Period
to 27 January 2022

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Terraform skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Terraform over the 6 months to 27 January 2022 with a comparison to the same period in the previous 2 years.

Terraform
England > London
6 months to
27 Jan 2022
Same period 2021 Same period 2020
Rank 40 32 76
Rank change year-on-year -8 +44 +75
Permanent jobs citing Terraform 3,784 1,772 2,076
As % of all permanent jobs advertised in London 7.36% 7.26% 4.08%
As % of the Systems Management category 37.95% 37.02% 25.65%
Number of salaries quoted 2,443 1,518 1,579
10th Percentile £55,000 £52,200 £55,000
25th Percentile £67,500 £61,250 £65,000
Median annual salary (50th Percentile) £85,000 £75,000 £80,000
Median % change year-on-year +13.33% -6.25% +6.67%
75th Percentile £102,500 £88,750 £95,000
90th Percentile £120,000 £103,750 £107,500
England median annual salary £75,000 £65,000 £72,500
% change year-on-year +15.38% -10.34% +7.41%

Terraform is in the Systems Management 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 systems management skills.

All Systems Management Skills
London
Permanent vacancies with a requirement for systems management skills 9,971 4,787 8,092
As % of all permanent IT jobs advertised in London 19.39% 19.63% 15.89%
Number of salaries quoted 6,197 4,082 6,330
10th Percentile £46,250 £47,500 £40,000
25th Percentile £60,000 £58,750 £52,500
Median annual salary (50th Percentile) £80,000 £72,500 £70,000
Median % change year-on-year +10.34% +3.57% +3.70%
75th Percentile £100,000 £88,750 £87,500
90th Percentile £118,750 £107,375 £102,500
England median annual salary £70,000 £62,500 £60,000
% change year-on-year +12.00% +4.17% +4.35%

Terraform
Job Vacancy Trend in London

Job postings citing Terraform as a proportion of all IT jobs advertised in London.

Job vacancy trend for Terraform in London

Terraform
Salary Trend in London

3-month moving average salary quoted in jobs citing Terraform in London.

Salary trend for Terraform in London

Terraform
Salary Histogram in London

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

Salary histogram for Terraform in London

Terraform
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Terraform 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 -1 575 £75,000 -3.23% 204
South London -16 76 £75,000 +3.45% 10
West London -27 58 £60,000 -18.64% 40
East London -16 28 £72,500 - 34
North London -16 4 £150,000 +114.29% 3
Terraform
England

For the 6 months to 27 January 2022, IT jobs citing Terraform 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 Terraform.

1 2,779 (73.44%) AWS
2 2,334 (61.68%) DevOps
3 2,251 (59.49%) Kubernetes
4 2,060 (54.44%) Docker
5 1,944 (51.37%) CI/CD
6 1,743 (46.06%) Python
7 1,645 (43.47%) Azure
8 1,450 (38.32%) Infrastructure as Code
9 1,326 (35.04%) GCP
10 1,286 (33.99%) Agile Software Development
11 1,162 (30.71%) Ansible
12 1,091 (28.83%) Finance
13 1,063 (28.09%) Jenkins
14 1,035 (27.35%) Software Engineering
15 928 (24.52%) Java
16 927 (24.50%) Linux
17 830 (21.93%) JavaScript
18 796 (21.04%) Serverless
19 775 (20.48%) React
20 697 (18.42%) Social Skills
21 687 (18.16%) Microservices
22 641 (16.94%) TypeScript
23 639 (16.89%) Bash
24 616 (16.28%) Full Stack Development
25 583 (15.41%) Node.js
26 565 (14.93%) AWS CloudFormation
27 564 (14.90%) SQL
28 533 (14.09%) Git (software)
29 505 (13.35%) Google
30 495 (13.08%) PowerShell

Terraform
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
1 101 (2.67%) Elasticsearch
2 91 (2.40%) Apache Airflow
3 86 (2.27%) Confluence
4 77 (2.03%) nginx
5 72 (1.90%) Apache Spark
6 68 (1.80%) Apache
7 36 (0.95%) IIS
8 23 (0.61%) SharePoint
9 20 (0.53%) Apache Solr
10 18 (0.48%) OpenStack
11 16 (0.42%) Ethereum
12 14 (0.37%) Traefik
13 12 (0.32%) Camunda
13 12 (0.32%) Tomcat
14 11 (0.29%) Luigi
15 10 (0.26%) CMS
15 10 (0.26%) Mule
16 7 (0.18%) WebLogic
16 7 (0.18%) WebSphere
16 7 (0.18%) WordPress
Applications
1 23 (0.61%) Microsoft Office
2 9 (0.24%) Microsoft Excel
2 9 (0.24%) Microsoft PowerPoint
3 2 (0.053%) Weka
4 1 (0.026%) MS Visio
Business Applications
1 15 (0.40%) Distributed Ledger
2 13 (0.34%) Dynamics CRM
3 6 (0.16%) Sentinel
4 3 (0.079%) R3 Corda
5 2 (0.053%) Payment Gateway
5 2 (0.053%) Sparx Enterprise Architect
6 1 (0.026%) Magento
Cloud Services
1 2,779 (73.44%) AWS
2 1,645 (43.47%) Azure
3 1,326 (35.04%) GCP
4 796 (21.04%) Serverless
5 565 (14.93%) AWS CloudFormation
6 476 (12.58%) AWS Lambda
7 370 (9.78%) GitHub
8 314 (8.30%) Amazon S3
9 282 (7.45%) SaaS
10 271 (7.16%) PaaS
11 230 (6.08%) Amazon SQS
12 229 (6.05%) Amazon ECS
13 223 (5.89%) Amazon EC2
14 185 (4.89%) IaaS
15 152 (4.02%) Amazon EKS
16 138 (3.65%) OpenShift
17 136 (3.59%) Amazon CloudWatch
18 128 (3.38%) Cloud Computing
19 120 (3.17%) Virtual Private Cloud
20 98 (2.59%) AWS Step Functions
Communications & Networking
1 164 (4.33%) Firewall
2 147 (3.88%) DNS
3 120 (3.17%) VPN
4 115 (3.04%) Network Security
5 80 (2.11%) TCP/IP
6 72 (1.90%) HTTP
7 47 (1.24%) DHCP
8 44 (1.16%) BGP
8 44 (1.16%) WAN
9 32 (0.85%) Broadband
10 24 (0.63%) VLAN
11 20 (0.53%) Internet
11 20 (0.53%) Wi-Fi
12 19 (0.50%) MQTT
13 17 (0.45%) IPsec
14 16 (0.42%) SAN
14 16 (0.42%) SD-WAN
15 15 (0.40%) LAN
15 15 (0.40%) OSPF
15 15 (0.40%) Software-Defined Networking
Database & Business Intelligence
1 358 (9.46%) PostgreSQL
2 331 (8.75%) NoSQL
3 264 (6.98%) Amazon RDS
4 257 (6.79%) Amazon DynamoDB
5 207 (5.47%) MySQL
6 162 (4.28%) Redis
7 152 (4.02%) Big Data
8 134 (3.54%) Amazon Redshift
8 134 (3.54%) MongoDB
8 134 (3.54%) Relational Database
9 125 (3.30%) SQL Server
10 95 (2.51%) Blockchain
11 87 (2.30%) BigQuery
12 68 (1.80%) Azure SQL Database
13 64 (1.69%) Data Warehouse
14 63 (1.66%) Amazon Aurora
15 59 (1.56%) RDBMS
16 58 (1.53%) Amazon Athena
17 49 (1.29%) Data Lake
18 45 (1.19%) Apache Cassandra
Development Applications
1 1,063 (28.09%) Jenkins
2 533 (14.09%) Git (software)
3 371 (9.80%) GitLab
4 240 (6.34%) TeamCity
5 199 (5.26%) JIRA
6 160 (4.23%) CircleCI
7 144 (3.81%) Gradle
8 142 (3.75%) Atlassian Bamboo
9 125 (3.30%) Octopus Deploy
10 115 (3.04%) Maven
11 102 (2.70%) Artifactory
12 88 (2.33%) Bitbucket
13 71 (1.88%) webpack
14 69 (1.82%) Cypress.io
15 68 (1.80%) Selenium
16 56 (1.48%) JUnit
17 52 (1.37%) Sonatype Nexus
18 51 (1.35%) Subversion
19 47 (1.24%) Cucumber
20 42 (1.11%) Team Foundation Server
General
1 1,091 (28.83%) Finance
2 697 (18.42%) Social Skills
3 254 (6.71%) Banking
3 254 (6.71%) Retail
4 238 (6.29%) Front Office
5 211 (5.58%) Inclusion and Diversity
6 128 (3.38%) Analytical Skills
7 104 (2.75%) Marketing
8 77 (2.03%) Legal
9 67 (1.77%) Games
10 63 (1.66%) Public Sector
11 52 (1.37%) Law
12 50 (1.32%) Financial Institution
12 50 (1.32%) Publishing
12 50 (1.32%) Telecoms
13 41 (1.08%) Advertising
14 40 (1.06%) Automotive
15 39 (1.03%) Organisational Skills
15 39 (1.03%) Presentation Skills
16 32 (0.85%) Retail Finance
Job Titles
1 1,137 (30.05%) DevOps Engineer
2 619 (16.36%) Software Engineer
3 616 (16.28%) Developer
4 376 (9.94%) Cloud Engineer
5 372 (9.83%) AWS Engineer
6 346 (9.14%) Senior DevOps
7 306 (8.09%) Senior DevOps Engineer
8 261 (6.90%) Architect
9 218 (5.76%) Developer/Software Engineer
10 207 (5.47%) Senior Software Engineer
11 204 (5.39%) Platform Engineer
12 194 (5.13%) Site Reliability Engineer
13 187 (4.94%) Java Developer
14 184 (4.86%) AWS DevOps
15 181 (4.78%) React Developer
16 170 (4.49%) Azure Engineer
17 156 (4.12%) AWS DevOps Engineer
18 143 (3.78%) Senior Developer
19 140 (3.70%) Site Engineer
20 118 (3.12%) Lead Developer
Libraries, Frameworks & Software Standards
1 775 (20.48%) React
2 583 (15.41%) Node.js
3 385 (10.17%) Kafka
4 289 (7.64%) .NET
5 228 (6.03%) Spring
6 194 (5.13%) REST
7 192 (5.07%) Spring Boot
8 177 (4.68%) RESTful
9 170 (4.49%) AngularJS
10 166 (4.39%) CSS
11 145 (3.83%) GraphQL
12 134 (3.54%) HTML
13 133 (3.51%) Vue.js
14 123 (3.25%) .NET Core
15 117 (3.09%) Redux
16 113 (2.99%) JSON
17 103 (2.72%) React Native
18 102 (2.70%) RabbitMQ
19 87 (2.30%) Material-UI
20 86 (2.27%) gRPC
Miscellaneous
1 326 (8.62%) User Experience
2 293 (7.74%) Cloud Native
3 267 (7.06%) Public Cloud
4 206 (5.44%) Greenfield Project
5 149 (3.94%) Hedge funds
6 138 (3.65%) Fixed Income
7 137 (3.62%) Foreign Exchange (FX)
8 126 (3.33%) Equities
9 123 (3.25%) Mobile App
10 119 (3.14%) Data Centre
11 104 (2.75%) Derivative
12 91 (2.40%) Blog
13 84 (2.22%) Algorithms
14 79 (2.09%) Credit Derivative
15 69 (1.82%) Enterprise Cloud
16 66 (1.74%) Hybrid Cloud
17 56 (1.48%) Self-Motivation
18 55 (1.45%) Enterprise Software
19 47 (1.24%) Private Cloud
19 47 (1.24%) Social Network
Operating Systems
1 927 (24.50%) Linux
2 374 (9.88%) Windows
3 205 (5.42%) Unix
4 109 (2.88%) Windows Server
5 78 (2.06%) Apple iOS
6 76 (2.01%) Android
7 56 (1.48%) Mac OS X
8 54 (1.43%) Red Hat Enterprise Linux
9 50 (1.32%) Windows Server 2012
10 49 (1.29%) Ubuntu
10 49 (1.29%) Windows 10
11 47 (1.24%) Windows Server 2016
12 43 (1.14%) CentOS
13 35 (0.92%) VMS
14 16 (0.42%) Debian
15 12 (0.32%) Mesosphere
16 7 (0.18%) Amazon Linux
17 6 (0.16%) Solaris
18 5 (0.13%) OpenWrt
19 4 (0.11%) CoreOS
Processes & Methodologies
1 2,334 (61.68%) DevOps
2 1,944 (51.37%) CI/CD
3 1,450 (38.32%) Infrastructure as Code
4 1,286 (33.99%) Agile Software Development
5 1,035 (27.35%) Software Engineering
6 687 (18.16%) Microservices
7 616 (16.28%) Full Stack Development
8 476 (12.58%) Configuration Management
9 428 (11.31%) Problem-Solving
10 399 (10.54%) Continuous Integration
11 379 (10.02%) Mentoring
12 371 (9.80%) Site Reliability Engineering
13 357 (9.43%) TDD
14 355 (9.38%) Scrum
15 341 (9.01%) Asset Management
16 338 (8.93%) Test Automation
17 335 (8.85%) Open Source
18 334 (8.83%) Analytics
19 322 (8.51%) Fintech
20 277 (7.32%) Continuous Delivery
Programming Languages
1 1,743 (46.06%) Python
2 928 (24.52%) Java
3 830 (21.93%) JavaScript
4 641 (16.94%) TypeScript
5 639 (16.89%) Bash
6 564 (14.90%) SQL
7 495 (13.08%) PowerShell
8 441 (11.65%) Go
9 290 (7.66%) C#
10 237 (6.26%) Ruby
11 148 (3.91%) Scala
12 134 (3.54%) Kotlin
13 101 (2.67%) Groovy
14 76 (2.01%) PHP
15 73 (1.93%) Java 8
16 68 (1.80%) Rust
17 65 (1.72%) C++
18 58 (1.53%) Shell Script
19 54 (1.43%) Perl
20 35 (0.92%) ES6
Qualifications
1 308 (8.14%) Degree
2 185 (4.89%) Computer Science Degree
3 126 (3.33%) AWS Certification
4 78 (2.06%) Security Cleared
5 72 (1.90%) SC Cleared
6 65 (1.72%) Cisco Certification
7 36 (0.95%) Master's Degree
8 30 (0.79%) CCNP
9 29 (0.77%) RHCE
10 23 (0.61%) (ISC)2 CCSP
11 19 (0.50%) CCNA
11 19 (0.50%) CESG Certified Professional
12 14 (0.37%) Microsoft Certification
13 10 (0.26%) CCIE
13 10 (0.26%) VMware Certified Professional (VCP)
14 6 (0.16%) CISSP
14 6 (0.16%) RHCSA
15 4 (0.11%) VCAP
16 3 (0.079%) GCED
16 3 (0.079%) GIAC
Quality Assurance & Compliance
1 282 (7.45%) QA
2 31 (0.82%) SLA
3 24 (0.63%) GDPR
4 23 (0.61%) NIST
5 19 (0.50%) IASME
5 19 (0.50%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 16 (0.42%) Accessibility
7 14 (0.37%) Data Quality
8 12 (0.32%) ISO/IEC 27001
8 12 (0.32%) PCI DSS
9 10 (0.26%) HIPAA
10 7 (0.18%) GxP
11 6 (0.16%) PSD2
12 5 (0.13%) WCAG
13 2 (0.053%) ISO/IEC 14443
13 2 (0.053%) WAI
14 1 (0.026%) PMO
14 1 (0.026%) Sarbanes-Oxley
14 1 (0.026%) SOC 2
System Software
1 2,060 (54.44%) Docker
2 113 (2.99%) VMware Infrastructure
3 102 (2.70%) Active Directory
4 83 (2.19%) Virtual Machines
5 72 (1.90%) Hyper-V
6 21 (0.55%) vSphere
7 20 (0.53%) Varnish
8 12 (0.32%) KVM
9 11 (0.29%) Microsoft App-V
9 11 (0.29%) XenApp
10 10 (0.26%) Virtual Servers
11 9 (0.24%) VirtualBox
11 9 (0.24%) VMware ESXi
11 9 (0.24%) VMware NSX
12 7 (0.18%) NFS
13 6 (0.16%) Virtual Desktop
14 5 (0.13%) vCloud
15 4 (0.11%) Apache Flume
15 4 (0.11%) LXC
15 4 (0.11%) Xen
Systems Management
1 2,251 (59.49%) Kubernetes
2 1,162 (30.71%) Ansible
3 465 (12.29%) Puppet
4 355 (9.38%) Opscode Chef
5 239 (6.32%) Prometheus
6 213 (5.63%) Grafana
7 78 (2.06%) Istio
8 61 (1.61%) Packer
9 59 (1.56%) Consul
10 45 (1.19%) Nagios
11 35 (0.92%) Kibana
12 32 (0.85%) Salt
13 30 (0.79%) ZABBIX
14 28 (0.74%) Docker Swarm
15 27 (0.71%) logstash
16 24 (0.63%) HAProxy
16 24 (0.63%) Rancher
17 23 (0.61%) SCCM
18 20 (0.53%) Opsgenie
18 20 (0.53%) Pingdom
Vendors
1 505 (13.35%) Google
2 295 (7.80%) Microsoft
3 145 (3.83%) VMware
4 77 (2.03%) Red Hat
5 68 (1.80%) Splunk
6 55 (1.45%) Oracle
7 51 (1.35%) New Relic
8 47 (1.24%) ServiceNow
9 45 (1.19%) Cisco
10 41 (1.08%) Databricks
11 33 (0.87%) Palo Alto
12 31 (0.82%) Okta
13 30 (0.79%) Cloudera
13 30 (0.79%) LexisNexis
13 30 (0.79%) SaltStack
14 28 (0.74%) Facebook
14 28 (0.74%) LogicMonitor
15 27 (0.71%) Alibaba
16 24 (0.63%) Atlassian
16 24 (0.63%) Hortonworks