Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Root Cause Analysis skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Root Cause Analysis over the 6 months to 24 November 2017 with a comparison to the same period in 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.

Root Cause Analysis
England > London
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 352 404 391
Rank change year-on-year +52 -13 -30
Contract jobs citing Root Cause Analysis 302 223 229
As % of all contract IT jobs advertised in London 0.64% 0.49% 0.49%
As % of the Processes & Methodologies category 0.74% 0.57% 0.58%
Number of daily rates quoted 180 157 150
London median daily rate £455 £425 £431
Median daily rate % change year-on-year +7.06% -1.45% -1.43%
10th Percentile £303 £273 £296
90th Percentile £600 £593 £575
England median daily rate £425 £400 £397
% change year-on-year +6.25% +0.69% -3.11%
Number of hourly rates quoted 2 2 2
London median hourly rate £37.25 £24.37 £26.00
Median hourly rate % change year-on-year +52.88% -6.29% +30.00%
10th Percentile £18.58 £20.49 £25.00
90th Percentile £57.73 £28.14 £27.00
England median hourly rate £17.00 £25.00 £28.45
% change year-on-year -32.00% -12.13% +13.80%

Root Cause Analysis is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Contract vacancies with a requirement for process or methodology skills 40944 38874 39353
As % of all contract IT jobs advertised in London 86.93% 86.19% 83.83%
Number of daily rates quoted 29776 27868 28102
London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +2.86%
10th Percentile £313 £306 £288
90th Percentile £675 £644 £638
England median daily rate £450 £425 £425
% change year-on-year +5.88% - +6.25%
Number of hourly rates quoted 374 407 470
London median hourly rate £22.50 £21.75 £20.00
Median hourly rate % change year-on-year +3.45% +8.75% +11.11%
10th Percentile £13.31 £12.25 £11.25
90th Percentile £56.30 £50.05 £50.00
England median hourly rate £24.00 £24.00 £22.50
% change year-on-year - +6.67% +18.42%

Root Cause Analysis
Job Vacancy Trend in London

Job postings citing Root Cause Analysis as a percentage of all IT jobs advertised in London.

Job vacancy trend for Root Cause Analysis in London

Root Cause Analysis
Contractor Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Root Cause Analysis in London.

Contractor daily rate trend for Root Cause Analysis in London

Root Cause Analysis
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Root Cause Analysis in London over the 6 months to 24 November 2017.

Contractor daily rate histogram for Root Cause Analysis in London

Root Cause Analysis
Contractor Hourly Rate Trend in London

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Root Cause Analysis in London.

Contractor hourly rate trend for Root Cause Analysis in London

Root Cause Analysis
Contractor Hourly Rate Histogram in London

The hourly rate distribution of IT jobs citing Root Cause Analysis in London over the 6 months to 24 November 2017.

Contractor hourly rate histogram for Root Cause Analysis in London

Root Cause Analysis
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Root Cause Analysis within the London region over the 6 months to 24 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +12 48 £460 +8.24% 7
West London +16 32 £500 +30.72% 3
South London -30 9 £463 -2.63% 1
North London -7 5 £700 +75.00%
East London -8 1 £450 - 1
Root Cause Analysis
England

For the 6 months to 24 November 2017, IT contractor jobs citing Root Cause Analysis 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 London region with a requirement for Root Cause Analysis.

1 88 (29.14%) Windows
2 76 (25.17%) Microsoft
3 68 (22.52%) ITIL
4 64 (21.19%) Finance
5 57 (18.87%) Linux
6 55 (18.21%) Analytical Skills
7 50 (16.56%) SQL
8 47 (15.56%) Agile Software Development
8 47 (15.56%) Amazon AWS
9 43 (14.24%) Active Directory
10 42 (13.91%) VMware
11 40 (13.25%) Problem Management
12 38 (12.58%) SLA
12 38 (12.58%) TCP/IP
12 38 (12.58%) Java
12 38 (12.58%) Unix
13 37 (12.25%) PowerShell
13 37 (12.25%) Banking
14 36 (11.92%) Migration
15 35 (11.59%) Web Services
15 35 (11.59%) DevOps
16 34 (11.26%) Windows Server
17 33 (10.93%) Microsoft Office
18 31 (10.26%) Python
18 31 (10.26%) Cisco
18 31 (10.26%) Jenkins
18 31 (10.26%) Windows 7
19 30 (9.93%) DNS
19 30 (9.93%) Incident Management
20 29 (9.60%) VMware Infrastructure

Root Cause Analysis
Co-occurring IT Skills in London 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 20 (6.62%) Apache
2 15 (4.97%) MS Exchange
3 11 (3.64%) Elasticsearch
3 11 (3.64%) IIS
4 9 (2.98%) Tomcat
5 7 (2.32%) CMS
5 7 (2.32%) Sitecore CMS
6 6 (1.99%) BizTalk Server
6 6 (1.99%) SharePoint
7 5 (1.66%) OpenStack
8 4 (1.32%) Drupal
8 4 (1.32%) WebSphere
9 3 (0.99%) Apache Spark
9 3 (0.99%) Confluence
9 3 (0.99%) JBoss
10 2 (0.66%) Apache Solr
10 2 (0.66%) Exchange Server 2010
10 2 (0.66%) Exchange Server 2013
11 1 (0.33%) Adobe Experience Manager
11 1 (0.33%) nginx
Applications
1 33 (10.93%) Microsoft Office
2 14 (4.64%) Microsoft Excel
3 11 (3.64%) MS Visio
4 9 (2.98%) Microsoft Project
5 8 (2.65%) Microsoft PowerPoint
6 1 (0.33%) AutoCAD
6 1 (0.33%) Revit
Business Applications
1 10 (3.31%) Dynamics AX
2 2 (0.66%) Dynamics CRM
2 2 (0.66%) Dynamics NAV
2 2 (0.66%) SAP MDM
3 1 (0.33%) ION MarketView
3 1 (0.33%) Oracle EBS
3 1 (0.33%) SAP GRC
3 1 (0.33%) SAP HR
3 1 (0.33%) SAP Hybris
3 1 (0.33%) SAP Oil and Gas
3 1 (0.33%) SAP R/3
Cloud Services
1 47 (15.56%) Amazon AWS
2 23 (7.62%) Microsoft Azure
3 17 (5.63%) Office 365
4 10 (3.31%) GitHub
5 8 (2.65%) Cloud Computing
6 7 (2.32%) Mimecast
7 5 (1.66%) Akamai
8 3 (0.99%) SaaS
9 2 (0.66%) Cloudflare
9 2 (0.66%) IaaS
10 1 (0.33%) Azure Active Directory
10 1 (0.33%) Dynamics 365
10 1 (0.33%) OpenShift
10 1 (0.33%) PaaS
10 1 (0.33%) SuccessFactors
10 1 (0.33%) Sumo Logic
Communications & Networking
1 38 (12.58%) TCP/IP
2 30 (9.93%) DNS
3 26 (8.61%) SAN
4 24 (7.95%) LAN
5 23 (7.62%) HTTP
6 21 (6.95%) Firewall
7 20 (6.62%) DHCP
7 20 (6.62%) WAN
8 19 (6.29%) VPN
9 11 (3.64%) VoIP
10 10 (3.31%) Internet
11 7 (2.32%) BGP
11 7 (2.32%) Network Security
12 6 (1.99%) SSL
12 6 (1.99%) Wireless
13 5 (1.66%) OSPF
13 5 (1.66%) VLAN
14 4 (1.32%) Cisco IOS
14 4 (1.32%) MPLS
14 4 (1.32%) SSH
Database & Business Intelligence
1 16 (5.30%) Relational Database
1 16 (5.30%) SQL Server
2 12 (3.97%) NoSQL
3 11 (3.64%) Apache Cassandra
4 10 (3.31%) DB2
5 9 (2.98%) RDBMS
6 7 (2.32%) Pentaho
7 6 (1.99%) Big Data
7 6 (1.99%) Data Warehouse
8 5 (1.66%) BusinessObjects
8 5 (1.66%) MySQL
9 3 (0.99%) BusinessObjects XI
9 3 (0.99%) Crystal Reports
9 3 (0.99%) Hadoop
9 3 (0.99%) HBase
9 3 (0.99%) MongoDB
9 3 (0.99%) Oracle Database
9 3 (0.99%) Oracle Reports
9 3 (0.99%) Sqoop
9 3 (0.99%) Sybase ASE
Development Applications
1 31 (10.26%) Jenkins
2 17 (5.63%) Git (software)
3 16 (5.30%) JIRA
4 15 (4.97%) JUnit
4 15 (4.97%) Mockito
5 12 (3.97%) Cucumber
5 12 (3.97%) Gradle
6 11 (3.64%) JMeter
6 11 (3.64%) Visual Studio
7 8 (2.65%) Selenium
8 6 (1.99%) Maven
8 6 (1.99%) MSBuild
8 6 (1.99%) NuGet
8 6 (1.99%) Octopus Deploy
8 6 (1.99%) TeamCity
9 4 (1.32%) dotCover
9 4 (1.32%) MSI
9 4 (1.32%) NDepend
10 3 (0.99%) eggPlant
10 3 (0.99%) NeoLoad
General
1 64 (21.19%) Finance
2 37 (12.25%) Banking
3 17 (5.63%) Legal
4 15 (4.97%) Law
5 11 (3.64%) Retail
6 5 (1.66%) Financial Institution
6 5 (1.66%) Front Office
6 5 (1.66%) Publishing
6 5 (1.66%) Retail Banking
6 5 (1.66%) Telecoms
7 4 (1.32%) Investment Banking
8 3 (0.99%) Advertising
8 3 (0.99%) Japanese Language
9 2 (0.66%) German Language
10 1 (0.33%) Dutch Language
10 1 (0.33%) Mandarin Language
10 1 (0.33%) Marketing
Job Titles
1 62 (20.53%) Analyst
2 40 (13.25%) Developer
3 27 (8.94%) DevOps Engineer
4 25 (8.28%) Business Analyst
5 20 (6.62%) Infrastructure Engineer
6 17 (5.63%) Infrastructure Manager
6 17 (5.63%) Java Developer
7 14 (4.64%) Consultant
7 14 (4.64%) Linux Engineer
7 14 (4.64%) Windows Engineer
8 13 (4.30%) Linux DevOps Engineer
8 13 (4.30%) Linux/Unix DevOps
8 13 (4.30%) Operations Engineer
8 13 (4.30%) Service Analyst
9 12 (3.97%) Cisco Engineer
10 11 (3.64%) Desktop Support
10 11 (3.64%) Senior Developer
10 11 (3.64%) Support Engineer
11 10 (3.31%) Service Desk Analyst
11 10 (3.31%) Support Analyst
Libraries, Frameworks & Software Standards
1 35 (11.59%) Web Services
2 17 (5.63%) REST
3 15 (4.97%) Spring
4 12 (3.97%) .NET
5 11 (3.64%) Dropwizard
5 11 (3.64%) Guice
6 8 (2.65%) Middleware
6 8 (2.65%) Ratpack
7 7 (2.32%) XML
8 6 (1.99%) HTML
9 4 (1.32%) .NET Core
9 4 (1.32%) CSS
9 4 (1.32%) JSON
10 3 (0.99%) AngularJS
10 3 (0.99%) ASP.NET Web API
10 3 (0.99%) HTML5
10 3 (0.99%) Kafka
10 3 (0.99%) Node.js
10 3 (0.99%) RESTful
10 3 (0.99%) Sensu
Miscellaneous
1 55 (18.21%) Analytical Skills
2 25 (8.28%) Data Centre
3 16 (5.30%) Computer Science
3 16 (5.30%) Replication
4 14 (4.64%) Management Information System
5 13 (4.30%) Clustering
6 11 (3.64%) Microsoft Licensing
7 7 (2.32%) EPoS
7 7 (2.32%) Linux Command Line
8 6 (1.99%) Client/Server
8 6 (1.99%) FMCG
9 4 (1.32%) CMDB
9 4 (1.32%) iPhone
9 4 (1.32%) Private Cloud
9 4 (1.32%) Security Operations Centre
10 3 (0.99%) Blackberry
10 3 (0.99%) Credit Risk
10 3 (0.99%) Enterprise Software
10 3 (0.99%) Video Conferencing
10 3 (0.99%) Wiki
Operating Systems
1 88 (29.14%) Windows
2 57 (18.87%) Linux
3 38 (12.58%) Unix
4 34 (11.26%) Windows Server
5 31 (10.26%) Windows 7
6 29 (9.60%) Windows Server 2012
7 26 (8.61%) Red Hat Enterprise Linux
8 21 (6.95%) Windows 10
8 21 (6.95%) Windows Server 2008
9 17 (5.63%) Windows Server 2003
10 14 (4.64%) CentOS
11 7 (2.32%) Mac OS X
12 6 (1.99%) Android
12 6 (1.99%) Apple iOS
13 4 (1.32%) SUSE
14 3 (0.99%) AIX
14 3 (0.99%) Mac OS
14 3 (0.99%) Windows Phone
15 2 (0.66%) Solaris
15 2 (0.66%) Windows 8
Processes & Methodologies
1 68 (22.52%) ITIL
2 47 (15.56%) Agile Software Development
3 40 (13.25%) Problem Management
4 36 (11.92%) Migration
5 35 (11.59%) DevOps
6 30 (9.93%) Incident Management
7 29 (9.60%) Continuous Integration
7 29 (9.60%) Scrum
8 28 (9.27%) Service Management
9 26 (8.61%) Disaster Recovery
10 25 (8.28%) Test Automation
11 24 (7.95%) Capacity Planning
11 24 (7.95%) Software Engineering
12 22 (7.28%) Continuous Delivery
13 21 (6.95%) Business Intelligence
13 21 (6.95%) Performance Monitoring
13 21 (6.95%) Unit Testing
14 20 (6.62%) Change Management
14 20 (6.62%) Data Analysis
14 20 (6.62%) Test Scripting
Programming Languages
1 50 (16.56%) SQL
2 38 (12.58%) Java
3 37 (12.25%) PowerShell
4 31 (10.26%) Python
5 23 (7.62%) Bash Shell
6 18 (5.96%) JavaScript
7 15 (4.97%) Ruby
8 13 (4.30%) Groovy
9 11 (3.64%) T-SQL
10 9 (2.98%) X++
11 8 (2.65%) Perl
12 6 (1.99%) C#
12 6 (1.99%) Shell Script
12 6 (1.99%) VBA
13 5 (1.66%) RPG
14 4 (1.32%) C++
14 4 (1.32%) PL/SQL
15 3 (0.99%) C
15 3 (0.99%) PHP
15 3 (0.99%) VBScript
Qualifications
1 21 (6.95%) Degree
2 15 (4.97%) Cisco Certification
2 15 (4.97%) Microsoft Certification
3 14 (4.64%) Security Cleared
4 12 (3.97%) Computer Science Degree
4 12 (3.97%) ITIL Certification
5 11 (3.64%) MCP
5 11 (3.64%) MCSE
6 8 (2.65%) CCNA
6 8 (2.65%) ISEB
6 8 (2.65%) VMware Certified Professional (VCP)
7 6 (1.99%) CCNP
7 6 (1.99%) SC Cleared
8 5 (1.66%) CCIE
9 3 (0.99%) CISM
9 3 (0.99%) CISSP
9 3 (0.99%) DV Cleared
9 3 (0.99%) OSCP
10 2 (0.66%) Master's Degree
10 2 (0.66%) PMP
Quality Assurance & Compliance
1 38 (12.58%) SLA
2 21 (6.95%) Data Quality
3 16 (5.30%) QA
4 11 (3.64%) PCI DSS
5 7 (2.32%) ISO/IEC 27001
6 4 (1.32%) Sarbanes-Oxley
7 2 (0.66%) GDPR
8 1 (0.33%) MiFID
System Software
1 43 (14.24%) Active Directory
2 29 (9.60%) VMware Infrastructure
3 27 (8.94%) Docker
4 20 (6.62%) VMware ESXi
5 19 (6.29%) Hyper-V
6 11 (3.64%) Microsoft App-V
6 11 (3.64%) Samba
7 8 (2.65%) vSphere
8 7 (2.32%) XenDesktop
9 6 (1.99%) XenApp
10 4 (1.32%) Virtual Desktop
11 3 (0.99%) Apache Flume
11 3 (0.99%) HDFS
11 3 (0.99%) Virtual Machines
12 2 (0.66%) Oracle RAC
13 1 (0.33%) NFS
13 1 (0.33%) Tivoli Workload Scheduler
Systems Management
1 26 (8.61%) Opscode Chef
2 18 (5.96%) Puppet
3 17 (5.63%) Ansible
4 14 (4.64%) Kubernetes
5 11 (3.64%) SCCM
5 11 (3.64%) WMI
6 8 (2.65%) Backup Exec
7 7 (2.32%) NetBackup
7 7 (2.32%) Terraform
8 5 (1.66%) SCOM
9 3 (0.99%) Kibana
9 3 (0.99%) Prometheus
10 2 (0.66%) AirWatch
10 2 (0.66%) Capistrano
10 2 (0.66%) logstash
10 2 (0.66%) Microsoft Clustering
10 2 (0.66%) Nessus
10 2 (0.66%) Oracle RMAN
10 2 (0.66%) PowerCLI
10 2 (0.66%) QRadar
Vendors
1 76 (25.17%) Microsoft
2 42 (13.91%) VMware
3 31 (10.26%) Cisco
4 23 (7.62%) Oracle
4 23 (7.62%) Splunk
5 20 (6.62%) Red Hat
6 18 (5.96%) Citrix
7 14 (4.64%) Juniper
8 13 (4.30%) IBM
9 12 (3.97%) Fortinet
9 12 (3.97%) LANDesk
9 12 (3.97%) SAP
10 11 (3.64%) Dell
10 11 (3.64%) Mitel
10 11 (3.64%) SolarWinds
11 9 (2.98%) CheckPoint
11 9 (2.98%) Sophos
12 8 (2.65%) HP
12 8 (2.65%) Sybase
13 7 (2.32%) Sitecore