Period
to 28 January 2022

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Infrastructure as Code skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Infrastructure as Code over the 6 months to 28 January 2022 with a comparison to the same period in the previous 2 years.

Infrastructure as Code (IaC, Infra as Code)
Central London > City of London
6 months to
28 Jan 2022
Same period 2021 Same period 2020
Rank 39 60 150
Rank change year-on-year +21 +90 +57
Permanent jobs citing Infrastructure as Code 401 198 188
As % of all permanent jobs advertised in the City of London 6.33% 4.55% 2.05%
As % of the Processes & Methodologies category 6.76% 4.78% 2.18%
Number of salaries quoted 390 188 157
10th Percentile £48,750 £55,000 £56,250
25th Percentile £60,313 £63,438 £66,250
Median annual salary (50th Percentile) £75,000 £75,000 £80,000
Median % change year-on-year - -6.25% +6.67%
75th Percentile £96,500 £94,063 £95,000
90th Percentile £117,500 £112,500 £113,500
Central London median annual salary £75,000 £75,000 £77,500
% change year-on-year - -3.23% +10.71%

Infrastructure as Code is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 5,931 4,146 8,632
As % of all permanent IT jobs advertised in the City of London 93.70% 95.33% 94.26%
Number of salaries quoted 5,205 3,658 7,529
10th Percentile £45,000 £45,000 £37,500
25th Percentile £56,250 £56,250 £51,250
Median annual salary (50th Percentile) £72,500 £70,000 £67,500
Median % change year-on-year +3.57% +3.70% +3.85%
75th Percentile £92,500 £87,500 £82,500
90th Percentile £110,000 £105,000 £97,500
Central London median annual salary £72,500 £70,000 £66,000
% change year-on-year +3.57% +6.06% +1.54%

Infrastructure as Code
Job Vacancy Trend in the City of London

Job postings citing Infrastructure as Code as a proportion of all IT jobs advertised in the City of London.

Job vacancy trend for Infrastructure as Code in the City of London

Infrastructure as Code
Salary Trend in the City of London

3-month moving average salary quoted in jobs citing Infrastructure as Code in the City of London.

Salary trend for Infrastructure as Code in the City of London

Infrastructure as Code
Salary Histogram in the City of London

Salary distribution for jobs citing Infrastructure as Code in the City of London over the 6 months to 28 January 2022.

Salary histogram for Infrastructure as Code in the City of London

Infrastructure as Code
Job Locations in the City of London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Infrastructure as Code within the City of London region over the 6 months to 28 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
London Bridge -1 3 £82,500 +83.33%
Infrastructure as Code
Central London

For the 6 months to 28 January 2022, IT jobs citing Infrastructure as Code 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 City of London region with a requirement for Infrastructure as Code.

1 360 (89.78%) DevOps
2 318 (79.30%) Terraform
3 301 (75.06%) AWS
4 292 (72.82%) Kubernetes
5 273 (68.08%) CI/CD
6 263 (65.59%) Docker
7 231 (57.61%) Python
8 157 (39.15%) Jenkins
9 129 (32.17%) Azure
10 115 (28.68%) Linux
10 115 (28.68%) AWS CloudFormation
11 111 (27.68%) Bash
12 106 (26.43%) Java
13 88 (21.95%) Puppet
14 82 (20.45%) GCP
15 69 (17.21%) Ansible
16 62 (15.46%) PowerShell
17 59 (14.71%) Retail
17 59 (14.71%) Go
18 57 (14.21%) Software Engineering
19 56 (13.97%) Agile Software Development
19 56 (13.97%) Cloud Native
20 52 (12.97%) Serverless
21 51 (12.72%) Publishing
21 51 (12.72%) TeamCity
22 47 (11.72%) Analytics
23 45 (11.22%) OO
24 43 (10.72%) Migration
24 43 (10.72%) Kafka
25 41 (10.22%) Fintech

Infrastructure as Code
Co-occurring IT Skills in the City of 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 9 (2.24%) Apache Spark
2 4 (1.00%) Apache Airflow
2 4 (1.00%) Confluence
3 3 (0.75%) Apache
4 2 (0.50%) nginx
4 2 (0.50%) SharePoint
5 1 (0.25%) MS Exchange
5 1 (0.25%) OpenStack
Applications
1 2 (0.50%) Microsoft Excel
1 2 (0.50%) Microsoft PowerPoint
2 1 (0.25%) Microsoft Office
Cloud Services
1 301 (75.06%) AWS
2 129 (32.17%) Azure
3 115 (28.68%) AWS CloudFormation
4 82 (20.45%) GCP
5 52 (12.97%) Serverless
6 40 (9.98%) SaaS
7 35 (8.73%) AWS Lambda
8 27 (6.73%) Amazon EC2
8 27 (6.73%) GitHub
9 26 (6.48%) Amazon S3
9 26 (6.48%) Virtual Private Cloud
10 17 (4.24%) Amazon ECS
10 17 (4.24%) PaaS
11 14 (3.49%) IaaS
11 14 (3.49%) Power Platform
12 13 (3.24%) Azure Active Directory
12 13 (3.24%) Cloud Computing
12 13 (3.24%) Microsoft 365
13 10 (2.49%) Amazon EMR
14 9 (2.24%) Snowflake
Communications & Networking
1 27 (6.73%) Network Security
2 12 (2.99%) DNS
3 5 (1.25%) DHCP
3 5 (1.25%) Firewall
4 2 (0.50%) HTTP
4 2 (0.50%) Kerberos
4 2 (0.50%) TCP/IP
4 2 (0.50%) VPN
5 1 (0.25%) HTTPS
5 1 (0.25%) SAN
5 1 (0.25%) SD-WAN
5 1 (0.25%) SMTP
5 1 (0.25%) SNMP
5 1 (0.25%) Software-Defined Networking
5 1 (0.25%) SSH
5 1 (0.25%) SSL
5 1 (0.25%) tcpdump
5 1 (0.25%) VLAN
5 1 (0.25%) WAN
5 1 (0.25%) Wireshark
Database & Business Intelligence
1 27 (6.73%) Amazon Redshift
2 19 (4.74%) Amazon RDS
3 15 (3.74%) Big Data
3 15 (3.74%) NoSQL
4 12 (2.99%) Power BI
5 11 (2.74%) Data Warehouse
6 10 (2.49%) Relational Database
7 9 (2.24%) BigQuery
7 9 (2.24%) MongoDB
8 8 (2.00%) SQL Server
9 7 (1.75%) Amazon DynamoDB
10 6 (1.50%) Azure SQL Database
10 6 (1.50%) Tableau
11 5 (1.25%) MySQL
11 5 (1.25%) PostgreSQL
12 3 (0.75%) Blockchain
12 3 (0.75%) Looker
13 2 (0.50%) Redis
13 2 (0.50%) Sisense
13 2 (0.50%) Tableau Server
Development Applications
1 157 (39.15%) Jenkins
2 51 (12.72%) TeamCity
3 22 (5.49%) Git (software)
3 22 (5.49%) Spinnaker
4 15 (3.74%) GitLab
5 11 (2.74%) CircleCI
6 9 (2.24%) Artifactory
7 8 (2.00%) Maven
7 8 (2.00%) Octopus Deploy
8 7 (1.75%) Atlassian Bamboo
8 7 (1.75%) JIRA
8 7 (1.75%) Subversion
9 4 (1.00%) NUnit
9 4 (1.00%) Team Foundation Server
10 3 (0.75%) Bitbucket
10 3 (0.75%) Burp Suite
10 3 (0.75%) Cucumber
10 3 (0.75%) Snyk
10 3 (0.75%) SpecFlow
11 2 (0.50%) GoCD
General
1 59 (14.71%) Retail
2 51 (12.72%) Publishing
3 27 (6.73%) Finance
4 23 (5.74%) Social Skills
5 18 (4.49%) Analytical Skills
6 15 (3.74%) Banking
7 9 (2.24%) Pharmaceutical
8 8 (2.00%) Presentation Skills
9 7 (1.75%) Games
10 6 (1.50%) Documentation Skills
11 5 (1.25%) Law
12 2 (0.50%) Advertising
12 2 (0.50%) Automotive
12 2 (0.50%) Billing
12 2 (0.50%) Influencing Skills
12 2 (0.50%) Legal
12 2 (0.50%) Local Government
13 1 (0.25%) Financial Institution
13 1 (0.25%) International Banking
13 1 (0.25%) Public Sector
Job Titles
1 240 (59.85%) DevOps Engineer
2 51 (12.72%) Security Engineer
3 46 (11.47%) AWS Engineer
3 46 (11.47%) Senior DevOps
4 45 (11.22%) Senior DevOps Engineer
5 31 (7.73%) Cloud Engineer
6 26 (6.48%) AWS DevOps
6 26 (6.48%) AWS DevOps Engineer
7 23 (5.74%) Developer
7 23 (5.74%) E-Commerce Engineer
7 23 (5.74%) Software Engineer
8 21 (5.24%) DevOps Engineer - Fintech
9 20 (4.99%) Site Reliability Engineer
10 17 (4.24%) Azure Engineer
10 17 (4.24%) Junior
10 17 (4.24%) Senior Software Engineer
11 16 (3.99%) Principal Engineer
12 15 (3.74%) Data Engineer
12 15 (3.74%) Junior DevOps
12 15 (3.74%) Junior DevOps Engineer
Libraries, Frameworks & Software Standards
1 43 (10.72%) Kafka
2 20 (4.99%) .NET
3 15 (3.74%) ARM Templates
4 14 (3.49%) JSON
5 13 (3.24%) React
6 9 (2.24%) Spring
7 8 (2.00%) Spring Boot
8 7 (1.75%) Node.js
9 6 (1.50%) Hibernate
10 4 (1.00%) ASP.NET
10 4 (1.00%) ASP.NET MVC
10 4 (1.00%) CSS
10 4 (1.00%) HTML
10 4 (1.00%) HTML5
10 4 (1.00%) jQuery
10 4 (1.00%) Razor View Engine
10 4 (1.00%) YAML
11 2 (0.50%) Apache Beam
11 2 (0.50%) PySpark
11 2 (0.50%) Svelte
Miscellaneous
1 56 (13.97%) Cloud Native
2 16 (3.99%) Hybrid Cloud
2 16 (3.99%) Public Cloud
3 13 (3.24%) Mobile App
4 11 (2.74%) Blog
5 10 (2.49%) Greenfield Project
6 6 (1.50%) Self-Motivation
7 4 (1.00%) Hedge funds
8 3 (0.75%) Data Centre
8 3 (0.75%) Equities
8 3 (0.75%) User Experience
9 2 (0.50%) Clustering
9 2 (0.50%) Social Media
10 1 (0.25%) CMDB
10 1 (0.25%) Legacy Applications
10 1 (0.25%) Linux Command Line
10 1 (0.25%) PKI
10 1 (0.25%) Virtual Team
Operating Systems
1 115 (28.68%) Linux
2 17 (4.24%) Windows
3 15 (3.74%) Android
4 12 (2.99%) Apple iOS
5 9 (2.24%) Red Hat Enterprise Linux
5 9 (2.24%) Windows Server
6 8 (2.00%) Ubuntu
7 6 (1.50%) Unix
8 5 (1.25%) CentOS
9 4 (1.00%) Windows 10
10 1 (0.25%) Debian
10 1 (0.25%) Solaris
10 1 (0.25%) SUSE
10 1 (0.25%) VMS
Processes & Methodologies
1 360 (89.78%) DevOps
2 273 (68.08%) CI/CD
3 57 (14.21%) Software Engineering
4 56 (13.97%) Agile Software Development
5 47 (11.72%) Analytics
6 45 (11.22%) OO
7 43 (10.72%) Migration
8 41 (10.22%) E-Commerce
8 41 (10.22%) Fintech
9 39 (9.73%) Site Reliability Engineering
10 33 (8.23%) Continuous Integration
10 33 (8.23%) Re-Platforming
11 32 (7.98%) Data Science
12 28 (6.98%) Informatics
12 28 (6.98%) Machine Learning
13 27 (6.73%) Full Stack Development
14 25 (6.23%) Decision-Making
15 24 (5.99%) Continuous Delivery
15 24 (5.99%) Infrastructure Automation
16 23 (5.74%) Microservices
Programming Languages
1 231 (57.61%) Python
2 111 (27.68%) Bash
3 106 (26.43%) Java
4 62 (15.46%) PowerShell
5 59 (14.71%) Go
6 35 (8.73%) Scala
6 35 (8.73%) SQL
7 24 (5.99%) C#
8 13 (3.24%) JavaScript
9 12 (2.99%) Groovy
10 7 (1.75%) Kotlin
11 6 (1.50%) C++
12 5 (1.25%) TypeScript
13 4 (1.00%) Perl
14 2 (0.50%) Java 11
14 2 (0.50%) R
14 2 (0.50%) Ruby
14 2 (0.50%) Shell Script
15 1 (0.25%) Bicep
15 1 (0.25%) Java 8
Qualifications
1 15 (3.74%) AWS Certification
2 7 (1.75%) Microsoft Certification
3 6 (1.50%) MCSE
4 4 (1.00%) Degree
4 4 (1.00%) VMware Certified Professional (VCP)
5 1 (0.25%) CCNA
5 1 (0.25%) Cisco Certification
5 1 (0.25%) Computer Science Degree
5 1 (0.25%) LPIC
5 1 (0.25%) RHCSA
Quality Assurance & Compliance
1 4 (1.00%) QA
2 3 (0.75%) Data Quality
2 3 (0.75%) GDPR
2 3 (0.75%) ISO/IEC 27001
3 2 (0.50%) SLA
4 1 (0.25%) NIST
4 1 (0.25%) PCI DSS
4 1 (0.25%) Sarbanes-Oxley
4 1 (0.25%) SOC 2
System Software
1 263 (65.59%) Docker
2 24 (5.99%) Active Directory
3 7 (1.75%) VMware Infrastructure
4 4 (1.00%) Virtual Machines
5 3 (0.75%) vSphere
6 2 (0.50%) LXC
6 2 (0.50%) Samba
7 1 (0.25%) Apache ZooKeeper
7 1 (0.25%) Hyper-V
Systems Management
1 318 (79.30%) Terraform
2 292 (72.82%) Kubernetes
3 88 (21.95%) Puppet
4 69 (17.21%) Ansible
5 25 (6.23%) Opscode Chef
6 8 (2.00%) Grafana
6 8 (2.00%) Prometheus
7 4 (1.00%) Rundeck
8 3 (0.75%) HP Fortify
9 2 (0.50%) Ambari
9 2 (0.50%) Consul
9 2 (0.50%) Docker Swarm
9 2 (0.50%) Hadoop YARN
9 2 (0.50%) vRealize Orchestrator
10 1 (0.25%) Control-M
10 1 (0.25%) HAProxy
10 1 (0.25%) Istio
10 1 (0.25%) Opsgenie
10 1 (0.25%) Packer
Vendors
1 30 (7.48%) Microsoft
2 18 (4.49%) Google
3 11 (2.74%) VMware
4 5 (1.25%) Red Hat
5 4 (1.00%) Percona
5 4 (1.00%) Perforce
5 4 (1.00%) Splunk
6 3 (0.75%) Checkmarx
6 3 (0.75%) Veracode
7 2 (0.50%) Citrix
7 2 (0.50%) Cloudera
7 2 (0.50%) Databricks
7 2 (0.50%) EMC
7 2 (0.50%) Hortonworks
7 2 (0.50%) LogRhythm
7 2 (0.50%) New Relic
7 2 (0.50%) Oracle
7 2 (0.50%) Sybase
8 1 (0.25%) BMC
8 1 (0.25%) Hitachi