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 29 March 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
29 Mar 2017
Same period 2016 Same period 2015
Rank 26 30 29
Rank change year-on-year +4 -1  
Contract jobs citing Analytical Skills 2974 3136 3275
As % of all contract IT jobs advertised in the UK 6.57% 5.83% 6.13%
As % of the Miscellaneous category 20.60% 18.68% 20.24%
Number of daily rates quoted 1839 2031 1889
Median daily rate £425 £413 £400
Median daily rate % change year-on-year +3.03% +3.12%  
90% offered a daily rate of more than £275 £269 £250
10% offered a daily rate of more than £600 £600 £550
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 68 78 129
Median hourly rate £21.08 £19.99 £20.00
Median hourly rate % change year-on-year +5.42% -0.03%  
90% offered a hourly rate of more than £12.03 £10.05 £12.00
10% offered a hourly rate of more than £45.57 £55.39 £49.60
UK excluding London median hourly rate £21.00 £19.75 £19.00
% change year-on-year +6.34% +3.93%  

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 14438 16788 16177
As % of all contract IT job vacancies advertised in the UK 31.92% 31.19% 30.27%
Number of daily rates quoted 9334 10966 9753
Median daily rate £445 £425 £420
Median daily rate % change year-on-year +4.70% +1.19%  
90% offered a daily rate of more than £265 £260 £250
10% offered a daily rate of more than £625 £625 £600
UK excluding London median daily rate £395 £375 £375
% change year-on-year +5.33% -  
Number of hourly rates quoted 535 571 682
Median hourly rate £22.50 £22.54 £18.70
Median hourly rate % change year-on-year -0.17% +20.53%  
90% offered a hourly rate of more than £11.33 £12.50 £11.75
10% offered a hourly rate of more than £50.00 £50.50 £45.00
UK excluding London median hourly rate £19.50 £26.50 £18.50
% change year-on-year -26.41% +43.24%  

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 29 March 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 29 March 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 29 March 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 +4 2740 £438 +3.42% 960
London 0 1331 £475 +5.55% 368
South East +16 566 £415 +11.40% 171
City of London -1 199 £475 - 86
North West +2 164 £365 -2.66% 87
South West 0 146 £390 +4.00% 54
Berkshire +20 144 £450 +12.50% 23
West Midlands +3 125 £395 -1.25% 58
Scotland +4 124 £374 -0.33% 29
Surrey +27 119 £450 +18.03% 34
Yorkshire -16 110 £389 -8.52% 72
East Midlands +6 105 £419 +14.72% 40
East of England -11 101 £358 -18.51% 81
Buckinghamshire +9 93 £388 -3.12% 20
Hampshire +7 91 £350 +1.52% 35
West Yorkshire -6 84 £389 -2.81% 37
Manchester +7 83 £325 -25.71% 64
Milton Keynes +4 76 £388 -3.12% 9
West Sussex +29 73 £436 +28.23% 13
Leeds -2 72 £403 -8.00% 28
North East -16 59 £400 +6.66% 17
Edinburgh +4 57 £400 - 19
Reading +18 55 £450 +5.88% 7
Bristol +9 54 £363 +1.25% 15
Tyne and Wear -21 48 £425 +13.33% 13
Glasgow +8 47 £374 +28.87% 10
Newcastle upon Tyne -20 45 £413 +10.00% 10
Cheshire +37 43 £365 -1.01% 12
Wiltshire -11 39 £450 +12.50% 11
Hertfordshire +2 36 £325 -26.13% 34

For the 6 months to 29 March 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 1673 (29.42%) Finance
2 1416 (24.90%) Agile Software Development
3 1160 (20.40%) SQL
4 1009 (17.75%) Microsoft
5 809 (14.23%) MS Excel
6 795 (13.98%) Degree
7 784 (13.79%) Project Management
8 658 (11.57%) Java
9 654 (11.50%) Windows
10 635 (11.17%) Oracle
11 625 (10.99%) Banking
12 617 (10.85%) Stakeholder Management
13 600 (10.55%) Analytics
14 576 (10.13%) Linux
15 528 (9.29%) Security Cleared
16 527 (9.27%) ITIL
17 526 (9.25%) SQL Server
18 502 (8.83%) Unix
19 485 (8.53%) Business Intelligence
20 469 (8.25%) MS Office
21 452 (7.95%) Business Analysis
22 414 (7.28%) Data Analysis
23 399 (7.02%) Change Management
24 392 (6.89%) HTML
25 383 (6.74%) Scrum
26 367 (6.45%) JavaScript
27 364 (6.40%) SC Cleared
28 361 (6.35%) C#
29 360 (6.33%) Python
30 341 (6.00%) Migration

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
1 219 (3.85%) SAS
2 193 (3.39%) SharePoint
3 115 (2.02%) WebSphere
4 114 (2.00%) Apache Spark
5 110 (1.93%) Confluence
6 103 (1.81%) CMS
7 99 (1.74%) WebLogic
8 75 (1.32%) IIS
9 62 (1.09%) MS Exchange
10 59 (1.04%) Elasticsearch
11 55 (0.97%) Skype for Business
12 51 (0.90%) Oracle SOA Suite
13 50 (0.88%) Apache Pig
14 49 (0.86%) JBoss
15 46 (0.81%) BizTalk Server
16 44 (0.77%) Adobe Experience Manager
17 43 (0.76%) Apache
18 42 (0.74%) Tomcat
19 30 (0.53%) Exchange Server 2010
20 25 (0.44%) Apache Solr
Applications
1 809 (14.23%) MS Excel
2 469 (8.25%) MS Office
3 304 (5.35%) MS PowerPoint
4 178 (3.13%) MS Visio
5 164 (2.88%) MS Project
6 76 (1.34%) Spreadsheet
7 38 (0.67%) SPSS
8 27 (0.47%) Photoshop
9 18 (0.32%) Adobe Illustrator
10 15 (0.26%) Stata
11 7 (0.12%) OmniGraffle
12 6 (0.11%) Adobe Creative Suite
13 5 (0.088%) Fireworks
14 4 (0.070%) UserZoom
14 4 (0.070%) Weka
15 3 (0.053%) InVision
15 3 (0.053%) Mingle
15 3 (0.053%) S-PLUS
16 2 (0.035%) Adobe Captivate
16 2 (0.035%) CPLEX
Business Applications
1 87 (1.53%) Dynamics CRM
2 33 (0.58%) Sonata
3 32 (0.56%) Dynamics AX
3 32 (0.56%) SAP HR
4 27 (0.47%) Oracle EBS
5 23 (0.40%) Maximo
6 22 (0.39%) Remedy ITSM
7 19 (0.33%) Dynamics NAV
8 17 (0.30%) Oracle EBS R12
9 16 (0.28%) RMDS
10 15 (0.26%) Oracle Payables
11 13 (0.23%) Eloqua
11 13 (0.23%) IBM Operational Decision Manager
11 13 (0.23%) Oracle iRecruitment
12 12 (0.21%) SAP Oil and Gas
13 11 (0.19%) Oracle Receivables
13 11 (0.19%) SAP CO
13 11 (0.19%) SAP FI
14 10 (0.18%) FastStats
14 10 (0.18%) Hyperion Planning
Cloud Services
1 232 (4.08%) Microsoft Azure
2 160 (2.81%) Amazon AWS
3 136 (2.39%) Office 365
4 110 (1.93%) SaaS
5 96 (1.69%) PaaS
6 82 (1.44%) IaaS
7 53 (0.93%) Google Analytics
8 41 (0.72%) Cloud Computing
9 31 (0.55%) Adobe Analytics
10 28 (0.49%) Trello
11 25 (0.44%) GitHub
11 25 (0.44%) Yammer
12 17 (0.30%) SuccessFactors
13 16 (0.28%) Azure Active Directory
14 13 (0.23%) OpenShift
15 11 (0.19%) Amazon EC2
16 9 (0.16%) Akamai
16 9 (0.16%) Oracle CX
17 8 (0.14%) Azure Machine Learning
18 7 (0.12%) Amazon EMR
Communications & Networking
1 148 (2.60%) TCP/IP
2 143 (2.51%) Firewall
3 123 (2.16%) WAN
4 110 (1.93%) DNS
5 106 (1.86%) LAN
6 98 (1.72%) Network Security
7 96 (1.69%) Internet
8 77 (1.35%) VPN
9 74 (1.30%) Wireless
10 58 (1.02%) DHCP
10 58 (1.02%) MPLS
11 56 (0.98%) VoIP
12 53 (0.93%) HTTP
13 51 (0.90%) BGP
14 48 (0.84%) SAN
15 46 (0.81%) SSL
16 44 (0.77%) OSPF
17 38 (0.67%) LDAP
18 30 (0.53%) Ethernet
19 28 (0.49%) SNMP
Database & Business Intelligence
1 526 (9.25%) SQL Server
2 294 (5.17%) Data Warehouse
3 286 (5.03%) Relational Database
4 255 (4.48%) Big Data
5 211 (3.71%) Hadoop
6 146 (2.57%) SQL Server Integration Services
7 134 (2.36%) SQL Server Reporting Services
8 112 (1.97%) Apache Hive
9 111 (1.95%) MongoDB
10 107 (1.88%) BusinessObjects
11 104 (1.83%) QlikView
12 101 (1.78%) SQL Server 2008
13 96 (1.69%) DB2
14 95 (1.67%) Oracle Database
15 92 (1.62%) RDBMS
16 86 (1.51%) MySQL
17 83 (1.46%) NoSQL
18 75 (1.32%) SQL Server Analysis Services
19 61 (1.07%) Data Mining
19 61 (1.07%) HBase
Development Applications
1 224 (3.94%) JIRA
2 200 (3.52%) Git (software)
3 161 (2.83%) Jenkins
4 101 (1.78%) Selenium
4 101 (1.78%) Team Foundation Server
5 92 (1.62%) JUnit
6 81 (1.42%) Visual Studio
7 70 (1.23%) Cucumber
8 61 (1.07%) Maven
9 52 (0.91%) Subversion
10 45 (0.79%) Eclipse
11 41 (0.72%) WebDriver
12 39 (0.69%) Sonatype Nexus
13 32 (0.56%) NUnit
14 31 (0.55%) Ant
15 28 (0.49%) Gradle
15 28 (0.49%) SoapUI
16 27 (0.47%) GitLab
17 24 (0.42%) JMeter
18 22 (0.39%) JBehave
General
1 1673 (29.42%) Finance
2 625 (10.99%) Banking
3 303 (5.33%) Retail
4 296 (5.21%) Marketing
5 241 (4.24%) Telecoms
6 187 (3.29%) Front Office
7 179 (3.15%) Legal
8 177 (3.11%) Investment Banking
9 98 (1.72%) Manufacturing
10 85 (1.49%) Advertising
11 63 (1.11%) Publishing
12 58 (1.02%) Financial Institution
13 56 (0.98%) Back Office
14 54 (0.95%) Retail Banking
15 46 (0.81%) Law
16 41 (0.72%) Military
17 39 (0.69%) Billing
18 36 (0.63%) Pharmaceutical
19 32 (0.56%) German Language
20 31 (0.55%) Corporate Banking
Job Titles
1 1679 (29.53%) Analyst
2 970 (17.06%) Developer
3 642 (11.29%) Business Analyst
4 397 (6.98%) Architect
5 307 (5.40%) Project Manager
6 289 (5.08%) Consultant
7 230 (4.05%) Data Analyst
8 207 (3.64%) Java Developer
9 126 (2.22%) C# Developer
10 124 (2.18%) .NET Developer
10 124 (2.18%) User Researcher
11 121 (2.13%) Systems Analyst
12 119 (2.09%) Senior Analyst
13 114 (2.00%) Solutions Architect
14 107 (1.88%) Administrator
15 99 (1.74%) Designer
16 97 (1.71%) DevOps Engineer
16 97 (1.71%) Support Analyst
17 94 (1.65%) Senior Developer
18 88 (1.55%) Service Analyst
Libraries, Frameworks & Software Standards
1 392 (6.89%) HTML
2 332 (5.84%) .NET
3 322 (5.66%) XML
4 295 (5.19%) Web Services
5 285 (5.01%) CSS
6 177 (3.11%) HTML5
7 148 (2.60%) jQuery
8 141 (2.48%) Spring
9 136 (2.39%) AngularJS
9 136 (2.39%) JSON
10 132 (2.32%) SOAP
11 120 (2.11%) REST
12 107 (1.88%) J2EE
13 96 (1.69%) ASP.NET
14 91 (1.60%) CSS3
14 91 (1.60%) Middleware
15 82 (1.44%) .NET Framework
16 74 (1.30%) Ajax
17 64 (1.13%) Hibernate
18 58 (1.02%) RESTful
Miscellaneous
1 340 (5.98%) Management Information System
2 305 (5.36%) User Experience
3 237 (4.17%) Computer Science
4 164 (2.88%) Data Centre
5 118 (2.08%) Foreign Exchange (FX)
6 96 (1.69%) Equities
7 95 (1.67%) NHS
8 86 (1.51%) Fixed Income
9 84 (1.48%) Algorithms
9 84 (1.48%) Derivative
10 79 (1.39%) Mobile App
11 75 (1.32%) Data Structures
12 65 (1.14%) Fintech
13 63 (1.11%) Credit Risk
14 62 (1.09%) Virtual Team
15 51 (0.90%) Enterprise Software
16 49 (0.86%) Replication
17 48 (0.84%) Mainframe
18 37 (0.65%) Client/Server
18 37 (0.65%) Tandem
Operating Systems
1 654 (11.50%) Windows
2 576 (10.13%) Linux
3 502 (8.83%) Unix
4 147 (2.59%) Windows Server
5 112 (1.97%) Red Hat Enterprise Linux
6 109 (1.92%) Windows 7
7 100 (1.76%) AIX
8 77 (1.35%) Windows XP
9 72 (1.27%) Solaris
10 70 (1.23%) Android
11 64 (1.13%) Windows Server 2008
12 47 (0.83%) Windows Server 2012
13 43 (0.76%) Windows Server 2003
14 38 (0.67%) Apple iOS
14 38 (0.67%) Windows 2000
15 29 (0.51%) Windows 10
16 18 (0.32%) CentOS
17 15 (0.26%) Ubuntu
17 15 (0.26%) Windows 8
18 12 (0.21%) MVS
Processes & Methodologies
1 1416 (24.90%) Agile Software Development
2 784 (13.79%) Project Management
3 617 (10.85%) Stakeholder Management
4 600 (10.55%) Analytics
5 527 (9.27%) ITIL
6 485 (8.53%) Business Intelligence
7 452 (7.95%) Business Analysis
8 414 (7.28%) Data Analysis
9 399 (7.02%) Change Management
10 383 (6.74%) Scrum
11 341 (6.00%) Migration
12 336 (5.91%) PRINCE2
13 324 (5.70%) Data Modelling
14 296 (5.21%) Data Management
15 295 (5.19%) SDLC
16 278 (4.89%) DevOps
17 245 (4.31%) Service Management
18 238 (4.19%) OO
19 233 (4.10%) CRM
20 232 (4.08%) Risk Management
Programming Languages
1 1160 (20.40%) SQL
2 658 (11.57%) Java
3 367 (6.45%) JavaScript
4 361 (6.35%) C#
5 360 (6.33%) Python
6 157 (2.76%) T-SQL
7 154 (2.71%) R
8 149 (2.62%) Perl
9 146 (2.57%) C++
10 132 (2.32%) PowerShell
11 116 (2.04%) Scala
12 113 (1.99%) VBA
13 109 (1.92%) C
14 84 (1.48%) PL/SQL
15 79 (1.39%) Bash Shell
15 79 (1.39%) Shell Script
16 69 (1.21%) Ruby
17 42 (0.74%) PHP
18 40 (0.70%) VB.NET
19 39 (0.69%) VB
Qualifications
1 795 (13.98%) Degree
2 528 (9.29%) Security Cleared
3 364 (6.40%) SC Cleared
4 97 (1.71%) Cisco Certification
5 95 (1.67%) ISEB
6 82 (1.44%) DV Cleared
7 71 (1.25%) PMI Certification
8 70 (1.23%) PMP
9 68 (1.20%) Microsoft Certification
10 66 (1.16%) ITIL Certification
11 57 (1.00%) CCNA
12 54 (0.95%) BPSS Clearance
13 50 (0.88%) CISSP
14 47 (0.83%) CCNP
15 40 (0.70%) ISTQB
16 28 (0.49%) MCP
16 28 (0.49%) PhD
17 27 (0.47%) ISTQB Foundation Certification
17 27 (0.47%) MCSE
18 25 (0.44%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 285 (5.01%) QA
2 151 (2.66%) PMO
3 136 (2.39%) SLA
4 135 (2.37%) Data Quality
5 46 (0.81%) Disclosure Scotland
6 42 (0.74%) MiFID
7 38 (0.67%) PCI DSS
7 38 (0.67%) Sarbanes-Oxley
8 31 (0.55%) IFRS
9 26 (0.46%) IFRS 9
9 26 (0.46%) ISO/IEC 27001
10 19 (0.33%) Actionable Recommendations
11 15 (0.26%) GDPR
12 13 (0.23%) ISO 9001
13 12 (0.21%) Solvency II
14 9 (0.16%) GxP
15 7 (0.12%) COBIT
15 7 (0.12%) ISO20022
16 6 (0.11%) EFQM
16 6 (0.11%) SEPA
System Software
1 317 (5.58%) Active Directory
2 117 (2.06%) VMware Infrastructure
3 67 (1.18%) Hyper-V
4 46 (0.81%) Docker
5 31 (0.55%) Apache Flume
6 25 (0.44%) Virtual Servers
7 24 (0.42%) vSphere
7 24 (0.42%) XenApp
8 23 (0.40%) VMware ESX
9 22 (0.39%) XenDesktop
10 20 (0.35%) Microsoft App-V
11 19 (0.33%) Virtual Desktop
12 18 (0.32%) KVM
13 16 (0.28%) Microsoft Virtual Server
14 13 (0.23%) Virtual Machines
15 12 (0.21%) RACF
16 8 (0.14%) HDFS
17 7 (0.12%) BitLocker
17 7 (0.12%) Firmware
18 6 (0.11%) ISA Server
Systems Management
1 94 (1.65%) Puppet
2 79 (1.39%) Ansible
3 77 (1.35%) Opscode Chef
4 61 (1.07%) SCCM
5 29 (0.51%) Dollar Universe
6 25 (0.44%) Hadoop YARN
7 23 (0.40%) SCOM
8 22 (0.39%) HP Quality Center
9 21 (0.37%) logstash
10 20 (0.35%) Cisco Prime
11 19 (0.33%) FortiGate
12 18 (0.32%) Oozie
13 16 (0.28%) Kibana
14 15 (0.26%) NetBackup
15 13 (0.23%) Microsoft Clustering
15 13 (0.23%) OpenView Configuration Management
16 12 (0.21%) Kubernetes
16 12 (0.21%) Nagios
16 12 (0.21%) WSUS
17 11 (0.19%) Systems Management Server (SMS)
Vendors
1 1009 (17.75%) Microsoft
2 635 (11.17%) Oracle
3 321 (5.65%) SAP
4 192 (3.38%) Cisco
5 182 (3.20%) HP
6 179 (3.15%) VMware
7 174 (3.06%) IBM
8 112 (1.97%) Salesforce.com
9 111 (1.95%) Tableau
10 107 (1.88%) Red Hat
11 98 (1.72%) Citrix
12 96 (1.69%) Adobe
13 81 (1.42%) Google
14 78 (1.37%) Informatica
15 77 (1.35%) CheckPoint
16 76 (1.34%) Remedy
17 63 (1.11%) Juniper
18 61 (1.07%) TIBCO
19 60 (1.06%) Splunk
20 59 (1.04%) F5
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