Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 27 January 2022

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 27 January 2022 with a comparison to the same period in the previous 2 years.

Virtual Private Cloud (VPC)
England > London
6 months to
27 Jan 2022		 Same period 2021 Same period 2020
Rank 564 392 552
Rank change year-on-year -172 +160 +59
Permanent jobs citing Virtual Private Cloud 174 129 181
As % of all permanent jobs advertised in London 0.34% 0.53% 0.36%
As % of the Cloud Services category 0.70% 1.18% 0.93%
Number of salaries quoted 145 118 144
10th Percentile £50,000 £52,500 £52,500
25th Percentile £67,500 £63,750 £56,250
Median annual salary (50th Percentile) £80,000 £75,000 £63,750
Median % change year-on-year +6.67% +17.65% -8.93%
75th Percentile £95,000 £86,250 £86,250
90th Percentile £106,250 £97,500 £91,750
England median annual salary £70,000 £70,000 £62,500
% change year-on-year - +12.00% -8.09%

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 24,742 10,947 19,544
As % of all permanent IT jobs advertised in London 48.12% 44.88% 38.37%
Number of salaries quoted 16,450 9,452 16,134
10th Percentile £41,250 £42,500 £35,000
25th Percentile £53,750 £53,750 £47,500
Median annual salary (50th Percentile) £72,500 £70,000 £65,000
Median % change year-on-year +3.57% +7.69% -
75th Percentile £92,500 £85,000 £85,000
90th Percentile £112,500 £105,000 £105,000
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

Virtual Private Cloud
Job Vacancy Trend in London

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

Job vacancy trend for Virtual Private Cloud in London

Virtual Private Cloud
Salary Trend in London

3-month moving average salary quoted in jobs citing Virtual Private Cloud in London.

Salary trend for Virtual Private Cloud in London

Virtual Private Cloud
Salary Histogram in London

Salary distribution for jobs citing Virtual Private Cloud in London over the 6 months to 27 January 2022.

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 27 January 2022. 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
Jobs
Central London -9 54 £80,000 +12.28% 17
South London - 9 £50,000 - 1
North London -17 1 £85,000 +88.89%
East London -37 1 - - 3
Virtual Private Cloud
England

For the 6 months to 27 January 2022, 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.

1 172 (98.85%) AWS
2 123 (70.69%) DevOps
3 121 (69.54%) Python
4 120 (68.97%) Terraform
5 100 (57.47%) Amazon EC2
6 94 (54.02%) Linux
7 91 (52.30%) Serverless
8 86 (49.43%) AWS CloudFormation
9 78 (44.83%) AWS Lambda
10 77 (44.25%) Amazon S3
11 75 (43.10%) Infrastructure as Code
12 74 (42.53%) Ansible
13 72 (41.38%) Kubernetes
14 66 (37.93%) Finance
15 65 (37.36%) Agile Software Development
16 61 (35.06%) Azure
17 59 (33.91%) Amazon RDS
18 56 (32.18%) Java
19 49 (28.16%) Jenkins
20 48 (27.59%) CI/CD
21 46 (26.44%) Amazon Redshift
22 45 (25.86%) DNS
22 45 (25.86%) Firewall
22 45 (25.86%) Bash
23 40 (22.99%) GCP
23 40 (22.99%) Amazon CloudWatch
24 39 (22.41%) Windows
25 37 (21.26%) Opscode Chef
26 36 (20.69%) Docker
26 36 (20.69%) Unix

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 15 (8.62%) Elasticsearch
2 13 (7.47%) Confluence
3 12 (6.90%) Apache
4 7 (4.02%) IIS
5 5 (2.87%) Adobe Experience Manager
5 5 (2.87%) Apache Spark
5 5 (2.87%) nginx
6 4 (2.30%) Tomcat
7 3 (1.72%) OpenStack
8 2 (1.15%) Apache Airflow
9 1 (0.57%) Apache Pulsar
Applications
1 2 (1.15%) Weka
Cloud Services
1 172 (98.85%) AWS
2 100 (57.47%) Amazon EC2
3 91 (52.30%) Serverless
4 86 (49.43%) AWS CloudFormation
5 78 (44.83%) AWS Lambda
6 77 (44.25%) Amazon S3
7 61 (35.06%) Azure
8 40 (22.99%) Amazon CloudWatch
8 40 (22.99%) GCP
9 34 (19.54%) Route 53
10 26 (14.94%) Amazon ECS
11 25 (14.37%) AWS Direct Connect
12 24 (13.79%) Amazon Kinesis
12 24 (13.79%) GitHub
13 19 (10.92%) Amazon EKS
14 17 (9.77%) Amazon ELB
14 17 (9.77%) CloudFront
15 16 (9.20%) Amazon EMR
16 11 (6.32%) IaaS
17 10 (5.75%) Amazon SQS
Communications & Networking
1 45 (25.86%) DNS
1 45 (25.86%) Firewall
2 21 (12.07%) TCP/IP
3 19 (10.92%) Network Security
4 15 (8.62%) BGP
4 15 (8.62%) HTTP
5 14 (8.05%) OSPF
6 13 (7.47%) VPN
7 12 (6.90%) SSH
8 11 (6.32%) EIGRP
8 11 (6.32%) Software-Defined Networking
9 10 (5.75%) SMTP
10 7 (4.02%) IPv6
10 7 (4.02%) RTSP
10 7 (4.02%) UPnP
11 6 (3.45%) SSL
12 5 (2.87%) FTP
12 5 (2.87%) HTTPS
12 5 (2.87%) LAN
12 5 (2.87%) WAN
Database & Business Intelligence
1 59 (33.91%) Amazon RDS
2 46 (26.44%) Amazon Redshift
3 26 (14.94%) MySQL
4 15 (8.62%) SQL Server
5 13 (7.47%) NoSQL
5 13 (7.47%) PostgreSQL
5 13 (7.47%) Relational Database
6 12 (6.90%) BigQuery
7 11 (6.32%) RDBMS
8 8 (4.60%) Redis
9 7 (4.02%) Amazon DynamoDB
9 7 (4.02%) Big Data
10 6 (3.45%) Data Mart
10 6 (3.45%) Oracle Database
11 5 (2.87%) MariaDB
11 5 (2.87%) MongoDB
12 4 (2.30%) Hadoop
13 3 (1.72%) Bigtable
13 3 (1.72%) Cloud Spanner
14 1 (0.57%) Metadata
Development Applications
1 49 (28.16%) Jenkins
2 28 (16.09%) Git (software)
3 26 (14.94%) Bitbucket
4 24 (13.79%) JIRA
5 18 (10.34%) CircleCI
6 17 (9.77%) GitLab
7 16 (9.20%) Atlassian Bamboo
8 12 (6.90%) TeamCity
9 9 (5.17%) Octopus Deploy
10 7 (4.02%) Maven
11 6 (3.45%) Vagrant
12 5 (2.87%) Cucumber
12 5 (2.87%) JMeter
12 5 (2.87%) Spinnaker
13 4 (2.30%) Subversion
14 3 (1.72%) kappa
15 2 (1.15%) GoCD
15 2 (1.15%) Terragrunt
General
1 66 (37.93%) Finance
2 27 (15.52%) Social Skills
3 20 (11.49%) Banking
4 18 (10.34%) Retail
5 15 (8.62%) Investment Banking
6 7 (4.02%) Inclusion and Diversity
7 4 (2.30%) Organisational Skills
7 4 (2.30%) Presentation Skills
8 3 (1.72%) Analytical Skills
9 1 (0.57%) Billing
9 1 (0.57%) Documentation Skills
9 1 (0.57%) Electronics
9 1 (0.57%) Financial Institution
9 1 (0.57%) Marketing
9 1 (0.57%) Multimedia
9 1 (0.57%) Public Sector
Job Titles
1 58 (33.33%) DevOps Engineer
2 51 (29.31%) AWS Engineer
3 37 (21.26%) Cloud Engineer
4 31 (17.82%) AWS DevOps
4 31 (17.82%) AWS DevOps Engineer
5 28 (16.09%) Linux Engineer
6 15 (8.62%) Architect
7 14 (8.05%) Network Engineer
8 13 (7.47%) Linux DevOps Engineer
8 13 (7.47%) Linux/Unix DevOps
9 12 (6.90%) Applications Engineer
9 12 (6.90%) Unix Support
10 11 (6.32%) Deployment Engineer
10 11 (6.32%) Infrastructure Deployment Engineer
10 11 (6.32%) Infrastructure Engineer
11 8 (4.60%) Cloud Architect
12 7 (4.02%) AWS Architect
12 7 (4.02%) Citrix Engineer
12 7 (4.02%) Engineering Manager
12 7 (4.02%) Senior Manager
Libraries, Frameworks & Software Standards
1 16 (9.20%) JSON
2 14 (8.05%) Node.js
3 12 (6.90%) Kafka
4 10 (5.75%) YAML
5 9 (5.17%) .NET
5 9 (5.17%) SOAP
6 8 (4.60%) Elastic Stack
7 7 (4.02%) ONVIF
8 6 (3.45%) Murex MxML
9 5 (2.87%) ARM Templates
9 5 (2.87%) CSS
9 5 (2.87%) HTML
9 5 (2.87%) LAMP
9 5 (2.87%) LAPP Stack
9 5 (2.87%) LEMP Stack
10 4 (2.30%) RabbitMQ
11 3 (1.72%) GraphQL
11 3 (1.72%) WebAssembly
11 3 (1.72%) XGBoost
12 2 (1.15%) OpenAPI
Miscellaneous
1 20 (11.49%) Self-Motivation
2 18 (10.34%) Public Cloud
3 12 (6.90%) Cloud Native
3 12 (6.90%) Clustering
4 11 (6.32%) Enterprise Cloud
5 7 (4.02%) Video\Live Streaming
6 6 (3.45%) Fixed Income
6 6 (3.45%) Foreign Exchange (FX)
6 6 (3.45%) Hybrid Cloud
7 4 (2.30%) Data Centre
7 4 (2.30%) Private Cloud
8 2 (1.15%) Legacy Code
8 2 (1.15%) Linux Command Line
8 2 (1.15%) Mobile App
9 1 (0.57%) Data Structures
9 1 (0.57%) Management Information System
9 1 (0.57%) Reference Data
9 1 (0.57%) Smart Meter
9 1 (0.57%) User Experience
Operating Systems
1 94 (54.02%) Linux
2 39 (22.41%) Windows
3 36 (20.69%) Unix
4 22 (12.64%) Windows Server
5 18 (10.34%) Red Hat Enterprise Linux
6 10 (5.75%) Ubuntu
7 5 (2.87%) Debian
8 4 (2.30%) CentOS
8 4 (2.30%) VMS
9 1 (0.57%) Alpine Linux
Processes & Methodologies
1 123 (70.69%) DevOps
2 75 (43.10%) Infrastructure as Code
3 65 (37.36%) Agile Software Development
4 48 (27.59%) CI/CD
5 34 (19.54%) Configuration Management
5 34 (19.54%) Scrum
6 29 (16.67%) Infrastructure Engineering
7 25 (14.37%) Microservices
8 23 (13.22%) Computer Science
9 21 (12.07%) Cybersecurity
9 21 (12.07%) Infrastructure Automation
10 16 (9.20%) Data Science
10 16 (9.20%) Proactive Monitoring
10 16 (9.20%) SDLC
10 16 (9.20%) Server Management
11 15 (8.62%) Auto-Scaling
11 15 (8.62%) Software Engineering
12 13 (7.47%) Investment Management
12 13 (7.47%) Key Management
12 13 (7.47%) Migration
Programming Languages
1 121 (69.54%) Python
2 56 (32.18%) Java
3 45 (25.86%) Bash
4 26 (14.94%) SQL
5 23 (13.22%) Go
6 21 (12.07%) PowerShell
7 15 (8.62%) C#
7 15 (8.62%) Ruby
8 14 (8.05%) Perl
9 13 (7.47%) Scala
10 12 (6.90%) PHP
11 11 (6.32%) Groovy
12 7 (4.02%) R
12 7 (4.02%) TypeScript
13 6 (3.45%) C++
13 6 (3.45%) JavaScript
13 6 (3.45%) Shell Script
14 5 (2.87%) C
15 2 (1.15%) Lua
Qualifications
1 28 (16.09%) AWS Certification
2 26 (14.94%) Degree
3 14 (8.05%) Cisco Certification
4 5 (2.87%) Computer Science Degree
5 4 (2.30%) Security Cleared
6 3 (1.72%) SC Cleared
7 2 (1.15%) CCIE
7 2 (1.15%) Master's Degree
8 1 (0.57%) CCNA
8 1 (0.57%) CCNP
8 1 (0.57%) GCED
8 1 (0.57%) GIAC
8 1 (0.57%) GPPA
8 1 (0.57%) TOGAF Certification
Quality Assurance & Compliance
1 5 (2.87%) ISO/IEC 27001
2 3 (1.72%) QA
2 3 (1.72%) SLA
3 2 (1.15%) PCI DSS
4 1 (0.57%) Data Quality
4 1 (0.57%) DICOM
4 1 (0.57%) NIST
4 1 (0.57%) PMO
System Software
1 36 (20.69%) Docker
2 17 (9.77%) Virtual Machines
3 14 (8.05%) Active Directory
4 11 (6.32%) Hyper-V
4 11 (6.32%) Microsoft App-V
4 11 (6.32%) XenApp
5 4 (2.30%) vSphere
6 3 (1.72%) VMware Infrastructure
Systems Management
1 120 (68.97%) Terraform
2 74 (42.53%) Ansible
3 72 (41.38%) Kubernetes
4 37 (21.26%) Opscode Chef
5 34 (19.54%) Puppet
6 15 (8.62%) Nagios
7 11 (6.32%) EdgeSight
7 11 (6.32%) SCCM
7 11 (6.32%) SCOM
7 11 (6.32%) SCOrch
7 11 (6.32%) SCVMM
8 8 (4.60%) Salt
9 5 (2.87%) Istio
10 3 (1.72%) Knative
11 2 (1.15%) Grafana
11 2 (1.15%) Packer
12 1 (0.57%) Consul
12 1 (0.57%) Pingdom
12 1 (0.57%) Prometheus
12 1 (0.57%) Single Sign-On
Vendors
1 22 (12.64%) Google
2 21 (12.07%) Microsoft
3 20 (11.49%) Oracle
4 18 (10.34%) Red Hat
5 14 (8.05%) Cisco
6 13 (7.47%) Palo Alto
7 12 (6.90%) VMware
8 11 (6.32%) Citrix
8 11 (6.32%) HP
9 9 (5.17%) Atlassian
10 7 (4.02%) SaltStack
10 7 (4.02%) Symantec
10 7 (4.02%) Veritas
11 6 (3.45%) Murex
11 6 (3.45%) Splunk
12 5 (2.87%) Adobe
13 3 (1.72%) Fortinet
13 3 (1.72%) Mellanox
14 2 (1.15%) MuleSoft
14 2 (1.15%) Veracode