (0.29%) Markit EDM
8 3 (0.29%) Oracle Cash Management
8 3 (0.29%) Oracle Payables
8 3 (0.29%) Oracle Receivables
8 3 (0.29%) SAP Business ByDesign
8 3 (0.29%) SAP ERP
Cloud Services
1 16 (1.52%) Office 365
2 12 (1.14%) Microsoft Azure
3 11 (1.05%) Amazon AWS
4 8 (0.76%) SuccessFactors
5 7 (0.67%) Boomi
6 6 (0.57%) Oracle CX
6 6 (0.57%) SaaS
7 4 (0.38%) Google Analytics
7 4 (0.38%) PaaS
8 3 (0.29%) Force.com
8 3 (0.29%) iPaaS
9 2 (0.19%) AWS Lambda
9 2 (0.19%) Azure Active Directory
9 2 (0.19%) Google Apps
9 2 (0.19%) Google Cloud Platform
9 2 (0.19%) IaaS
10 1 (0.095%) AdWords
10 1 (0.095%) Google Drive
10 1 (0.095%) OpenShift
Communications & Networking
1 8 (0.76%) Intranet
2 4 (0.38%) Internet
3 3 (0.29%) NAS
3 3 (0.29%) Wireless
4 2 (0.19%) ATM
5 1 (0.095%) Cisco IPT
5 1 (0.095%) Network Security
Database & Business Intelligence
1 223 (21.22%) Data Warehouse
2 138 (13.13%) SQL Server
3 86 (8.18%) Relational Database
4 61 (5.80%) SQL Server Integration Services
5 58 (5.52%) Big Data
6 53 (5.04%) SQL Server Reporting Services
7 49 (4.66%) BusinessObjects
8 46 (4.38%) IBM InfoSphere
8 46 (4.38%) Oracle Database
9 40 (3.81%) Data Mining
10 39 (3.71%) NoSQL
11 35 (3.33%) SQL Server Analysis Services
12 33 (3.14%) Hadoop
12 33 (3.14%) QlikView
13 32 (3.04%) DB2
14 30 (2.85%) SQL Server 2008
15 28 (2.66%) RDBMS
16 23 (2.19%) SAP Data Services
17 20 (1.90%) MS Access
18 19 (1.81%) SQL Server 2014
Development Applications
1 34 (3.24%) Talend Open Studio
2 26 (2.47%) ERwin
3 19 (1.81%) JIRA
4 18 (1.71%) LSMW
4 18 (1.71%) Team Foundation Server
5 13 (1.24%) Git (software)
5 13 (1.24%) Visual Studio
6 8 (0.76%) Jenkins
6 8 (0.76%) SQL Server Management Studio (SSMS)
7 6 (0.57%) Gradle
7 6 (0.57%) IntelliJ
7 6 (0.57%) JUnit
7 6 (0.57%) TestNG
8 4 (0.38%) Ant
8 4 (0.38%) gulp
8 4 (0.38%) webpack
9 3 (0.29%) Cucumber
9 3 (0.29%) Oracle Forms
9 3 (0.29%) Selenium
10 2 (0.19%) Maven
General
1 299 (28.45%) Finance
2 105 (9.99%) Banking
3 56 (5.33%) Marketing
4 42 (4.00%) Retail
5 34 (3.24%) Investment Banking
6 31 (2.95%) Telecoms
7 22 (2.09%) Legal
8 19 (1.81%) Manufacturing
9 17 (1.62%) Pharmaceutical
10 11 (1.05%) Advertising
11 10 (0.95%) Financial Institution
12 9 (0.86%) Front Office
13 8 (0.76%) Law
13 8 (0.76%) Publishing
14 7 (0.67%) Retail Banking
15 6 (0.57%) Back Office
15 6 (0.57%) Electronics
16 5 (0.48%) General Ledger
16 5 (0.48%) International Banking
17 4 (0.38%) Local Government
Job Titles
1 403 (38.34%) Analyst
2 234 (22.26%) Data Analyst
3 181 (17.22%) Architect
4 139 (13.23%) Developer
5 122 (11.61%) Data Architect
6 90 (8.56%) Business Analyst
7 71 (6.76%) Consultant
8 52 (4.95%) Data Manager
9 50 (4.76%) Data Quality Analyst
10 39 (3.71%) SQL Analyst
11 37 (3.52%) Data Consultant
12 36 (3.43%) Data Business Analyst
13 33 (3.14%) Solutions Architect
14 31 (2.95%) SQL Developer
15 29 (2.76%) Senior Analyst
16 26 (2.47%) Quality Analyst
16 26 (2.47%) SQL Data Analyst
17 25 (2.38%) Business Intelligence Analyst
18 24 (2.28%) Data Modeller
18 24 (2.28%) Information Analyst
Libraries, Frameworks & Software Standards
1 48 (4.57%) XML
2 30 (2.85%) Web Services
3 18 (1.71%) .NET
3 18 (1.71%) SOAP
4 17 (1.62%) REST
5 14 (1.33%) JSON
6 10 (0.95%) ASP.NET
6 10 (0.95%) MDX
7 9 (0.86%) XSD
8 8 (0.76%) BAPI
8 8 (0.76%) CSS
8 8 (0.76%) HTML
8 8 (0.76%) Node.js
9 7 (0.67%) EDI
9 7 (0.67%) Spring
10 6 (0.57%) .NET Framework
10 6 (0.57%) AngularJS
10 6 (0.57%) Middleware
11 5 (0.48%) ASP.NET MVC
11 5 (0.48%) RESTful
Miscellaneous
1 152 (14.46%) Analytical Skills
2 96 (9.13%) Data Integration
3 91 (8.66%) Management Information System
4 73 (6.95%) Reference Data
5 64 (6.09%) Data Structures
6 49 (4.66%) NHS
7 46 (4.38%) Data Extraction
8 39 (3.71%) Data Conversion
9 30 (2.85%) Statistics
10 28 (2.66%) Visualisation
11 25 (2.38%) Credit Risk
12 19 (1.81%) Computer Science
13 12 (1.14%) Data Centre
13 12 (1.14%) Equities
14 11 (1.05%) Taxonomies
15 10 (0.95%) Mathematics
15 10 (0.95%) User Experience
16 8 (0.76%) Virtual Team
17 7 (0.67%) Digital Media
18 6 (0.57%) Enterprise Software
Operating Systems
1 35 (3.33%) Unix
2 27 (2.57%) Linux
3 15 (1.43%) Windows
4 2 (0.19%) AIX
4 2 (0.19%) Android
4 2 (0.19%) Apple iOS
4 2 (0.19%) Red Hat Enterprise Linux
4 2 (0.19%) Solaris
5 1 (0.095%) Windows 7
5 1 (0.095%) Windows Server
5 1 (0.095%) Windows Server 2003
5 1 (0.095%) Windows Server 2008
Processes & Methodologies
1 350 (33.30%) Data Modelling
2 331 (31.49%) Data Management
3 246 (23.41%) Data Analysis
4 241 (22.93%) Business Intelligence
5 233 (22.17%) ETL
6 216 (20.55%) Migration
7 206 (19.60%) Data Governance
8 166 (15.79%) Data Migration
9 151 (14.37%) Master Data Management
10 148 (14.08%) Data Architecture
11 141 (13.42%) Agile Software Development
12 128 (12.18%) Analytics
13 117 (11.13%) Data Cleansing
14 113 (10.75%) Quality Management
15 106 (10.09%) Project Management
16 90 (8.56%) Data Transformation
17 82 (7.80%) Validation
18 76 (7.23%) Stakeholder Management
19 66 (6.28%) Business Analysis
20 65 (6.18%) CRM
Programming Languages
1 383 (36.44%) SQL
2 56 (5.33%) Java
3 47 (4.47%) T-SQL
4 37 (3.52%) PL/SQL
5 28 (2.66%) JavaScript
6 25 (2.38%) Python
7 23 (2.19%) R
8 18 (1.71%) C
9 17 (1.62%) C++
9 17 (1.62%) Scala
10 15 (1.43%) C#
11 12 (1.14%) VBA
12 8 (0.76%) ABAP
12 8 (0.76%) PHP
12 8 (0.76%) VB
13 6 (0.57%) ES6
13 6 (0.57%) Groovy
13 6 (0.57%) Shell Script
14 5 (0.48%) Haskell
14 5 (0.48%) SPARQL
Qualifications
1 98 (9.32%) Degree
2 57 (5.42%) Security Cleared
3 44 (4.19%) SC Cleared
4 10 (0.95%) BPSS Clearance
5 5 (0.48%) ISEB
6 4 (0.38%) CLAS
6 4 (0.38%) PMI Certification
6 4 (0.38%) PRINCE2 Certification
7 3 (0.29%) Microsoft Certification
8 2 (0.19%) ACCA
8 2 (0.19%) BC Cleared
8 2 (0.19%) CIMA
8 2 (0.19%) CISSP
8 2 (0.19%) ISTQB
8 2 (0.19%) ITIL Foundation Certificate
8 2 (0.19%) PhD
8 2 (0.19%) PMP
8 2 (0.19%) SAP Certification
9 1 (0.095%) AAT
9 1 (0.095%) ECDL
Quality Assurance & Compliance
1 60 (5.71%) QA
2 20 (1.90%) Solvency II
3 12 (1.14%) ISO20022
4 11 (1.05%) Sarbanes-Oxley
5 10 (0.95%) Disclosure Scotland
6 7 (0.67%) GxP
7 5 (0.48%) SLA
8 4 (0.38%) SAS 70
9 3 (0.29%) GCP
10 2 (0.19%) Basel II
10 2 (0.19%) Basel III
10 2 (0.19%) COREP
10 2 (0.19%) FINREP
10 2 (0.19%) ISO 9001
10 2 (0.19%) ISO/IEC 27001
10 2 (0.19%) PCI DSS
11 1 (0.095%) BS7666
11 1 (0.095%) CRD IV
11 1 (0.095%) GMP
11 1 (0.095%) MiFID
System Software
1 11 (1.05%) Active Directory
2 4 (0.38%) Corosync
2 4 (0.38%) Docker
2 4 (0.38%) Squid
3 2 (0.19%) Apache Flume
3 2 (0.19%) HDFS
4 1 (0.095%) Oracle RAC
4 1 (0.095%) Virtual Machines
Systems Management
1 14 (1.33%) Microsoft Intune
2 10 (0.95%) Oracle EDQ
3 4 (0.38%) Control-M
3 4 (0.38%) Pacemaker
3 4 (0.38%) Puppet
4 3 (0.29%) Microsoft Clustering
5 1 (0.095%) Ansible
5 1 (0.095%) Hadoop YARN
5 1 (0.095%) SCCM
Vendors
1 186 (17.70%) Oracle
2 145 (13.80%) Microsoft
3 122 (11.61%) SAP
4 79 (7.52%) Informatica
5 45 (4.28%) Tableau
6 34 (3.24%) Talend
7 31 (2.95%) IBM
8 29 (2.76%) Teradata
9 24 (2.28%) Salesforce.com
10 22 (2.09%) Cognos
11 20 (1.90%) Trillium
12 17 (1.62%) Netezza
13 14 (1.33%) Sybase
14 12 (1.14%) Hyperion
15 10 (0.95%) DataFlux
15 10 (0.95%) GoldenSource
15 10 (0.95%) Google
16 8 (0.76%) Ab Initio
17 7 (0.67%) Cloudera
18 6 (0.57%) Alteryx
London
Rullion IT Plus
Posted: 2 days ago
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Rate: From £32,000 to £42,000 per annum £32,000 - £42,000 plus £6,000 car al
Posted: Yesterday
Bracknell, Berkshire
Hydrogen
Rate: £500.00 - £700.00 per day
Posted: 3 days ago
Runcorn, Cheshire
Laudale
Rate: From £575 to £625 per day
Posted: 3 days ago
London
Careerwise UK Limited
Rate: £400 - £425 per day
Posted: 4 days ago
London
Vivid Resourcing
Rate: £600 - £635 per day
Posted: 4 days ago