Period
to 14 August 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 14 August 2018 with a comparison to the same period in the previous 2 years.

Virtual Private Cloud (VPC)
England > London
6 months to
14 Aug 2018
Same period 2017 Same period 2016
Rank 638 685 750
Rank change year-on-year +47 +65 +97
Permanent jobs citing Virtual Private Cloud 187 163 138
As % of all permanent IT jobs advertised in London 0.27% 0.22% 0.17%
As % of the Cloud Services category 1.04% 1.12% 1.19%
Number of salaries quoted 160 131 114
London median annual salary £70,000 £70,000 £67,500
Median salary % change year-on-year - +3.70% +50.00%
10th Percentile £51,250 £52,500 £48,750
90th Percentile £95,000 £98,750 £88,375
England median annual salary £66,000 £57,500 £62,500
% change year-on-year +14.78% -8.00% +31.58%

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 17,933 14,493 11,643
As % of all permanent IT jobs advertised in London 25.85% 19.58% 14.33%
Number of salaries quoted 14,495 11,825 10,012
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £35,000 £33,750 £33,500
90th Percentile £92,500 £87,500 £85,000
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +5.26%

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 14 August 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 14 August 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 -59 22 £65,000 -23.53% 13
West London +25 11 £68,750 +5.77% 6
South London -11 7 £65,000 +30.00%
East London -3 2 £52,500 -8.70%
North London - 2 £76,250 -
Virtual Private Cloud
England

For the 6 months to 14 August 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.

1 185 (98.93%) Amazon AWS
2 136 (72.73%) Amazon EC2
3 134 (71.66%) DevOps
4 116 (62.03%) Amazon RDS
5 101 (54.01%) Amazon S3
6 95 (50.80%) Python
7 94 (50.27%) Linux
8 87 (46.52%) AWS CloudFormation
9 85 (45.45%) AWS Lambda
10 84 (44.92%) Serverless
11 78 (41.71%) Jenkins
12 75 (40.11%) Ansible
13 69 (36.90%) Puppet
14 68 (36.36%) Docker
15 64 (34.22%) Agile Software Development
16 59 (31.55%) Continuous Integration
17 55 (29.41%) Bash Shell
18 52 (27.81%) Terraform
18 52 (27.81%) Configuration Management
19 49 (26.20%) Route 53
20 47 (25.13%) MySQL
21 44 (23.53%) Opscode Chef
22 43 (22.99%) Amazon DynamoDB
22 43 (22.99%) Git (software)
23 42 (22.46%) Web Services
24 40 (21.39%) Kubernetes
25 38 (20.32%) Java
26 37 (19.79%) Amazon CloudWatch
27 35 (18.72%) Node.js
27 35 (18.72%) Ruby

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 29 (15.51%) WordPress
2 23 (12.30%) CMS
2 23 (12.30%) Drupal
3 16 (8.56%) Elasticsearch
4 14 (7.49%) Apache
5 12 (6.42%) Moodle
5 12 (6.42%) nginx
6 10 (5.35%) JBoss
7 7 (3.74%) Confluence
8 6 (3.21%) SharePoint
8 6 (3.21%) SharePoint 2013
9 5 (2.67%) Apache Spark
9 5 (2.67%) Tomcat
10 4 (2.14%) CloudStack
11 3 (1.60%) MS Exchange
12 2 (1.07%) Apache Solr
13 1 (0.53%) Exchange Server 2013
13 1 (0.53%) OpenStack
13 1 (0.53%) SAS
13 1 (0.53%) WebLogic
Applications
1 2 (1.07%) Microsoft Excel
1 2 (1.07%) Microsoft PowerPoint
Business Applications
1 8 (4.28%) Salesforce.com CRM
Cloud Services
1 185 (98.93%) Amazon AWS
2 136 (72.73%) Amazon EC2
3 101 (54.01%) Amazon S3
4 87 (46.52%) AWS CloudFormation
5 85 (45.45%) AWS Lambda
6 84 (44.92%) Serverless
7 49 (26.20%) Route 53
8 37 (19.79%) Amazon CloudWatch
9 34 (18.18%) Amazon ElastiCache
10 33 (17.65%) Amazon ELB
10 33 (17.65%) CloudFront
11 28 (14.97%) GitHub
11 28 (14.97%) SaaS
12 25 (13.37%) AWS Elastic Beanstalk
12 25 (13.37%) Microsoft Azure
13 15 (8.02%) IaaS
14 13 (6.95%) Amazon SQS
15 12 (6.42%) AWS CloudTrail
16 9 (4.81%) Amazon Kinesis
17 7 (3.74%) Amazon EMR
Communications & Networking
1 32 (17.11%) DNS
2 27 (14.44%) TCP/IP
3 22 (11.76%) HTTP
4 15 (8.02%) VPN
5 13 (6.95%) SSL
6 12 (6.42%) Firewall
7 11 (5.88%) WAN
8 10 (5.35%) LAN
9 8 (4.28%) Internet
10 5 (2.67%) IPsec
11 3 (1.60%) IPv4
11 3 (1.60%) IPv6
12 2 (1.07%) BGP
12 2 (1.07%) OpenVPN
13 1 (0.53%) DMVPN
13 1 (0.53%) MPLS
13 1 (0.53%) OSPF
13 1 (0.53%) SAN
13 1 (0.53%) VXLAN
13 1 (0.53%) Wireless
Database & Business Intelligence
1 116 (62.03%) Amazon RDS
2 47 (25.13%) MySQL
3 43 (22.99%) Amazon DynamoDB
4 24 (12.83%) Redis
5 22 (11.76%) PostgreSQL
6 18 (9.63%) SQL Server
7 16 (8.56%) NoSQL
8 11 (5.88%) MongoDB
9 7 (3.74%) Amazon Aurora
9 7 (3.74%) Amazon Redshift
9 7 (3.74%) Big Data
10 5 (2.67%) Hadoop
11 4 (2.14%) Apache Hive
11 4 (2.14%) SQL Server 2008
12 3 (1.60%) Blockchain
12 3 (1.60%) Relational Database
13 2 (1.07%) Data Warehouse
13 2 (1.07%) Neo4j
13 2 (1.07%) SQL Server 2016
14 1 (0.53%) RDBMS
Development Applications
1 78 (41.71%) Jenkins
2 43 (22.99%) Git (software)
3 24 (12.83%) JIRA
4 12 (6.42%) Atlassian Bamboo
5 11 (5.88%) Subversion
6 10 (5.35%) GitLab
7 9 (4.81%) PEAR
8 7 (3.74%) TeamCity
9 6 (3.21%) Bitbucket
9 6 (3.21%) Maven
10 4 (2.14%) Cucumber
10 4 (2.14%) Liquibase
11 3 (1.60%) Ant
11 3 (1.60%) Gradle
11 3 (1.60%) Hudson
11 3 (1.60%) jMock
11 3 (1.60%) JUnit
11 3 (1.60%) Mockito
12 2 (1.07%) Artifactory
12 2 (1.07%) JMeter
General
1 25 (13.37%) Finance
2 13 (6.95%) Publishing
3 6 (3.21%) Legal
3 6 (3.21%) Retail
4 3 (1.60%) Advertising
4 3 (1.60%) Music Industry
5 2 (1.07%) Law
6 1 (0.53%) Banking
6 1 (0.53%) Investment Banking
6 1 (0.53%) Marketing
Job Titles
1 98 (52.41%) DevOps Engineer
2 65 (34.76%) AWS Engineer
3 59 (31.55%) AWS DevOps
4 52 (27.81%) AWS DevOps Engineer
5 31 (16.58%) Architect
6 26 (13.90%) Cloud Architect
6 26 (13.90%) Senior DevOps
7 25 (13.37%) Senior DevOps Engineer
8 21 (11.23%) Linux Engineer
9 20 (10.70%) AWS Architect
9 20 (10.70%) Cloud Engineer
10 18 (9.63%) Lead DevOps
10 18 (9.63%) Linux DevOps Engineer
10 18 (9.63%) Linux/Unix DevOps
11 15 (8.02%) Lead DevOps Engineer
12 11 (5.88%) Junior
12 11 (5.88%) Junior DevOps
12 11 (5.88%) Junior DevOps Engineer
13 8 (4.28%) Data Science Engineer
13 8 (4.28%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 42 (22.46%) Web Services
2 35 (18.72%) Node.js
3 16 (8.56%) LAMP
4 13 (6.95%) JSON
5 10 (5.35%) LDAP
6 7 (3.74%) Elastic Stack
6 7 (3.74%) HTML
6 7 (3.74%) RabbitMQ
6 7 (3.74%) REST
6 7 (3.74%) SOAP
7 6 (3.21%) J2EE
8 5 (2.67%) React
8 5 (2.67%) RESTful
8 5 (2.67%) Spring
8 5 (2.67%) YAML
9 4 (2.14%) CSS
9 4 (2.14%) Kafka
9 4 (2.14%) LEMP Stack
10 3 (1.60%) Guice
10 3 (1.60%) Java EE
Miscellaneous
1 19 (10.16%) Public Cloud
2 14 (7.49%) Private Cloud
3 10 (5.35%) Management Information System
4 9 (4.81%) Analytical Skills
4 9 (4.81%) Data Centre
5 8 (4.28%) Linux Command Line
6 6 (3.21%) Blog
6 6 (3.21%) Computer Science
6 6 (3.21%) Hybrid Cloud
7 5 (2.67%) iPhone
8 4 (2.14%) Replication
8 4 (2.14%) Virtual Team
9 3 (1.60%) Enterprise Cloud
10 2 (1.07%) Cloud Native
10 2 (1.07%) Clustering
10 2 (1.07%) Mobile App
11 1 (0.53%) Derivative
11 1 (0.53%) Equities
11 1 (0.53%) Life Science
11 1 (0.53%) Video on Demand
Operating Systems
1 94 (50.27%) Linux
2 34 (18.18%) Windows
3 25 (13.37%) CentOS
4 24 (12.83%) Unix
5 16 (8.56%) Red Hat Enterprise Linux
6 12 (6.42%) Windows Server
7 11 (5.88%) Solaris
8 8 (4.28%) Ubuntu
9 5 (2.67%) Android
10 4 (2.14%) Amazon Linux
10 4 (2.14%) Oracle Linux
11 3 (1.60%) Windows Server 2008
11 3 (1.60%) Windows Server 2012
12 2 (1.07%) Debian
12 2 (1.07%) Mac OS
13 1 (0.53%) DC/OS
13 1 (0.53%) Windows 10
13 1 (0.53%) Windows 7
Processes & Methodologies
1 134 (71.66%) DevOps
2 64 (34.22%) Agile Software Development
3 59 (31.55%) Continuous Integration
4 52 (27.81%) Configuration Management
5 32 (17.11%) Scrum
6 30 (16.04%) High Availability
7 29 (15.51%) Continuous Deployment
8 28 (14.97%) Kanban
9 25 (13.37%) Performance Tuning
10 24 (12.83%) Open Source
11 21 (11.23%) IT Strategy
12 20 (10.70%) Test Automation
13 16 (8.56%) Change Management
13 16 (8.56%) Customer-Centricity
13 16 (8.56%) E-Commerce
13 16 (8.56%) ITIL
14 15 (8.02%) Site Reliability Engineering
14 15 (8.02%) Task Automation
15 14 (7.49%) Infrastructure Engineering
15 14 (7.49%) Performance Monitoring
Programming Languages
1 95 (50.80%) Python
2 55 (29.41%) Bash Shell
3 38 (20.32%) Java
4 35 (18.72%) Ruby
5 34 (18.18%) SQL
6 28 (14.97%) Go
7 23 (12.30%) JavaScript
8 22 (11.76%) PHP
9 17 (9.09%) PowerShell
10 12 (6.42%) Perl
11 4 (2.14%) Groovy
11 4 (2.14%) Shell Script
11 4 (2.14%) T-SQL
12 3 (1.60%) C
12 3 (1.60%) C++
12 3 (1.60%) Scala
13 1 (0.53%) C#
Qualifications
1 33 (17.65%) AWS Certification
2 8 (4.28%) Degree
3 3 (1.60%) Computer Science Degree
3 3 (1.60%) ITIL Certification
3 3 (1.60%) TOGAF Certification
4 2 (1.07%) MBA
4 2 (1.07%) SC Cleared
4 2 (1.07%) Security Cleared
5 1 (0.53%) (ISC)2 CCSP
5 1 (0.53%) CCIE
5 1 (0.53%) CCNP
5 1 (0.53%) CEH
5 1 (0.53%) CISA
5 1 (0.53%) Cisco Certification
5 1 (0.53%) CISM
5 1 (0.53%) CRISC
5 1 (0.53%) GIAC
5 1 (0.53%) VCP6
5 1 (0.53%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 19 (10.16%) QA
2 5 (2.67%) SLA
3 3 (1.60%) Sarbanes-Oxley
4 2 (1.07%) ISO/IEC 27001
5 1 (0.53%) Data Quality
System Software
1 68 (36.36%) Docker
2 13 (6.95%) VMware Infrastructure
3 8 (4.28%) VMware ESXi
4 4 (2.14%) Active Directory
4 4 (2.14%) HDFS
4 4 (2.14%) Hyper-V
5 3 (1.60%) Varnish
6 2 (1.07%) iptables
6 2 (1.07%) Virtual Machines
6 2 (1.07%) XenDesktop
7 1 (0.53%) KVM
7 1 (0.53%) LXC
7 1 (0.53%) pfSense
7 1 (0.53%) Samba
7 1 (0.53%) VMware NSX
7 1 (0.53%) Xen
Systems Management
1 75 (40.11%) Ansible
2 69 (36.90%) Puppet
3 52 (27.81%) Terraform
4 44 (23.53%) Opscode Chef
5 40 (21.39%) Kubernetes
6 16 (8.56%) Nagios
7 12 (6.42%) Check_MK
8 9 (4.81%) SCOM
8 9 (4.81%) Single Sign-On
9 8 (4.28%) EMC NetWorker
10 6 (3.21%) ZABBIX
11 3 (1.60%) Docker Swarm
12 2 (1.07%) Host Intrusion Detection System
12 2 (1.07%) Kibana
12 2 (1.07%) Salt
13 1 (0.53%) Grafana
13 1 (0.53%) Packer
Vendors
1 28 (14.97%) Red Hat
2 22 (11.76%) Oracle
2 22 (11.76%) VMware
3 21 (11.23%) Microsoft
4 15 (8.02%) New Relic
5 14 (7.49%) Cisco
6 11 (5.88%) Atlassian
7 9 (4.81%) EMC
7 9 (4.81%) McAfee
7 9 (4.81%) SolarWinds
8 8 (4.28%) Salesforce.com
9 6 (3.21%) Google
10 5 (2.67%) Sun
11 4 (2.14%) Percona
11 4 (2.14%) Reuters
12 3 (1.60%) Nintex
12 3 (1.60%) Splunk
13 2 (1.07%) Rakuten
13 2 (1.07%) Tableau
13 2 (1.07%) TIBCO