The table below looks at the statistics for Data Management skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Data Management over the 3 months to 23 February 2017 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
23 Feb 2017
Same period 2016 Same period 2015
Data Management
UK
Rank 152 157 169
Rank change year-on-year
+5 +12
Contract jobs citing Data Management 751 828 711
As % of all contract IT jobs located in the UK 1.65% 1.59% 1.35%
As % of the Processes & Methodologies category 2.00% 1.92% 1.71%
Number of daily rates quoted 506 538 434
Median daily rate £438 £450 £440
Median daily rate % change year-on-year
-2.77% +2.27%
90% offered a daily rate of more than £298 £297 £275
10% offered a daily rate of more than £600 £625 £650
UK excluding London median daily rate £400 £425 £413
% change year-on-year
-5.88% +3.03%
Number of hourly rates quoted 13 21 8
Median hourly rate £27.50 £19.50 £22.50
Median hourly rate % change year-on-year
+41.06% -13.35%
90% offered a hourly rate of more than £12.40 £12.00 £13.00
10% offered a hourly rate of more than £41.50 £49.82 £31.40
UK excluding London median hourly rate £30.00 £16.09 £22.00
% change year-on-year
+86.45% -26.86%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised across the UK.

Processes & Methodologies Category
UK
Contract IT job ads with a match in the
Processes & Methodologies category
37558 43101 41682
As % of all contract IT jobs located in the UK 82.77% 82.82% 79.38%
Number of daily rates quoted 24946 28188 26403
Median daily rate £450 £425 £423
Median daily rate % change year-on-year
+5.88% +0.59%
90% offered a daily rate of more than £300 £295 £280
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £410 £400 £400
% change year-on-year
+2.50% -
Number of hourly rates quoted 952 1185 1115
Median hourly rate £35.75 £38.05 £26.00
Median hourly rate % change year-on-year
-6.04% +46.34%
90% offered a hourly rate of more than £13.00 £13.00 £12.00
10% offered a hourly rate of more than £55.00 £57.00 £47.50
UK excluding London median hourly rate £36.00 £40.00 £27.50
% change year-on-year
-10.00% +45.45%

Data Management
Jobs Demand Trend

The demand trend of contract jobs citing Data Management as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Management Jobs Demand Trend in the UK

Data Management
Daily Rate Trend

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Management within the UK.

Data Management Daily Rate Trend in the UK

Data Management
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Management within the UK over the 3 months to 23 February 2017.

Data Management Daily Rate Histogram in the UK

Data Management
Hourly Rate Trend

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Management within the UK.

Data Management Hourly Rate Trend in the UK

Data Management
Hourly Rate Histogram

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Management within the UK over the 3 months to 23 February 2017.

Data Management Hourly Rate Histogram in the UK

Data Management
Top 30 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Management within the UK over the 3 months to 23 February 2017. 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 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
England +9 695 £440 -4.34% 164
London -15 335 £475 -5.00% 93
South East +15 129 £373 -17.22% 24
City of London -10 59 £475 -9.52% 30
North East +22 51 £375 -16.89% 1
Tyne and Wear +26 46 £375 -17.58%
North West +30 45 £380 -20.00% 16
Newcastle upon Tyne +19 45 £375 -17.58%
West Midlands -3 39 £450 - 3
East of England +14 35 £463 +8.88% 6
Kent +36 28 £338 -15.62% 3
South West +10 27 £410 +21.48% 8
Berkshire -18 25 £513 +7.89% 7
Scotland +3 21 £350 -15.15% 5
Yorkshire -9 21 £425 -10.52% 7
Surrey +29 20 £314 -27.32% 5
West Yorkshire +12 19 £425 -12.82% 3
West Sussex +3 19 £413 +10.00% 1
Hampshire +9 18 £200 -55.55% 4
Birmingham +3 15 £475 +28.37% 1
Manchester +7 13 £413 -8.33% 9
Cheshire +34 12 £278 -21.83% 3
Bristol +1 11 £394 +32.57% 2
East Midlands -15 11 £475 +58.33% 5
Lancashire +17 10 £356 -35.22% 3
Canary Wharf +7 10 £525 +10.52%
Cardiff +26 9 £500 +53.84%
South Wales +22 9 £500 +53.84% 1
Wales +13 9 £500 +53.84% 3
Edinburgh +5 9 £350 -12.50% 4

Data Management
Top 30 Related IT Skills

For the 6 months to 23 February 2017, IT contractor jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads with a requirement for Data Management.

1 516 (29.88%) Finance
2 453 (26.23%) SQL
3 401 (23.22%) Data Modelling
4 384 (22.24%) Agile Software Development
5 354 (20.50%) Analytical Skills
6 333 (19.28%) Oracle
7 332 (19.22%) Master Data Management
8 319 (18.47%) Business Intelligence
9 286 (16.56%) Microsoft
10 277 (16.04%) Data Quality
11 274 (15.87%) SQL Server
12 248 (14.36%) MS Excel
13 244 (14.13%) Data Warehouse
14 229 (13.26%) ETL
15 217 (12.57%) Analytics
16 211 (12.22%) Data Analysis
17 208 (12.04%) Data Governance
18 205 (11.87%) Banking
19 199 (11.52%) Change Management
20 196 (11.35%) ITIL
21 194 (11.23%) SAP
22 186 (10.77%) Java
23 173 (10.02%) Management Information System
24 167 (9.67%) Open Source
25 162 (9.38%) CRM
26 156 (9.03%) Windows
26 156 (9.03%) Degree
27 155 (8.98%) Data Architecture
27 155 (8.98%) Migration
28 153 (8.86%) Stakeholder Management

Data Management
Top Related IT Skills 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 82 (4.75%) SharePoint
2 72 (4.17%) SAS
3 46 (2.66%) BizTalk Server
4 45 (2.61%) Skype for Business
5 42 (2.43%) Apache Spark
6 41 (2.37%) WebSphere
7 30 (1.74%) Oracle Application Server
8 25 (1.45%) Oracle SOA Suite
9 23 (1.33%) IIS
10 21 (1.22%) CMS
10 21 (1.22%) Confluence
11 17 (0.98%) Oracle Workflow
12 12 (0.69%) nginx
12 12 (0.69%) Tomcat
12 12 (0.69%) Tuxedo
13 11 (0.64%) NetWeaver
13 11 (0.64%) SAP EP
13 11 (0.64%) WebLogic
14 10 (0.58%) Apache
15 8 (0.46%) Apache Pig
Applications
1 248 (14.36%) MS Excel
2 103 (5.96%) MS PowerPoint
3 58 (3.36%) MS Office
4 23 (1.33%) MS Project
5 22 (1.27%) MS Visio
6 17 (0.98%) SPSS
7 13 (0.75%) Spreadsheet
8 7 (0.41%) Adobe Illustrator
8 7 (0.41%) Photoshop
8 7 (0.41%) Pro/ENGINEER
8 7 (0.41%) PTC Creo
9 5 (0.29%) AutoCAD
9 5 (0.29%) CATIA
9 5 (0.29%) Siemens NX
10 3 (0.17%) Windchill
11 1 (0.058%) Stata
11 1 (0.058%) Weka
Business Applications
1 65 (3.76%) Dynamics CRM
2 41 (2.37%) Oracle EBS
3 36 (2.08%) Oracle EBS R12
4 31 (1.80%) SAP MDM
5 20 (1.16%) Dynamics AX
6 14 (0.81%) Markit EDM
6 14 (0.81%) SAP CRM
6 14 (0.81%) SAP ERP
6 14 (0.81%) SAP PSCD
7 12 (0.69%) SAP MDG
8 10 (0.58%) Adobe Campaign
8 10 (0.58%) HFM
8 10 (0.58%) SAP FI
8 10 (0.58%) SAP Oil and Gas
9 9 (0.52%) Oracle Applications
9 9 (0.52%) Oracle Cash Management
9 9 (0.52%) Oracle Payables
10 8 (0.46%) Unica
11 7 (0.41%) SAP IS-U
11 7 (0.41%) thinkFolio
Cloud Services
1 130 (7.53%) SaaS
2 121 (7.01%) IaaS
3 119 (6.89%) PaaS
4 69 (4.00%) Microsoft Azure
5 52 (3.01%) Office 365
6 42 (2.43%) Yammer
7 36 (2.08%) Amazon AWS
8 12 (0.69%) GitHub
9 8 (0.46%) Adobe Analytics
9 8 (0.46%) Google Analytics
9 8 (0.46%) HP Helion
10 7 (0.41%) Cloud Computing
10 7 (0.41%) Google Tag Manager
11 5 (0.29%) Amazon EC2
12 4 (0.23%) BlueKai
12 4 (0.23%) Force.com
12 4 (0.23%) Google App Engine
12 4 (0.23%) Google Cloud Platform
13 3 (0.17%) AWS CloudFormation
13 3 (0.17%) SuccessFactors
Communications & Networking
1 23 (1.33%) LDAP
2 16 (0.93%) Internet
2 16 (0.93%) SAN
3 14 (0.81%) DNS
3 14 (0.81%) Firewall
4 12 (0.69%) DHCP
5 10 (0.58%) HTTP
6 8 (0.46%) FTP
6 8 (0.46%) Network Security
7 6 (0.35%) HTTPS
7 6 (0.35%) SSL
7 6 (0.35%) TCP/IP
7 6 (0.35%) X.509
8 4 (0.23%) IPsec
8 4 (0.23%) iSCSI
8 4 (0.23%) NAS
9 3 (0.17%) Kerberos
9 3 (0.17%) Unified Communications
9 3 (0.17%) VLAN
10 2 (0.12%) FCoE
Database & Business Intelligence
1 274 (15.87%) SQL Server
2 244 (14.13%) Data Warehouse
3 139 (8.05%) Big Data
4 118 (6.83%) Hadoop
5 102 (5.91%) SQL Server Reporting Services
6 90 (5.21%) Oracle Database
7 88 (5.10%) SQL Server Integration Services
8 75 (4.34%) NoSQL
9 70 (4.05%) BusinessObjects
10 68 (3.94%) QlikView
11 67 (3.88%) Relational Database
12 58 (3.36%) MongoDB
12 58 (3.36%) Oracle Reports
13 49 (2.84%) DB2
14 45 (2.61%) SQL Server Analysis Services
15 42 (2.43%) Oracle Database 12c
16 41 (2.37%) Apache Hive
17 37 (2.14%) HBase
18 29 (1.68%) SQL Server 2012
19 28 (1.62%) IBM InfoSphere
Development Applications
1 72 (4.17%) Team Foundation Server
2 55 (3.18%) JIRA
3 42 (2.43%) Git (software)
4 36 (2.08%) Talend Open Studio
5 32 (1.85%) Jenkins
6 25 (1.45%) ERwin
7 21 (1.22%) SQL Server Management Studio (SSMS)
8 19 (1.10%) webpack
9 17 (0.98%) GitLab
9 17 (0.98%) Protractor
10 14 (0.81%) Selenium
10 14 (0.81%) Sonatype Nexus
11 13 (0.75%) Cucumber
12 10 (0.58%) Eclipse
12 10 (0.58%) Gradle
12 10 (0.58%) gulp
12 10 (0.58%) Subversion
13 8 (0.46%) IntelliJ
13 8 (0.46%) NetBeans
14 7 (0.41%) Maven
General
1 516 (29.88%) Finance
2 205 (11.87%) Banking
3 110 (6.37%) Retail
4 93 (5.39%) Marketing
5 79 (4.57%) Investment Banking
6 48 (2.78%) Front Office
6 48 (2.78%) Telecoms
7 44 (2.55%) Legal
8 26 (1.51%) General Ledger
9 23 (1.33%) Manufacturing
9 23 (1.33%) Pharmaceutical
10 17 (0.98%) Publishing
11 14 (0.81%) Back Office
12 10 (0.58%) French Language
13 9 (0.52%) Advertising
13 9 (0.52%) Financial Institution
14 8 (0.46%) Electronics
14 8 (0.46%) German Language
14 8 (0.46%) Law
14 8 (0.46%) Local Government
Job Titles
1 426 (24.67%) Analyst
2 296 (17.14%) Architect
3 259 (15.00%) Developer
4 187 (10.83%) Data Architect
5 176 (10.19%) Data Analyst
6 152 (8.80%) Business Analyst
7 135 (7.82%) Consultant
8 71 (4.11%) Administrator
9 67 (3.88%) DBA
10 66 (3.82%) Project Manager
11 57 (3.30%) Data Manager
12 54 (3.13%) Solutions Architect
13 52 (3.01%) Data Business Analyst
14 45 (2.61%) Operations Engineer
15 41 (2.37%) Java Developer
15 41 (2.37%) Senior Operations Engineer
16 40 (2.32%) Data Consultant
17 36 (2.08%) Oracle DBA
17 36 (2.08%) SAP Consultant
18 34 (1.97%) SQL Analyst
Libraries, Frameworks & Software Standards
1 124 (7.18%) .NET
2 106 (6.14%) XML
3 97 (5.62%) Web Services
4 73 (4.23%) HTML
5 62 (3.59%) CSS
6 50 (2.90%) AngularJS
7 44 (2.55%) JSON
8 43 (2.49%) COM
8 43 (2.49%) REST
9 33 (1.91%) Middleware
10 32 (1.85%) Node.js
10 32 (1.85%) SOAP
11 30 (1.74%) .NET Framework
11 30 (1.74%) J2EE
12 28 (1.62%) Spring
13 22 (1.27%) Entity Framework
13 22 (1.27%) RESTful
13 22 (1.27%) XSD
14 21 (1.22%) Kafka
15 19 (1.10%) LINQ to SQL
Miscellaneous
1 354 (20.50%) Analytical Skills
2 173 (10.02%) Management Information System
3 118 (6.83%) Data Structures
4 93 (5.39%) Fintech
5 83 (4.81%) Reference Data
6 62 (3.59%) Equities
7 55 (3.18%) Algorithms
8 44 (2.55%) Computer Science
9 43 (2.49%) Foreign Exchange (FX)
10 38 (2.20%) Derivative
11 30 (1.74%) User Experience
12 28 (1.62%) Credit Risk
13 24 (1.39%) Taxonomies
14 22 (1.27%) Tandem
15 20 (1.16%) Fixed Income
16 18 (1.04%) Life Science
17 17 (0.98%) Mainframe
18 16 (0.93%) Clustering
18 16 (0.93%) Enterprise Software
19 15 (0.87%) Data Centre
Operating Systems
1 156 (9.03%) Windows
2 143 (8.28%) Linux
3 141 (8.16%) Unix
4 52 (3.01%) AIX
5 37 (2.14%) Windows XP
6 36 (2.08%) Windows 2000
7 19 (1.10%) Windows Server
8 18 (1.04%) VME
9 12 (0.69%) Windows Server 2012
10 11 (0.64%) CentOS
11 7 (0.41%) MVS
12 6 (0.35%) Red Hat Enterprise Linux
12 6 (0.35%) Windows 7
12 6 (0.35%) Windows Server 2008
12 6 (0.35%) zOS
13 5 (0.29%) Solaris
14 3 (0.17%) Apple iOS
14 3 (0.17%) Windows Server 2003
15 2 (0.12%) Fedora
15 2 (0.12%) Windows 8
Processes & Methodologies
1 401 (23.22%) Data Modelling
2 384 (22.24%) Agile Software Development
3 332 (19.22%) Master Data Management
4 319 (18.47%) Business Intelligence
5 229 (13.26%) ETL
6 217 (12.57%) Analytics
7 211 (12.22%) Data Analysis
8 208 (12.04%) Data Governance
9 199 (11.52%) Change Management
10 196 (11.35%) ITIL
11 167 (9.67%) Open Source
12 162 (9.38%) CRM
13 155 (8.98%) Data Architecture
13 155 (8.98%) Migration
14 153 (8.86%) Stakeholder Management
15 151 (8.74%) Project Management
16 122 (7.06%) SDLC
17 119 (6.89%) DevOps
18 117 (6.77%) Data Integration
19 109 (6.31%) PRINCE2
Programming Languages
1 453 (26.23%) SQL
2 186 (10.77%) Java
3 117 (6.77%) Python
4 103 (5.96%) C#
5 95 (5.50%) JavaScript
6 47 (2.72%) T-SQL
7 43 (2.49%) PL/SQL
8 40 (2.32%) C++
8 40 (2.32%) R
9 35 (2.03%) Shell Script
10 31 (1.80%) Ruby
10 31 (1.80%) VBA
11 28 (1.62%) C
12 26 (1.51%) Perl
13 15 (0.87%) Scala
14 13 (0.75%) Bash Shell
15 12 (0.69%) PowerShell
16 11 (0.64%) PHP
17 10 (0.58%) COBOL
18 9 (0.52%) Apex Code
Qualifications
1 156 (9.03%) Degree
2 97 (5.62%) Security Cleared
3 61 (3.53%) SC Cleared
4 36 (2.08%) BPSS Clearance
5 23 (1.33%) ISEB
6 17 (0.98%) ITIL Certification
7 16 (0.93%) CCA
8 12 (0.69%) ISTQB
9 10 (0.58%) CISM
9 10 (0.58%) CISSP
10 9 (0.52%) Microsoft Certification
11 8 (0.46%) CCNA
11 8 (0.46%) CCNP
11 8 (0.46%) Cisco Certification
11 8 (0.46%) MCSA
12 7 (0.41%) PMP
13 6 (0.35%) CISA
13 6 (0.35%) DV Cleared
13 6 (0.35%) MCSE
13 6 (0.35%) Six Sigma Green Belt
Quality Assurance & Compliance
1 277 (16.04%) Data Quality
2 63 (3.65%) QA
3 44 (2.55%) SLA
4 31 (1.80%) MiFID
5 30 (1.74%) Disclosure Scotland
6 12 (0.69%) Solvency II
7 9 (0.52%) FATCA
8 8 (0.46%) ISO20022
9 7 (0.41%) ISO/IEC 27001
10 5 (0.29%) GDPR
10 5 (0.29%) IFRS
10 5 (0.29%) IFRS 9
10 5 (0.29%) ISO 9000
11 4 (0.23%) Basel III
11 4 (0.23%) Def Stans
11 4 (0.23%) Sarbanes-Oxley
12 3 (0.17%) 21 CFR Part 11
12 3 (0.17%) EMIR
12 3 (0.17%) PCI DSS
13 2 (0.12%) GxP
System Software
1 36 (2.08%) Active Directory
2 23 (1.33%) VMware Infrastructure
3 15 (0.87%) Docker
3 15 (0.87%) HDFS
4 12 (0.69%) Virtual Machines
5 11 (0.64%) vSphere
6 8 (0.46%) VMware ESXi
7 5 (0.29%) NFS
8 4 (0.23%) Apache Flume
8 4 (0.23%) Xen
9 3 (0.17%) Firmware
9 3 (0.17%) Hyper-V
9 3 (0.17%) Oracle Clusterware
10 2 (0.12%) Apache ZooKeeper
10 2 (0.12%) Oracle RAC
10 2 (0.12%) XenApp
11 1 (0.058%) Microsoft App-V
11 1 (0.058%) Terminal Server
11 1 (0.058%) VMware ESX
11 1 (0.058%) zsh
Systems Management
1 32 (1.85%) Puppet
2 20 (1.16%) Opscode Chef
3 15 (0.87%) Ansible
4 10 (0.58%) Hadoop YARN
5 9 (0.52%) HP Quality Center
5 9 (0.52%) Nagios
6 7 (0.41%) Failover Clustering
6 7 (0.41%) SCCM
7 6 (0.35%) SCOM
8 3 (0.17%) Control-M
8 3 (0.17%) Data Guard
8 3 (0.17%) Oracle RMAN
9 2 (0.12%) ITRS Geneos
9 2 (0.12%) Oracle Enterprise Manager
9 2 (0.12%) Red Hat Spacewalk
9 2 (0.12%) SCVMM
9 2 (0.12%) Symantec Enterprise Vault
10 1 (0.058%) OpenAM
10 1 (0.058%) OpenView
10 1 (0.058%) Tivoli Storage Manager
Vendors
1 333 (19.28%) Oracle
2 286 (16.56%) Microsoft
3 194 (11.23%) SAP
4 79 (4.57%) Informatica
5 74 (4.28%) Tableau
6 63 (3.65%) Salesforce.com
7 54 (3.13%) IBM
8 48 (2.78%) Teradata
9 43 (2.49%) Infor
10 37 (2.14%) Netezza
11 36 (2.08%) Talend
12 32 (1.85%) Cognos
12 32 (1.85%) Sybase
13 31 (1.80%) Adobe
14 28 (1.62%) Cloudera
14 28 (1.62%) VMware
15 26 (1.51%) Splunk
16 23 (1.33%) Ab Initio
16 23 (1.33%) ServiceNow
17 21 (1.22%) Google
Alderley Edge, Cheshire
HAYS INFORMATION TECHNOLOGY
Rate: £400.00 - £425.00 per day
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Kent
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Rate: £325 - £350 per day
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Rate: £400.00 per day
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Rate: /
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Rate: £500 - £600 per annum
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London
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Rate: £450.00 - £530.00 per day
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Rate: £500 - £550 per day
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Rate: £550 - £650 per day
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Rate: £450 - £600 per annum
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Rate: Unspecified Market Rates
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Northallerton, North Yorkshire
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Rate: From £33,106 to £35,093 per annum
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Rate: Competitive Rate
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London
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Kent
Opus Recruitment Solutions Ltd
Rate: £300 - £350 per day
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East London
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Rate: From £550 to £680 per day
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Rate: £400 - £500 per day
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Experis Ltd
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