Period
to 17 December 2018

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Virtual Private Cloud skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Virtual Private Cloud over the 6 months to 17 December 2018 with a comparison to the same period in the previous 2 years.

Virtual Private Cloud (VPC)
England > London
6 months to
17 Dec 2018
Same period 2017 Same period 2016
Rank 610 706 752
Rank change year-on-year +96 +46 +81
Permanent jobs citing Virtual Private Cloud 187 138 97
As % of all permanent IT jobs advertised in London 0.28% 0.19% 0.13%
As % of the Cloud Services category 1.02% 0.87% 0.84%
Number of salaries quoted 157 119 89
London median annual salary £70,000 £67,500 £65,000
Median salary % change year-on-year +3.70% +3.85% +8.33%
10th Percentile £48,750 £46,250 £45,000
90th Percentile £97,500 £93,500 £85,000
England median annual salary £66,000 £60,000 £60,000
% change year-on-year +10.00% - -

Virtual Private Cloud is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for cloud computing skills.

All Cloud Skills
London
Permanent vacancies with a requirement for cloud computing skills 18,394 15,828 11,583
As % of all permanent IT jobs advertised in London 27.68% 21.53% 15.74%
Number of salaries quoted 14,848 13,260 9,962
London median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +9.09%
10th Percentile £34,880 £35,000 £33,750
90th Percentile £95,000 £89,000 £86,250
England median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - +5.00%

Virtual Private Cloud
Job Vacancy Trend in London

Job postings citing Virtual Private Cloud as a percentage of all IT jobs advertised in London.

Job vacancy trend for Virtual Private Cloud in London

Virtual Private Cloud
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Virtual Private Cloud in London.

Salary trend for Virtual Private Cloud in London

Virtual Private Cloud
Salary Histogram in London

The salary distribution of IT jobs citing Virtual Private Cloud in London over the 6 months to 17 December 2018.

Salary histogram for Virtual Private Cloud in London

Virtual Private Cloud
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Virtual Private Cloud within the London region over the 6 months to 17 December 2018. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +15 40 £75,000 +7.14% 16
West London +20 16 £60,000 -11.11% 4
East London - 4 £70,000 - 4
South London -4 3 £45,000 - 1
North London - 1 £70,000 -
Virtual Private Cloud
England

For the 6 months to 17 December 2018, IT jobs citing Virtual Private Cloud also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the London region with a requirement for Virtual Private Cloud.

1 187 (100.00%) Amazon AWS
2 128 (68.45%) Amazon EC2
3 121 (64.71%) DevOps
4 114 (60.96%) Amazon S3
5 110 (58.82%) Amazon RDS
6 96 (51.34%) Linux
7 95 (50.80%) AWS CloudFormation
8 87 (46.52%) Python
9 85 (45.45%) AWS Lambda
10 83 (44.39%) Serverless
11 75 (40.11%) Ansible
12 63 (33.69%) Docker
13 62 (33.16%) Jenkins
14 57 (30.48%) Bash Shell
14 57 (30.48%) Web Services
15 56 (29.95%) Opscode Chef
15 56 (29.95%) Terraform
16 53 (28.34%) Continuous Integration
17 52 (27.81%) Puppet
18 51 (27.27%) Agile Software Development
19 49 (26.20%) Windows
20 48 (25.67%) Route 53
21 47 (25.13%) Java
22 46 (24.60%) Finance
23 45 (24.06%) SQL
24 42 (22.46%) Configuration Management
24 42 (22.46%) Amazon DynamoDB
24 42 (22.46%) Kubernetes
25 41 (21.93%) DNS
26 39 (20.86%) Amazon CloudWatch

Virtual Private Cloud
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 22 (11.76%) nginx
2 20 (10.70%) Apache
3 15 (8.02%) CMS
4 14 (7.49%) WordPress
5 13 (6.95%) Tomcat
6 11 (5.88%) IIS
6 11 (5.88%) JBoss
7 7 (3.74%) Confluence
7 7 (3.74%) Elasticsearch
8 4 (2.14%) Drupal
8 4 (2.14%) MS Exchange
8 4 (2.14%) OpenStack
8 4 (2.14%) SharePoint
8 4 (2.14%) SharePoint 2013
9 3 (1.60%) SAS
10 1 (0.53%) Apache Spark
10 1 (0.53%) Mule
10 1 (0.53%) WebLogic
Applications
1 3 (1.60%) Microsoft Excel
1 3 (1.60%) Microsoft PowerPoint
Business Applications
1 1 (0.53%) Salesforce.com CRM
Cloud Services
1 187 (100.00%) Amazon AWS
2 128 (68.45%) Amazon EC2
3 114 (60.96%) Amazon S3
4 95 (50.80%) AWS CloudFormation
5 85 (45.45%) AWS Lambda
6 83 (44.39%) Serverless
7 48 (25.67%) Route 53
8 39 (20.86%) Amazon CloudWatch
9 28 (14.97%) CloudFront
10 27 (14.44%) Amazon SQS
11 26 (13.90%) AWS CloudTrail
12 25 (13.37%) GitHub
12 25 (13.37%) SaaS
13 23 (12.30%) AWS Elastic Beanstalk
14 21 (11.23%) Amazon ELB
15 18 (9.63%) Microsoft Azure
16 16 (8.56%) IaaS
17 14 (7.49%) Amazon ElastiCache
18 8 (4.28%) Amazon EMR
18 8 (4.28%) Amazon Kinesis
Communications & Networking
1 41 (21.93%) DNS
2 35 (18.72%) VPN
3 24 (12.83%) Firewall
4 17 (9.09%) WAN
5 16 (8.56%) TCP/IP
6 14 (7.49%) DHCP
6 14 (7.49%) Internet
7 13 (6.95%) LAN
8 7 (3.74%) Fibre Channel
8 7 (3.74%) SAN
9 6 (3.21%) iSCSI
9 6 (3.21%) SSH
9 6 (3.21%) VLAN
10 5 (2.67%) BGP
10 5 (2.67%) Cisco ASA
10 5 (2.67%) IPsec
10 5 (2.67%) Multicast
10 5 (2.67%) VoIP
11 4 (2.14%) DMVPN
11 4 (2.14%) VXLAN
Database & Business Intelligence
1 110 (58.82%) Amazon RDS
2 42 (22.46%) Amazon DynamoDB
3 31 (16.58%) MySQL
4 27 (14.44%) PostgreSQL
5 17 (9.09%) SQL Server
6 13 (6.95%) Big Data
6 13 (6.95%) Redis
7 12 (6.42%) MongoDB
7 12 (6.42%) NoSQL
8 10 (5.35%) Amazon Redshift
9 6 (3.21%) Blockchain
10 5 (2.67%) Relational Database
10 5 (2.67%) SQL Server 2014
10 5 (2.67%) SQL Server 2016
11 4 (2.14%) Amazon Aurora
12 3 (1.60%) Azure SQL Database
12 3 (1.60%) Data Warehouse
12 3 (1.60%) RDBMS
13 1 (0.53%) DB2
13 1 (0.53%) InterSystems Cache
Development Applications
1 62 (33.16%) Jenkins
2 32 (17.11%) Git (software)
3 30 (16.04%) JIRA
4 14 (7.49%) Bitbucket
4 14 (7.49%) Maven
5 12 (6.42%) GitLab
5 12 (6.42%) Subversion
6 10 (5.35%) PEAR
7 9 (4.81%) Atlassian Bamboo
7 9 (4.81%) TeamCity
8 4 (2.14%) CircleCI
8 4 (2.14%) Cucumber
8 4 (2.14%) Gradle
8 4 (2.14%) Octopus Deploy
9 3 (1.60%) Ant
9 3 (1.60%) Hudson
9 3 (1.60%) jMock
9 3 (1.60%) JUnit
9 3 (1.60%) Mockito
10 2 (1.07%) JMeter
General
1 46 (24.60%) Finance
2 15 (8.02%) Publishing
3 4 (2.14%) Billing
3 4 (2.14%) Marketing
4 3 (1.60%) Music Industry
4 3 (1.60%) Telecoms
5 2 (1.07%) Advertising
5 2 (1.07%) Games
5 2 (1.07%) Law
5 2 (1.07%) Retail
6 1 (0.53%) Banking
6 1 (0.53%) Investment Banking
Job Titles
1 67 (35.83%) DevOps Engineer
2 39 (20.86%) AWS Engineer
3 35 (18.72%) Architect
4 25 (13.37%) AWS Architect
4 25 (13.37%) Cloud Engineer
4 25 (13.37%) Lead DevOps
5 24 (12.83%) Cloud Architect
6 22 (11.76%) Lead DevOps Engineer
7 16 (8.56%) AWS DevOps
8 15 (8.02%) AWS DevOps Engineer
8 15 (8.02%) Senior DevOps
9 14 (7.49%) Senior DevOps Engineer
10 13 (6.95%) Infrastructure Engineer
11 12 (6.42%) Junior
11 12 (6.42%) Junior DevOps
11 12 (6.42%) Junior DevOps Engineer
12 9 (4.81%) 3rd Line Engineer
12 9 (4.81%) Linux Engineer
12 9 (4.81%) Systems Engineer
12 9 (4.81%) Unix Engineer
Libraries, Frameworks & Software Standards
1 57 (30.48%) Web Services
2 37 (19.79%) Node.js
3 18 (9.63%) Spring
4 14 (7.49%) Elastic Stack
5 13 (6.95%) HTML
6 12 (6.42%) JSON
7 11 (5.88%) LDAP
8 10 (5.35%) SOAP
9 9 (4.81%) Memcached
9 9 (4.81%) RESTful
9 9 (4.81%) YAML
10 8 (4.28%) Hibernate
11 7 (3.74%) React
12 6 (3.21%) HTML5
12 6 (3.21%) LAMP
12 6 (3.21%) LEMP Stack
12 6 (3.21%) Redux
13 5 (2.67%) AngularJS
13 5 (2.67%) Spring Boot
14 4 (2.14%) CSS
Miscellaneous
1 15 (8.02%) Analytical Skills
2 14 (7.49%) Management Information System
2 14 (7.49%) Private Cloud
3 13 (6.95%) Data Centre
4 8 (4.28%) Enterprise Cloud
5 7 (3.74%) Linux Command Line
6 6 (3.21%) Derivative
6 6 (3.21%) Public Cloud
7 5 (2.67%) Cloud Native
7 5 (2.67%) Replication
8 4 (2.14%) Hybrid Cloud
9 3 (1.60%) Blog
9 3 (1.60%) Fintech
9 3 (1.60%) Mobile App
9 3 (1.60%) Self-Motivation
10 1 (0.53%) Algorithms
10 1 (0.53%) Enterprise Software
10 1 (0.53%) Equities
10 1 (0.53%) Life Science
10 1 (0.53%) Online Banking
Operating Systems
1 96 (51.34%) Linux
2 49 (26.20%) Windows
3 20 (10.70%) Unix
4 19 (10.16%) Windows Server
5 17 (9.09%) CentOS
6 16 (8.56%) Ubuntu
7 13 (6.95%) Solaris
8 12 (6.42%) Windows Server 2012
9 9 (4.81%) Debian
10 8 (4.28%) Red Hat Enterprise Linux
11 6 (3.21%) Windows Server 2008
12 5 (2.67%) Data ONTAP
13 3 (1.60%) Amazon Linux
14 2 (1.07%) Mac OS
14 2 (1.07%) Windows Server 2003
15 1 (0.53%) DC/OS
15 1 (0.53%) Fedora
15 1 (0.53%) openSUSE
15 1 (0.53%) Oracle Linux
15 1 (0.53%) Windows 10
Processes & Methodologies
1 121 (64.71%) DevOps
2 53 (28.34%) Continuous Integration
3 51 (27.27%) Agile Software Development
4 42 (22.46%) Configuration Management
5 28 (14.97%) Scrum
6 27 (14.44%) Continuous Deployment
6 27 (14.44%) High Availability
7 26 (13.90%) Open Source
7 26 (13.90%) Performance Tuning
8 23 (12.30%) Kanban
8 23 (12.30%) Problem-Solving
9 22 (11.76%) Infrastructure Engineering
9 22 (11.76%) ITIL
9 22 (11.76%) Mentoring
10 19 (10.16%) Site Reliability Engineering
11 18 (9.63%) Load Balancing
11 18 (9.63%) Machine Learning
12 17 (9.09%) Auto-Scaling
12 17 (9.09%) Continuous Improvement
12 17 (9.09%) Migration
Programming Languages
1 87 (46.52%) Python
2 57 (30.48%) Bash Shell
3 47 (25.13%) Java
4 45 (24.06%) SQL
5 32 (17.11%) Ruby
6 30 (16.04%) JavaScript
7 29 (15.51%) PowerShell
8 27 (14.44%) Go
9 10 (5.35%) Perl
10 9 (4.81%) PHP
11 6 (3.21%) C++
11 6 (3.21%) R
12 4 (2.14%) C#
13 3 (1.60%) C
13 3 (1.60%) Scala
14 2 (1.07%) Groovy
14 2 (1.07%) TypeScript
15 1 (0.53%) Shell Script
15 1 (0.53%) VBScript
Qualifications
1 23 (12.30%) Degree
2 21 (11.23%) AWS Certification
3 9 (4.81%) Cisco Certification
4 5 (2.67%) CCNA
4 5 (2.67%) Computer Science Degree
5 4 (2.14%) CCIE
5 4 (2.14%) CCNP
5 4 (2.14%) VCP6
5 4 (2.14%) VMware Certified Professional (VCP)
6 3 (1.60%) ITIL Certification
6 3 (1.60%) MBA
6 3 (1.60%) TOGAF Certification
7 2 (1.07%) SC Cleared
7 2 (1.07%) Security Cleared
8 1 (0.53%) MCSE
8 1 (0.53%) Microsoft Certification
Quality Assurance & Compliance
1 9 (4.81%) QA
2 7 (3.74%) GDPR
3 5 (2.67%) Sarbanes-Oxley
4 3 (1.60%) SLA
5 2 (1.07%) Data Quality
6 1 (0.53%) ISO/IEC 27001
6 1 (0.53%) PCI DSS
System Software
1 63 (33.69%) Docker
2 23 (12.30%) Active Directory
3 22 (11.76%) VMware Infrastructure
4 10 (5.35%) VMware ESXi
5 7 (3.74%) Virtual Machines
6 5 (2.67%) NFS
6 5 (2.67%) VMFS
6 5 (2.67%) Xen
7 4 (2.14%) VMware NSX
8 2 (1.07%) Hyper-V
8 2 (1.07%) pfSense
9 1 (0.53%) KVM
9 1 (0.53%) LXC
9 1 (0.53%) Samba
9 1 (0.53%) Varnish
9 1 (0.53%) vSphere
Systems Management
1 75 (40.11%) Ansible
2 56 (29.95%) Opscode Chef
2 56 (29.95%) Terraform
3 52 (27.81%) Puppet
4 42 (22.46%) Kubernetes
5 11 (5.88%) Nagios
6 10 (5.35%) SCOM
7 9 (4.81%) EMC NetWorker
8 8 (4.28%) Host Intrusion Detection System
8 8 (4.28%) Packer
9 7 (3.74%) Docker Swarm
10 6 (3.21%) vCenter Server
11 5 (2.67%) Failover Clustering
11 5 (2.67%) Single Sign-On
12 4 (2.14%) HAProxy
12 4 (2.14%) Salt
12 4 (2.14%) ZABBIX
13 3 (1.60%) SCCM
14 2 (1.07%) logstash
15 1 (0.53%) Kibana
Vendors
1 34 (18.18%) Microsoft
2 33 (17.65%) VMware
3 29 (15.51%) Red Hat
4 25 (13.37%) Cisco
5 18 (9.63%) Oracle
6 15 (8.02%) EMC
6 15 (8.02%) SolarWinds
7 14 (7.49%) New Relic
8 10 (5.35%) HP
8 10 (5.35%) McAfee
9 7 (3.74%) Google
10 5 (2.67%) Atlassian
10 5 (2.67%) Avaya
10 5 (2.67%) Brocade
10 5 (2.67%) NetApp
10 5 (2.67%) RedGate
10 5 (2.67%) Veeam
10 5 (2.67%) WatchGuard
11 4 (2.14%) Splunk
12 3 (1.60%) SaltStack