The table below looks at the statistics for MS Excel skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited MS Excel over the 3 months to 20 January 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
20 Jan 2017
Same period 2016 Same period 2015
Microsoft Office Excel
UK
Rank 32 29 26
Rank change year-on-year
-3 -3
Contract jobs citing MS Excel 2485 2977 3175
As % of all contract IT jobs located in the UK 5.55% 5.86% 6.24%
As % of the Applications category 53.43% 51.95% 51.63%
Number of daily rates quoted 1551 1699 1808
Median daily rate £370 £350 £340
Median daily rate % change year-on-year
+5.71% +2.94%
90% offered a daily rate of more than £165 £160 £155
10% offered a daily rate of more than £525 £501 £500
UK excluding London median daily rate £350 £335 £315
% change year-on-year
+4.47% +6.34%
Number of hourly rates quoted 165 276 305
Median hourly rate £14.49 £16.00 £14.50
Median hourly rate % change year-on-year
-9.43% +10.34%
90% offered a hourly rate of more than £10.46 £10.00 £10.00
10% offered a hourly rate of more than £41.38 £40.00 £26.00
UK excluding London median hourly rate £14.10 £16.50 £14.50
% change year-on-year
-14.54% +13.79%

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

Applications Category
UK
Contract IT job ads with a match in the
Applications category
4651 5730 6150
As % of all contract IT jobs located in the UK 10.39% 11.28% 12.09%
Number of daily rates quoted 2827 3314 3570
Median daily rate £355 £350 £325
Median daily rate % change year-on-year
+1.42% +7.69%
90% offered a daily rate of more than £160 £160 £150
10% offered a daily rate of more than £525 £505 £500
UK excluding London median daily rate £335 £325 £315
% change year-on-year
+3.07% +3.17%
Number of hourly rates quoted 386 501 586
Median hourly rate £14.50 £16.25 £15.00
Median hourly rate % change year-on-year
-10.76% +8.33%
90% offered a hourly rate of more than £10.39 £10.00 £10.25
10% offered a hourly rate of more than £38.65 £41.20 £30.00
UK excluding London median hourly rate £14.00 £16.50 £15.00
% change year-on-year
-15.15% +10.00%

MS Excel
Jobs Demand Trend

The demand trend of contract jobs citing MS Excel as a proportion of all IT contracts with a match in the Applications category.

MS Excel Jobs Demand Trend in the UK

MS Excel
Daily Rate Trend

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

MS Excel Daily Rate Trend in the UK

MS Excel
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing MS Excel within the UK over the 3 months to 20 January 2017.

MS Excel Daily Rate Histogram in the UK

MS Excel
Hourly Rate Trend

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

MS Excel Hourly Rate Trend in the UK

MS Excel
Hourly Rate Histogram

This chart provides a histogram of hourly rates quoted in contract IT jobs citing MS Excel within the UK over the 3 months to 20 January 2017.

MS Excel Hourly Rate Histogram in the UK

MS Excel
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 MS Excel within the UK over the 3 months to 20 January 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 -2 2302 £375 +7.14% 981
London -1 958 £425 +13.33% 332
South East -3 434 £370 +12.12% 191
Berkshire +7 170 £350 +3.70% 33
South West -3 153 £338 -6.25% 53
East of England -2 146 £350 +7.69% 74
West Midlands -7 146 £338 -11.47% 85
North West -4 145 £348 +2.96% 101
Yorkshire 0 132 £364 +21.25% 78
City of London -23 119 £413 +10.00% 78
North East +13 100 £335 +8.06% 17
West Yorkshire +3 92 £363 +20.83% 53
Reading +14 90 £350 -9.67% 11
Scotland -2 87 £320 -5.88% 20
Tyne and Wear +10 84 £350 +12.90% 13
Hampshire -10 84 £390 +11.42% 42
Newcastle upon Tyne +6 82 £350 +12.90% 10
East Midlands -4 70 £300 -7.69% 44
Manchester -1 69 £339 +1.04% 60
Leeds +1 62 £350 +16.66% 36
Buckinghamshire +9 61 £275 +11.11% 14
Coventry -5 53 £375 +7.14% 12
Milton Keynes +6 50 £315 +22.68% 11
Essex +2 50 £280 +18.64% 7
Bristol -9 49 £338 +3.84% 20
Hertfordshire -8 44 £425 +37.09% 26
Surrey -18 43 £419 +16.65% 32
Wiltshire +3 39 £300 -20.00% 3
Birmingham -2 30 £303 -27.10% 27
Edinburgh -1 29 £350 +2.33% 8

MS Excel
Top 30 Related IT Skills

For the 6 months to 20 January 2017, IT contractor jobs citing MS Excel 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 MS Excel.

1 3689 (67.17%) Microsoft
2 1720 (31.32%) MS Office
3 1551 (28.24%) Windows
4 1334 (24.29%) Finance
5 1138 (20.72%) SQL
6 1022 (18.61%) SQL Server
7 1019 (18.55%) MS PowerPoint
8 974 (17.73%) Active Directory
9 858 (15.62%) Project Management
10 854 (15.55%) Agile Software Development
11 804 (14.64%) Analytical Skills
12 698 (12.71%) ITIL
13 694 (12.64%) MS Project
14 668 (12.16%) Security Cleared
15 652 (11.87%) SharePoint
16 603 (10.98%) .NET
17 541 (9.85%) Degree
18 539 (9.81%) Stakeholder Management
19 530 (9.65%) MS Visio
20 506 (9.21%) Windows Server
21 499 (9.09%) C#
22 483 (8.79%) PRINCE2
23 470 (8.56%) Business Intelligence
24 465 (8.47%) Migration
25 448 (8.16%) Oracle
26 430 (7.83%) SC Cleared
27 421 (7.67%) Banking
28 419 (7.63%) VMware
29 408 (7.43%) Office 365
30 407 (7.41%) Windows 7

MS Excel
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
1 652 (11.87%) SharePoint
2 302 (5.50%) MS Exchange
3 185 (3.37%) Skype for Business
4 143 (2.60%) IIS
5 125 (2.28%) Exchange Server 2010
6 110 (2.00%) BizTalk Server
7 87 (1.58%) SharePoint 2013
8 73 (1.33%) Exchange Server 2013
9 70 (1.27%) CMS
10 66 (1.20%) WebSphere
11 61 (1.11%) SharePoint 2010
12 59 (1.07%) Exchange Server 2007
13 51 (0.93%) IBM Notes
14 43 (0.78%) SAS
15 39 (0.71%) Confluence
16 38 (0.69%) Blackberry Enterprise Server
17 32 (0.58%) Apache
18 31 (0.56%) Tomcat
19 30 (0.55%) Exchange Server 2003
20 29 (0.53%) OpenStack
Applications
1 1720 (31.32%) MS Office
2 1019 (18.55%) MS PowerPoint
3 694 (12.64%) MS Project
4 530 (9.65%) MS Visio
5 114 (2.08%) Spreadsheet
6 32 (0.58%) Photoshop
7 24 (0.44%) Adobe Illustrator
8 16 (0.29%) InfoPath
9 12 (0.22%) Adobe Creative Suite
10 11 (0.20%) AutoCAD
10 11 (0.20%) Open Workbench
10 11 (0.20%) SPSS
11 8 (0.15%) Acrobat
12 7 (0.13%) InDesign
13 2 (0.036%) Adobe Captivate
13 2 (0.036%) Camtasia
13 2 (0.036%) Revit
13 2 (0.036%) Stata
14 1 (0.018%) Adobe Premiere
14 1 (0.018%) Maya
Business Applications
1 310 (5.64%) Dynamics CRM
2 72 (1.31%) Dynamics AX
3 46 (0.84%) Dynamics NAV
4 34 (0.62%) Oracle EBS
5 23 (0.42%) SAP Oil and Gas
6 19 (0.35%) Oracle EBS R12
7 18 (0.33%) Primavera
8 16 (0.29%) Remedy ITSM
9 13 (0.24%) Oracle ERP
9 13 (0.24%) Oracle Receivables
10 12 (0.22%) SAP BPC
11 8 (0.15%) Dynamics GP
11 8 (0.15%) Oracle Payables
11 8 (0.15%) SAP hybris
12 7 (0.13%) CA PPM
13 6 (0.11%) Maximo
13 6 (0.11%) Oracle Applications
13 6 (0.11%) SAP FI
13 6 (0.11%) SAP HR
13 6 (0.11%) SAP MII
Cloud Services
1 408 (7.43%) Office 365
2 363 (6.61%) Microsoft Azure
3 144 (2.62%) IaaS
4 138 (2.51%) SaaS
5 123 (2.24%) PaaS
6 95 (1.73%) Amazon AWS
7 49 (0.89%) Yammer
8 40 (0.73%) Azure Active Directory
9 24 (0.44%) OneDrive
10 21 (0.38%) Cloud Computing
10 21 (0.38%) SuccessFactors
11 20 (0.36%) Google Analytics
12 18 (0.33%) Boomi
13 12 (0.22%) HP Helion
14 10 (0.18%) Google Tag Manager
15 8 (0.15%) GitHub
16 7 (0.13%) Google Drive
17 6 (0.11%) Amazon EC2
18 5 (0.091%) Adobe Analytics
18 5 (0.091%) G Suite
Communications & Networking
1 228 (4.15%) DNS
2 173 (3.15%) DHCP
3 172 (3.13%) Firewall
4 166 (3.02%) TCP/IP
5 138 (2.51%) Internet
6 135 (2.46%) LAN
7 131 (2.39%) WAN
8 121 (2.20%) Skype
9 112 (2.04%) SAN
10 97 (1.77%) VPN
11 81 (1.47%) Wireless
12 70 (1.27%) Wi-Fi
13 54 (0.98%) VoIP
14 52 (0.95%) HTTP
15 45 (0.82%) LTE
16 44 (0.80%) Network Security
17 39 (0.71%) LDAP
17 39 (0.71%) NAS
18 38 (0.69%) VLAN
19 37 (0.67%) Intranet
Database & Business Intelligence
1 1022 (18.61%) SQL Server
2 332 (6.05%) SQL Server Integration Services
3 324 (5.90%) SQL Server Reporting Services
4 237 (4.32%) Data Warehouse
5 193 (3.51%) SQL Server Analysis Services
6 190 (3.46%) SQL Server 2008
7 180 (3.28%) MS Access
8 132 (2.40%) SQL Server 2012
9 109 (1.98%) Relational Database
10 96 (1.75%) Power BI
11 75 (1.37%) SQL Server 2014
12 73 (1.33%) Oracle Database
13 66 (1.20%) BusinessObjects
14 64 (1.17%) MySQL
15 60 (1.09%) Oracle Reports
16 59 (1.07%) QlikView
17 58 (1.06%) Data Mining
18 48 (0.87%) SQL Server 2005
19 46 (0.84%) Big Data
20 39 (0.71%) Hadoop
Development Applications
1 187 (3.40%) Visual Studio
2 163 (2.97%) Team Foundation Server
3 157 (2.86%) JIRA
4 50 (0.91%) Git (software)
5 47 (0.86%) Subversion
6 38 (0.69%) Selenium
7 31 (0.56%) Jenkins
7 31 (0.56%) NUnit
8 29 (0.53%) TeamCity
9 22 (0.40%) Visual Studio Team System
10 21 (0.38%) MSBuild
11 20 (0.36%) Maven
12 18 (0.33%) Eclipse
12 18 (0.33%) SQL Server Management Studio (SSMS)
13 15 (0.27%) Ant
13 15 (0.27%) Cucumber
14 14 (0.25%) MSTest
15 12 (0.22%) Oracle Forms
15 12 (0.22%) SoapUI
15 12 (0.22%) SpecFlow
General
1 1334 (24.29%) Finance
2 421 (7.67%) Banking
3 267 (4.86%) Retail
4 245 (4.46%) Telecoms
5 163 (2.97%) Marketing
6 143 (2.60%) Legal
7 134 (2.44%) Advertising
8 114 (2.08%) Investment Banking
9 98 (1.78%) Manufacturing
10 83 (1.51%) Law
11 71 (1.29%) Back Office
11 71 (1.29%) Front Office
12 47 (0.86%) Financial Institution
13 46 (0.84%) Billing
14 44 (0.80%) French Language
15 42 (0.76%) Publishing
16 41 (0.75%) German Language
17 38 (0.69%) Pharmaceutical
17 38 (0.69%) Retail Banking
18 34 (0.62%) Electronics
Job Titles
1 1319 (24.02%) Analyst
2 827 (15.06%) Developer
3 376 (6.85%) Project Manager
4 308 (5.61%) Consultant
5 301 (5.48%) Architect
6 256 (4.66%) Business Analyst
7 251 (4.57%) Administrator
8 246 (4.48%) Support Engineer
9 222 (4.04%) Support Analyst
10 212 (3.86%) Service Analyst
11 190 (3.46%) .NET Developer
12 177 (3.22%) Service Desk Analyst
13 167 (3.04%) 2nd Line Support
14 165 (3.00%) Data Analyst
15 161 (2.93%) IT Support
16 154 (2.80%) SQL Developer
17 131 (2.39%) IT Analyst
18 130 (2.37%) Desktop Support
19 110 (2.00%) C# Developer
20 108 (1.97%) Solutions Architect
Libraries, Frameworks & Software Standards
1 603 (10.98%) .NET
2 242 (4.41%) HTML
3 211 (3.84%) ASP.NET
4 189 (3.44%) CSS
4 189 (3.44%) XML
5 165 (3.00%) Web Services
6 133 (2.42%) .NET Framework
7 105 (1.91%) jQuery
8 93 (1.69%) ASP.NET MVC
9 81 (1.47%) AngularJS
10 73 (1.33%) ASP.NET Web API
10 73 (1.33%) WCF
11 63 (1.15%) HTML5
12 57 (1.04%) Entity Framework
13 54 (0.98%) Middleware
13 54 (0.98%) REST
14 52 (0.95%) SOAP
15 50 (0.91%) COM
16 48 (0.87%) XSLT
17 45 (0.82%) JSON
Miscellaneous
1 804 (14.64%) Analytical Skills
2 344 (6.26%) Management Information System
3 209 (3.81%) Data Centre
4 140 (2.55%) Computer Science
5 88 (1.60%) Blackberry
6 77 (1.40%) User Experience
7 70 (1.27%) Driving Licence
8 61 (1.11%) e-Learning
9 60 (1.09%) Visualisation
10 58 (1.06%) Smartphone
11 54 (0.98%) Virtual Team
12 51 (0.93%) Statistics
13 49 (0.89%) Equities
14 48 (0.87%) Mobile App
14 48 (0.87%) NHS
15 47 (0.86%) Clustering
16 43 (0.78%) Data Structures
16 43 (0.78%) Mathematics
17 42 (0.76%) Data Integration
18 38 (0.69%) Enterprise Software
Operating Systems
1 1551 (28.24%) Windows
2 506 (9.21%) Windows Server
3 407 (7.41%) Windows 7
4 326 (5.94%) Linux
5 290 (5.28%) Windows Server 2008
6 256 (4.66%) Windows Server 2012
7 181 (3.30%) Unix
8 164 (2.99%) Windows 10
9 127 (2.31%) Windows XP
10 119 (2.17%) Windows 8
11 118 (2.15%) Windows Server 2003
12 86 (1.57%) Android
13 77 (1.40%) Apple iOS
14 63 (1.15%) AIX
15 57 (1.04%) Red Hat Enterprise Linux
16 56 (1.02%) Windows 2000
17 46 (0.84%) Mac OS X
18 38 (0.69%) Solaris
19 18 (0.33%) Windows Vista
20 14 (0.25%) zOS
Processes & Methodologies
1 858 (15.62%) Project Management
2 854 (15.55%) Agile Software Development
3 698 (12.71%) ITIL
4 539 (9.81%) Stakeholder Management
5 483 (8.79%) PRINCE2
6 470 (8.56%) Business Intelligence
7 465 (8.47%) Migration
8 403 (7.34%) CRM
9 368 (6.70%) Change Management
10 317 (5.77%) Data Analysis
11 244 (4.44%) Service Management
12 237 (4.32%) Data Management
13 235 (4.28%) Business Analysis
14 216 (3.93%) Analytics
15 212 (3.86%) MVC
16 211 (3.84%) Programme Management
16 211 (3.84%) Scrum
17 208 (3.79%) Risk Management
18 201 (3.66%) SDLC
19 189 (3.44%) ETL
Programming Languages
1 1138 (20.72%) SQL
2 499 (9.09%) C#
3 272 (4.95%) PowerShell
4 267 (4.86%) JavaScript
5 265 (4.83%) T-SQL
6 244 (4.44%) VBA
7 180 (3.28%) Java
8 154 (2.80%) C
9 149 (2.71%) VB
10 97 (1.77%) Python
11 68 (1.24%) C++
12 65 (1.18%) VB.NET
13 58 (1.06%) Perl
14 44 (0.80%) Shell Script
14 44 (0.80%) VBScript
15 34 (0.62%) PL/SQL
16 31 (0.56%) PHP
17 20 (0.36%) VB6
18 19 (0.35%) Scala
19 18 (0.33%) Bash Shell
Qualifications
1 668 (12.16%) Security Cleared
2 541 (9.85%) Degree
3 430 (7.83%) SC Cleared
4 235 (4.28%) Microsoft Certification
5 144 (2.62%) MCSE
6 129 (2.35%) DV Cleared
7 103 (1.88%) ITIL Certification
8 87 (1.58%) Cisco Certification
9 82 (1.49%) PMP
10 68 (1.24%) CCNA
10 68 (1.24%) ISEB
11 63 (1.15%) PMI Certification
12 54 (0.98%) MCP
13 53 (0.97%) PRINCE2 Practitioner
14 52 (0.95%) ISTQB
15 50 (0.91%) BPSS Clearance
16 49 (0.89%) MCITP
17 48 (0.87%) MCSA
18 41 (0.75%) CISSP
19 36 (0.66%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 227 (4.13%) SLA
2 162 (2.95%) QA
3 108 (1.97%) Data Quality
4 55 (1.00%) Disclosure Scotland
5 38 (0.69%) ISO/IEC 27001
6 32 (0.58%) COBIT
7 27 (0.49%) Sarbanes-Oxley
8 19 (0.35%) PCI DSS
9 14 (0.25%) JSP 440
10 12 (0.22%) Basel III
10 12 (0.22%) ISO 9000
11 11 (0.20%) ISO 9001
12 10 (0.18%) ISO27002
13 8 (0.15%) MiFID
14 7 (0.13%) GxP
14 7 (0.13%) HMG Security Policy Framework
15 6 (0.11%) CRD IV
15 6 (0.11%) Solvency II
16 5 (0.091%) GAAP
16 5 (0.091%) RMADS
System Software
1 974 (17.73%) Active Directory
2 268 (4.88%) VMware Infrastructure
3 129 (2.35%) Hyper-V
4 82 (1.49%) vSphere
5 60 (1.09%) XenApp
6 50 (0.91%) VMware ESXi
7 36 (0.66%) VMware ESX
8 28 (0.51%) Microsoft App-V
9 27 (0.49%) Virtual Machines
9 27 (0.49%) XenDesktop
10 20 (0.36%) Virtual Desktop
11 19 (0.35%) Terminal Services
11 19 (0.35%) Virtual Servers
12 18 (0.33%) Docker
12 18 (0.33%) XenServer
13 17 (0.31%) NFS
14 11 (0.20%) Microsoft Virtual Server
14 11 (0.20%) Oracle RAC
15 10 (0.18%) Xen
16 9 (0.16%) KVM
Systems Management
1 206 (3.75%) SCCM
2 50 (0.91%) SCOM
3 35 (0.64%) HP Quality Center
4 33 (0.60%) WSUS
5 27 (0.49%) Backup Exec
6 24 (0.44%) Puppet
7 17 (0.31%) Microsoft Data Protection Manager
7 17 (0.31%) Systems Management Server (SMS)
7 17 (0.31%) vRealize
8 16 (0.29%) AirWatch
8 16 (0.29%) Microsoft Clustering
8 16 (0.29%) PowerCLI
9 14 (0.25%) Nagios
9 14 (0.25%) Opscode Chef
10 13 (0.24%) Microsoft Intune
10 13 (0.24%) WMI
11 12 (0.22%) Norton AntiVirus
12 11 (0.20%) Ansible
12 11 (0.20%) HP SiteScope
13 10 (0.18%) Tivoli Storage Manager
Vendors
1 3689 (67.17%) Microsoft
2 448 (8.16%) Oracle
3 419 (7.63%) VMware
4 288 (5.24%) SAP
5 271 (4.93%) Citrix
6 242 (4.41%) Cisco
7 169 (3.08%) HP
8 124 (2.26%) Remedy
9 107 (1.95%) Salesforce.com
10 84 (1.53%) Dell
11 79 (1.44%) IBM
12 78 (1.42%) Google
13 65 (1.18%) Apple
14 62 (1.13%) Red Hat
15 60 (1.09%) Adobe
16 59 (1.07%) CheckPoint
17 54 (0.98%) Tableau
18 51 (0.93%) Lotus
19 48 (0.87%) Cognos
19 48 (0.87%) Infor
West Midlands
ReThink Recruitment
Rate: £0.00 per annum
Posted: 1 hour ago
Oldbury, West Midlands (County)
Owen Daniels Consultancy
Rate: Up to £10 per hour
Posted: 4 hours ago
South West London
Spring Technology
Rate: £120 - £170 per day
Posted: 3 hours ago
Farnborough, Hampshire
Lorien Resourcing
Rate: £9.38 - £10.38 per annum
Posted: 3 days ago
Belfast, County Antrim
HAYS INFORMATION TECHNOLOGY
Rate: £12.00 per hour
Posted: 19 hours ago
Holmfirth, West Yorkshire
Venn Group
Rate: £10 - £11 Per Hour
Posted: Yesterday
Northampton, Northamptonshire
Modis International
Rate: £15 - £16 per hour
Posted: Yesterday
London
Hays Talent Solutions
Rate: £112.50 per day
Posted: 20 hours ago
Newcastle Upon Tyne, Tyne and Wear
Reed Technology
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Leicestershire
Lorien Resourcing
Rate: Market rate
Posted: 2 days ago
Darlington, County Durham
Randstad Strategic Accounts
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City, London
ComputAppoint
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London
Energon People
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Belfast, County Antrim
HAYS INFORMATION TECHNOLOGY
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Manchester, Lancashire
Harvey Nash plc
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Leeds, West Yorkshire
Elevate Direct
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London
Lorien Resourcing
Posted: 3 days ago
London
JM
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Northampton, Northamptonshire
IT Talent Solutions
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South West London
People Source Consulting
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Plymouth, Devon
Experis Ltd
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Coventry, West Midlands (County)
Difrent
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Posted: Yesterday
Newport, Gwent
Randstad Technologies
Rate: £30 - £50 per hour
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Slough, Berkshire
Global Technology Solutions Ltd
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Leeds, West Yorkshire
Hydrogen Group
Rate: £225.00 - £285.00 per annum
Posted: 21 hours ago
City, London
Hydrogen Group
Rate: £215.00 - £285.00 per annum
Posted: 21 hours ago
Preston, Lancashire
HAYS INFORMATION TECHNOLOGY
Rate: £500.00 - £550.00 per day
Posted: 3 days ago
North East
LA International
Rate: £250 - £300 per day
Posted: 22 hours ago
London
Harris Global
Rate: Up to £650 per day
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Cardiff, South Glamorgan
HAYS INFORMATION TECHNOLOGY
Rate: Market rate
Posted: 3 days ago