The table below looks at the prevalence of the term Analytical Skills in contract job vacancies. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytical Skills over the 3 months to 28 May 2017 with a comparison to the same period over the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Analytical Skills
UK
3 months to
28 May 2017
Same period 2016 Same period 2015
Rank 29 31 28
Rank change year-on-year +2 -3  
Contract jobs citing Analytical Skills 2831 3203 3297
As % of all contract IT jobs advertised in the UK 6.32% 5.87% 5.97%
As % of the Miscellaneous category 19.19% 17.77% 18.67%
Number of daily rates quoted 1723 2076 1981
Median daily rate £430 £425 £400
Median daily rate % change year-on-year +1.17% +6.25%  
90% offered a daily rate of more than £269 £260 £250
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £400 £396 £360
% change year-on-year +1.01% +10.00%  
Number of hourly rates quoted 69 92 134
Median hourly rate £27.16 £19.25 £17.00
Median hourly rate % change year-on-year +41.09% +13.23%  
90% offered a hourly rate of more than £15.20 £11.65 £11.65
10% offered a hourly rate of more than £50.00 £42.90 £39.70
UK excluding London median hourly rate £31.00 £18.50 £17.11
% change year-on-year +67.56% +8.12%  

Analytical Skills is in the generic IT skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for generic IT skills.

Generic IT Skills
UK
Contract job vacancies with a requirement for generic IT skills 14754 18027 17655
As % of all contract IT job vacancies advertised in the UK 32.95% 33.05% 31.97%
Number of daily rates quoted 9563 11799 10920
Median daily rate £450 £425 £415
Median daily rate % change year-on-year +5.88% +2.40%  
90% offered a daily rate of more than £275 £265 £250
10% offered a daily rate of more than £643 £613 £600
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 459 563 682
Median hourly rate £27.00 £23.00 £18.47
Median hourly rate % change year-on-year +17.39% +24.52%  
90% offered a hourly rate of more than £12.50 £12.50 £12.00
10% offered a hourly rate of more than £50.00 £47.33 £45.00
UK excluding London median hourly rate £29.92 £23.00 £18.50
% change year-on-year +30.08% +24.32%  

Analytical Skills
Job Vacancy Trend

The job posting trend of jobs advertised citing Analytical Skills as a proportion of all contract or permanent IT jobs with a match in the Miscellaneous category.

Job vacancy trend for Analytical Skills in the UK

Analytical Skills
Contractor Daily Rate Trend

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Analytical Skills.

Contractor daily rate trend for Analytical Skills in the UK

Analytical Skills
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Analytical Skills over the 3 months to 28 May 2017.

Contractor daily rate histogram for Analytical Skills in the UK

Analytical Skills
Contractor Hourly Rate Trend

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Analytical Skills.

Contractor hourly rate trend for Analytical Skills in the UK

Analytical Skills
Contractor Hourly Rate Histogram

The hourly rate distribution of IT jobs citing Analytical Skills over the 3 months to 28 May 2017.

Contractor hourly rate histogram for Analytical Skills in the UK

Analytical Skills
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 Analytical Skills within the UK over the 3 months to 28 May 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 2633 £440 +3.52% 1024
London +2 1308 £500 +7.52% 453
South East +8 502 £400 +1.01% 159
City of London -1 199 £488 +1.29% 104
North West +3 169 £411 +5.44% 91
Berkshire +24 150 £450 +12.50% 29
South West +10 132 £390 -7.14% 69
East of England -9 122 £413 +3.12% 82
Yorkshire -13 116 £400 -5.88% 67
Surrey +23 114 £425 +3.03% 25
West Midlands +6 113 £340 -9.33% 55
East Midlands +7 108 £423 +9.03% 32
Scotland 0 106 £383 -0.64% 27
Hampshire +11 90 £353 -6.00% 45
West Yorkshire -7 80 £375 -6.25% 37
Manchester 0 73 £413 -2.94% 54
Leeds -6 69 £375 -16.66% 31
Buckinghamshire 0 60 £325 -21.21% 20
Cheshire +40 56 £400 - 14
Milton Keynes 0 55 £325 -13.33% 14
Reading +28 50 £390 -2.50% 13
West Sussex +20 47 £383 +2.00% 9
Glasgow -4 45 £375 -2.59% 6
Edinburgh -13 42 £388 -4.32% 21
Hertfordshire +9 41 £383 -11.30% 26
Wiltshire +8 40 £428 +1.78% 15
North East +5 40 £371 +10.00% 13
Derbyshire -4 40 £463 +18.58% 3
Derby 0 36 £463 +23.33% 1
Birmingham +4 34 £288 -21.23% 24

For the 6 months to 28 May 2017, IT contractor jobs citing Analytical Skills 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 Analytical Skills.

1 1741 (30.59%) Finance
2 1396 (24.53%) Agile Software Development
3 1211 (21.28%) SQL
4 936 (16.44%) Microsoft
5 804 (14.13%) Degree
6 748 (13.14%) Project Management
7 686 (12.05%) Oracle
8 675 (11.86%) Banking
9 671 (11.79%) Java
10 636 (11.17%) Analytics
11 608 (10.68%) Microsoft Excel
12 576 (10.12%) Stakeholder Management
13 570 (10.01%) Windows
14 522 (9.17%) Linux
15 485 (8.52%) Unix
16 477 (8.38%) ITIL
17 472 (8.29%) Security Cleared
18 467 (8.20%) Business Analysis
19 459 (8.06%) SQL Server
20 452 (7.94%) Business Intelligence
21 431 (7.57%) Microsoft Office
22 414 (7.27%) Python
23 408 (7.17%) JavaScript
24 398 (6.99%) Data Analysis
25 395 (6.94%) C#
26 386 (6.78%) Change Management
27 358 (6.29%) Migration
28 355 (6.24%) SDLC
29 354 (6.22%) Scrum
30 349 (6.13%) Data Modelling

Analytical Skills
Co-occurring 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
1 218 (3.83%) SAS
2 155 (2.72%) SharePoint
3 114 (2.00%) Apache Spark
4 107 (1.88%) CMS
5 91 (1.60%) Confluence
6 78 (1.37%) MS Exchange
7 77 (1.35%) WebSphere
8 67 (1.18%) WebLogic
9 62 (1.09%) IIS
10 58 (1.02%) Tomcat
11 53 (0.93%) Skype for Business
12 49 (0.86%) Apache
13 48 (0.84%) JBoss
14 43 (0.76%) Apache Pig
14 43 (0.76%) Elasticsearch
15 38 (0.67%) BizTalk Server
16 35 (0.61%) Exchange Server 2010
17 34 (0.60%) Oracle SOA Suite
18 33 (0.58%) Adobe Experience Manager
19 30 (0.53%) Exchange Server 2013
Applications
1 608 (10.68%) Microsoft Excel
2 431 (7.57%) Microsoft Office
3 250 (4.39%) Microsoft PowerPoint
4 186 (3.27%) MS Visio
5 150 (2.64%) Microsoft Project
6 68 (1.19%) Spreadsheet
7 37 (0.65%) SPSS
8 20 (0.35%) Photoshop
9 17 (0.30%) Stata
10 14 (0.25%) Adobe Illustrator
11 8 (0.14%) UserZoom
12 6 (0.11%) OmniGraffle
13 5 (0.088%) S-PLUS
14 4 (0.070%) Adobe Creative Suite
15 3 (0.053%) EViews
15 3 (0.053%) InVision
15 3 (0.053%) MicroStation
15 3 (0.053%) Mingle
16 2 (0.035%) CPLEX
16 2 (0.035%) Fireworks
Business Applications
1 90 (1.58%) Dynamics CRM
2 34 (0.60%) Dynamics AX
3 26 (0.46%) Sonata
4 25 (0.44%) Maximo
5 22 (0.39%) Oracle EBS
6 21 (0.37%) Remedy ITSM
7 16 (0.28%) RMDS
8 15 (0.26%) Dynamics NAV
8 15 (0.26%) SAP Oil and Gas
9 14 (0.25%) Eloqua
10 13 (0.23%) Magento
10 13 (0.23%) Oracle iRecruitment
10 13 (0.23%) SAP HR
11 12 (0.21%) Oracle EBS R12
11 12 (0.21%) Oracle Payables
12 11 (0.19%) Oracle Receivables
12 11 (0.19%) SAP CO
13 10 (0.18%) Primavera
13 10 (0.18%) SAP FI
13 10 (0.18%) WebTrends
Cloud Services
1 230 (4.04%) Microsoft Azure
2 166 (2.92%) Amazon AWS
3 143 (2.51%) Office 365
4 75 (1.32%) SaaS
5 66 (1.16%) PaaS
6 64 (1.12%) IaaS
7 50 (0.88%) Google Analytics
8 38 (0.67%) Cloud Computing
9 35 (0.61%) Adobe Analytics
10 26 (0.46%) Trello
11 21 (0.37%) Azure Active Directory
12 18 (0.32%) GitHub
13 14 (0.25%) Yammer
14 12 (0.21%) SuccessFactors
15 11 (0.19%) Dynamics 365
15 11 (0.19%) Google Cloud Platform
16 9 (0.16%) OpenShift
16 9 (0.16%) Oracle CX
16 9 (0.16%) Oracle Service Cloud
17 8 (0.14%) Akamai
Communications & Networking
1 137 (2.41%) TCP/IP
2 133 (2.34%) Firewall
3 113 (1.99%) DNS
3 113 (1.99%) WAN
4 101 (1.77%) Internet
4 101 (1.77%) LAN
5 86 (1.51%) Network Security
6 83 (1.46%) VPN
7 64 (1.12%) Wireless
8 63 (1.11%) MPLS
9 61 (1.07%) DHCP
9 61 (1.07%) VoIP
10 58 (1.02%) BGP
11 53 (0.93%) HTTP
12 52 (0.91%) OSPF
13 50 (0.88%) SAN
14 39 (0.69%) LDAP
15 37 (0.65%) SSL
16 30 (0.53%) Cisco Nexus
17 28 (0.49%) SNMP
Database & Business Intelligence
1 459 (8.06%) SQL Server
2 333 (5.85%) Relational Database
3 249 (4.37%) Data Warehouse
4 233 (4.09%) Big Data
5 196 (3.44%) Hadoop
6 113 (1.99%) BusinessObjects
7 111 (1.95%) SQL Server Integration Services
8 109 (1.91%) MongoDB
9 100 (1.76%) Oracle Database
10 98 (1.72%) MySQL
11 96 (1.69%) QlikView
11 96 (1.69%) SQL Server Reporting Services
12 88 (1.55%) Apache Hive
13 87 (1.53%) DB2
14 83 (1.46%) RDBMS
14 83 (1.46%) SQL Server 2008
15 79 (1.39%) NoSQL
16 65 (1.14%) HBase
17 63 (1.11%) Data Mining
18 51 (0.90%) Oracle Reports
Development Applications
1 200 (3.51%) JIRA
2 193 (3.39%) Git (software)
3 186 (3.27%) Jenkins
4 104 (1.83%) Selenium
5 97 (1.70%) Team Foundation Server
6 93 (1.63%) Visual Studio
7 69 (1.21%) Maven
8 64 (1.12%) JUnit
9 57 (1.00%) WebDriver
10 51 (0.90%) Sonatype Nexus
11 48 (0.84%) Subversion
12 47 (0.83%) Cucumber
13 43 (0.76%) Eclipse
14 35 (0.61%) NUnit
15 33 (0.58%) Ant
16 30 (0.53%) Gradle
16 30 (0.53%) JMeter
17 29 (0.51%) GitLab
18 24 (0.42%) SoapUI
19 23 (0.40%) Hudson
General
1 1741 (30.59%) Finance
2 675 (11.86%) Banking
3 300 (5.27%) Retail
4 299 (5.25%) Marketing
5 270 (4.74%) Telecoms
6 232 (4.08%) Front Office
7 212 (3.72%) Investment Banking
8 170 (2.99%) Legal
9 106 (1.86%) Manufacturing
10 82 (1.44%) Financial Institution
11 70 (1.23%) Advertising
12 63 (1.11%) Retail Banking
13 59 (1.04%) Back Office
14 53 (0.93%) Publishing
15 46 (0.81%) Billing
16 43 (0.76%) Law
17 37 (0.65%) Pharmaceutical
18 35 (0.61%) German Language
19 33 (0.58%) French Language
20 31 (0.54%) Electronics
Job Titles
1 1732 (30.43%) Analyst
2 1039 (18.25%) Developer
3 666 (11.70%) Business Analyst
4 354 (6.22%) Architect
5 342 (6.01%) Consultant
6 285 (5.01%) Project Manager
7 235 (4.13%) Data Analyst
8 208 (3.65%) Java Developer
9 157 (2.76%) C# Developer
10 143 (2.51%) User Researcher
11 138 (2.42%) Senior Analyst
11 138 (2.42%) Systems Analyst
12 124 (2.18%) .NET Developer
13 103 (1.81%) Solutions Architect
14 99 (1.74%) Senior Developer
15 95 (1.67%) Administrator
16 94 (1.65%) C# .NET Developer
17 86 (1.51%) Service Analyst
18 85 (1.49%) DevOps Engineer
19 84 (1.48%) Tester
Libraries, Frameworks & Software Standards
1 348 (6.11%) HTML
2 344 (6.04%) .NET
3 319 (5.60%) Web Services
4 293 (5.15%) XML
5 239 (4.20%) CSS
6 169 (2.97%) HTML5
7 150 (2.64%) AngularJS
8 128 (2.25%) REST
9 125 (2.20%) SOAP
10 121 (2.13%) jQuery
11 119 (2.09%) Spring
12 109 (1.91%) J2EE
13 103 (1.81%) JSON
14 87 (1.53%) ASP.NET
15 82 (1.44%) CSS3
16 79 (1.39%) Middleware
17 76 (1.34%) RESTful
18 66 (1.16%) Ajax
19 59 (1.04%) .NET Framework
20 58 (1.02%) WPF
Miscellaneous
1 317 (5.57%) Management Information System
2 274 (4.81%) User Experience
3 233 (4.09%) Computer Science
4 177 (3.11%) Data Centre
5 133 (2.34%) Foreign Exchange (FX)
6 130 (2.28%) Fixed Income
7 108 (1.90%) Equities
8 101 (1.77%) Derivative
9 98 (1.72%) Enterprise Software
10 91 (1.60%) Algorithms
11 84 (1.48%) Data Structures
12 77 (1.35%) Mobile App
12 77 (1.35%) NHS
13 75 (1.32%) Virtual Team
14 73 (1.28%) Fintech
15 62 (1.09%) Credit Risk
15 62 (1.09%) Greenfield Project
16 50 (0.88%) Mainframe
17 42 (0.74%) PMI
18 38 (0.67%) Reference Data
Operating Systems
1 570 (10.01%) Windows
2 522 (9.17%) Linux
3 485 (8.52%) Unix
4 147 (2.58%) Windows Server
5 117 (2.06%) Windows 7
6 95 (1.67%) Red Hat Enterprise Linux
7 70 (1.23%) Android
8 69 (1.21%) Windows Server 2008
9 62 (1.09%) Windows Server 2012
10 61 (1.07%) Solaris
11 46 (0.81%) Apple iOS
12 44 (0.77%) AIX
13 39 (0.69%) Windows Server 2003
14 36 (0.63%) Windows XP
15 34 (0.60%) Windows 10
16 18 (0.32%) Windows 8
17 15 (0.26%) Mac OS
18 14 (0.25%) Mac OS X
18 14 (0.25%) Ubuntu
19 13 (0.23%) OpenVMS
Processes & Methodologies
1 1396 (24.53%) Agile Software Development
2 748 (13.14%) Project Management
3 636 (11.17%) Analytics
4 576 (10.12%) Stakeholder Management
5 477 (8.38%) ITIL
6 467 (8.20%) Business Analysis
7 452 (7.94%) Business Intelligence
8 398 (6.99%) Data Analysis
9 386 (6.78%) Change Management
10 358 (6.29%) Migration
11 355 (6.24%) SDLC
12 354 (6.22%) Scrum
13 349 (6.13%) Data Modelling
14 287 (5.04%) PRINCE2
15 266 (4.67%) Test Automation
16 253 (4.44%) OO
17 241 (4.23%) Data Management
18 239 (4.20%) Workflow
19 226 (3.97%) Risk Management
20 225 (3.95%) Service Management
Programming Languages
1 1211 (21.28%) SQL
2 671 (11.79%) Java
3 414 (7.27%) Python
4 408 (7.17%) JavaScript
5 395 (6.94%) C#
6 176 (3.09%) C++
7 147 (2.58%) R
8 139 (2.44%) PowerShell
9 138 (2.42%) Perl
10 129 (2.27%) T-SQL
11 112 (1.97%) VBA
12 111 (1.95%) Scala
13 94 (1.65%) C
14 89 (1.56%) Bash Shell
14 89 (1.56%) Shell Script
15 86 (1.51%) PL/SQL
16 62 (1.09%) PHP
16 62 (1.09%) Ruby
17 47 (0.83%) VB.NET
18 43 (0.76%) VB
Qualifications
1 804 (14.13%) Degree
2 472 (8.29%) Security Cleared
3 335 (5.89%) SC Cleared
4 103 (1.81%) Computer Science Degree
5 102 (1.79%) Cisco Certification
6 86 (1.51%) ISEB
7 82 (1.44%) PMI Certification
8 66 (1.16%) Microsoft Certification
9 63 (1.11%) PMP
10 56 (0.98%) DV Cleared
11 54 (0.95%) ITIL Certification
12 53 (0.93%) CISSP
13 52 (0.91%) CCNP
14 51 (0.90%) Master's Degree
15 49 (0.86%) BPSS Clearance
16 48 (0.84%) CCNA
17 40 (0.70%) ISTQB
17 40 (0.70%) Numerate Degree
18 33 (0.58%) CCIE
19 29 (0.51%) CISA
Quality Assurance & Compliance
1 257 (4.52%) QA
2 145 (2.55%) Data Quality
3 114 (2.00%) PMO
4 105 (1.84%) SLA
5 45 (0.79%) MiFID
6 39 (0.69%) Disclosure Scotland
6 39 (0.69%) IFRS
7 36 (0.63%) PCI DSS
8 33 (0.58%) IFRS 9
9 30 (0.53%) Sarbanes-Oxley
10 28 (0.49%) ISO/IEC 27001
11 25 (0.44%) GDPR
12 19 (0.33%) Actionable Recommendations
13 13 (0.23%) COBIT
14 11 (0.19%) ISO 9001
15 9 (0.16%) Solvency II
16 7 (0.12%) GAAP
16 7 (0.12%) JSP 440
17 6 (0.11%) EFQM
17 6 (0.11%) GxP
System Software
1 308 (5.41%) Active Directory
2 101 (1.77%) VMware Infrastructure
3 67 (1.18%) Hyper-V
4 59 (1.04%) Docker
5 37 (0.65%) Apache Flume
6 32 (0.56%) XenApp
7 31 (0.54%) VMware ESXi
8 22 (0.39%) Microsoft App-V
9 19 (0.33%) vSphere
10 18 (0.32%) Virtual Servers
11 16 (0.28%) Virtual Desktop
12 14 (0.25%) XenDesktop
13 12 (0.21%) RACF
13 12 (0.21%) Virtual Machines
14 11 (0.19%) KVM
15 10 (0.18%) VMware Workstation
16 9 (0.16%) HDFS
16 9 (0.16%) Microsoft Virtual Server
17 8 (0.14%) VirtualBox
18 7 (0.12%) Gluster
Systems Management
1 78 (1.37%) Puppet
2 73 (1.28%) Ansible
3 69 (1.21%) Opscode Chef
4 64 (1.12%) SCCM
5 30 (0.53%) Dollar Universe
6 26 (0.46%) HP Quality Center
7 25 (0.44%) SCOM
8 22 (0.39%) Hadoop YARN
9 18 (0.32%) Cisco Prime
10 17 (0.30%) FortiGate
10 17 (0.30%) Oozie
11 16 (0.28%) logstash
12 15 (0.26%) Kibana
13 13 (0.23%) HP Fortify
13 13 (0.23%) Kubernetes
13 13 (0.23%) NetBackup
14 12 (0.21%) WSUS
15 10 (0.18%) Oracle RMAN
16 9 (0.16%) Tivoli
17 8 (0.14%) EMC NetWorker
Vendors
1 936 (16.44%) Microsoft
2 686 (12.05%) Oracle
3 292 (5.13%) SAP
4 195 (3.43%) Cisco
5 171 (3.00%) IBM
6 153 (2.69%) VMware
7 142 (2.49%) HP
8 126 (2.21%) Tableau
9 102 (1.79%) Salesforce.com
10 96 (1.69%) Citrix
11 84 (1.48%) Adobe
11 84 (1.48%) Red Hat
12 76 (1.34%) Sybase
13 73 (1.28%) Splunk
14 69 (1.21%) CheckPoint
15 68 (1.19%) Informatica
16 67 (1.18%) Remedy
17 66 (1.16%) Google
18 62 (1.09%) Teradata
19 61 (1.07%) TIBCO
Basingstoke, Hampshire
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Rate: £350.00 - £400.00 per day
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London
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Swindon, Wiltshire
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Ipswich, Suffolk
Lorien Resourcing
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City, London
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Edinburgh, Midlothian
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Huddersfield, West Yorkshire
Hotfoot Recruitment
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London
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Surrey
Gibbs S3
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London
Lorien Resourcing
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Brighton, East Sussex
Lorien Resourcing
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Leicestershire
Ampersand Consulting
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Belfast, County Antrim
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London
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Leicestershire
La Fosse Associates
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London
Harvey Nash plc
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Hampshire
Venn Group
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Guildford, Surrey
Randstad Strategic Accounts
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London
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Edinburgh, Midlothian
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Swindon, Wiltshire
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London
Lawrence Harvey
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Greater Manchester
Spier Consulting Ltd
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City, London
Thebes IT
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West Midlands
Woodrow Mercer Recruitment
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Cheshire
Oscar
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City, London
Sanderson
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Guildford, Surrey
Rullion
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London
People Source Consulting
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