Period
to 24 July 2021

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 24 July 2021 with a comparison to the same period in the previous 2 years.

Terraform
England > London
6 months to
24 Jul 2021
Same period 2020 Same period 2019
Rank 36 51 85
Rank change year-on-year +15 +34 +87
Permanent jobs citing Terraform 3,515 1,583 2,120
As % of all permanent jobs advertised in London 7.80% 5.38% 3.68%
As % of the Systems Management category 37.42% 29.07% 24.62%
Number of salaries quoted 2,255 1,294 1,705
10th Percentile £55,000 £50,000 £52,500
25th Percentile £65,000 £62,500 £61,250
Median annual salary (50th Percentile) £80,000 £77,500 £75,000
Median % change year-on-year +3.23% +3.33% +7.14%
75th Percentile £95,000 £92,188 £90,000
90th Percentile £110,000 £102,500 £105,000
England median annual salary £72,250 £70,000 £70,000
% change year-on-year +3.21% - +7.69%

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 9,394 5,445 8,610
As % of all permanent IT jobs advertised in London 20.86% 18.51% 14.95%
Number of salaries quoted 5,838 4,542 6,922
10th Percentile £46,250 £42,722 £40,000
25th Percentile £60,000 £56,250 £52,500
Median annual salary (50th Percentile) £75,000 £72,500 £70,000
Median % change year-on-year +3.45% +3.57% +7.69%
75th Percentile £92,500 £88,750 £86,250
90th Percentile £108,750 £105,000 £100,000
England median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +4.17% +9.09%

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 24 July 2021.

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 24 July 2021. 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 +20 619 £85,000 +6.25% 196
South London +28 81 £66,250 -1.85% 13
West London -13 52 £70,000 +12.00% 48
East London +18 19 £75,000 +15.38% 34
North London - 8 £110,000 -
Terraform
England

For the 6 months to 24 July 2021, 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 2,497 (71.04%) AWS
2 2,252 (64.07%) DevOps
3 2,030 (57.75%) Docker
4 1,970 (56.05%) Kubernetes
5 1,526 (43.41%) Python
6 1,498 (42.62%) Agile Software Development
7 1,310 (37.27%) Infrastructure as Code
8 1,224 (34.82%) Azure
9 1,061 (30.18%) Ansible
10 985 (28.02%) Software Engineering
11 914 (26.00%) GCP
12 899 (25.58%) Jenkins
13 887 (25.23%) Serverless
14 844 (24.01%) Finance
15 830 (23.61%) Linux
16 823 (23.41%) Java
17 815 (23.19%) JavaScript
18 774 (22.02%) Microservices
19 723 (20.57%) React
20 594 (16.90%) Node.js
21 580 (16.50%) SQL
22 568 (16.16%) Go
23 563 (16.02%) Continuous Integration
24 555 (15.79%) Social Skills
25 543 (15.45%) PostgreSQL
26 510 (14.51%) TypeScript
27 483 (13.74%) Git (software)
28 458 (13.03%) Google
29 456 (12.97%) Bash Shell
30 443 (12.60%) AWS CloudFormation

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
1 211 (6.00%) Elasticsearch
2 131 (3.73%) Apache Spark
3 128 (3.64%) Apache Airflow
4 74 (2.11%) Apache
5 63 (1.79%) SharePoint
6 51 (1.45%) Confluence
7 38 (1.08%) nginx
8 32 (0.91%) Cloud Foundry
9 24 (0.68%) IIS
10 20 (0.57%) OpenStack
11 17 (0.48%) Apache Pulsar
12 11 (0.31%) WordPress
13 9 (0.26%) Oracle SOA Suite
14 8 (0.23%) Drupal
15 6 (0.17%) Adobe Experience Manager
15 6 (0.17%) Jupyter
15 6 (0.17%) Traefik
16 4 (0.11%) Luigi
16 4 (0.11%) MS Exchange
17 3 (0.085%) CMS
Applications
1 16 (0.46%) Sketch
2 14 (0.40%) Microsoft Office
3 10 (0.28%) InVision
4 7 (0.20%) Microsoft Excel
5 5 (0.14%) Adobe Illustrator
5 5 (0.14%) Adobe XD
5 5 (0.14%) Chatbot
5 5 (0.14%) Figma
5 5 (0.14%) Fireworks
5 5 (0.14%) Microsoft PowerPoint
5 5 (0.14%) Photoshop
6 1 (0.028%) Zeplin
Business Applications
1 44 (1.25%) Dynamics CRM
2 21 (0.60%) Magento
3 16 (0.46%) Distributed Ledger
4 13 (0.37%) R3 Corda
4 13 (0.37%) Shopify
5 5 (0.14%) Sentinel
5 5 (0.14%) Sparx Enterprise Architect
6 4 (0.11%) Summit
7 2 (0.057%) Oracle Applications
8 1 (0.028%) Dynamics GP
8 1 (0.028%) Payment Gateway
Cloud Services
1 2,497 (71.04%) AWS
2 1,224 (34.82%) Azure
3 914 (26.00%) GCP
4 887 (25.23%) Serverless
5 443 (12.60%) AWS CloudFormation
6 439 (12.49%) AWS Lambda
7 337 (9.59%) PaaS
8 300 (8.53%) Amazon ECS
9 295 (8.39%) SaaS
10 288 (8.19%) Amazon S3
11 280 (7.97%) GitHub
12 240 (6.83%) Amazon SQS
13 238 (6.77%) IaaS
14 180 (5.12%) Amazon EC2
15 147 (4.18%) Amazon EKS
16 134 (3.81%) Datadog
17 116 (3.30%) AWS Step Functions
18 115 (3.27%) Azure Active Directory
19 102 (2.90%) Amazon CloudWatch
20 88 (2.50%) AWS Fargate
Communications & Networking
1 143 (4.07%) Firewall
2 97 (2.76%) HTTP
3 77 (2.19%) TCP/IP
4 64 (1.82%) DNS
5 48 (1.37%) Network Security
6 33 (0.94%) VPN
7 28 (0.80%) WAN
8 26 (0.74%) AMQP
9 22 (0.63%) SSL
10 20 (0.57%) LAN
11 15 (0.43%) Internet
12 12 (0.34%) SD-WAN
13 11 (0.31%) IPsec
13 11 (0.31%) WebEx
14 10 (0.28%) IPv4
15 8 (0.23%) Broadband
15 8 (0.23%) DSL
15 8 (0.23%) SMTP
16 7 (0.20%) Ethernet
16 7 (0.20%) FTP
Database & Business Intelligence
1 543 (15.45%) PostgreSQL
2 383 (10.90%) Amazon DynamoDB
3 298 (8.48%) Big Data
4 294 (8.36%) NoSQL
5 260 (7.40%) MySQL
6 248 (7.06%) Amazon RDS
7 178 (5.06%) Redis
8 173 (4.92%) MongoDB
9 156 (4.44%) SQL Server
10 129 (3.67%) Relational Database
11 121 (3.44%) Amazon Athena
12 103 (2.93%) Amazon Redshift
12 103 (2.93%) Hadoop
13 89 (2.53%) Neo4j
14 78 (2.22%) BigQuery
15 71 (2.02%) Electronic Patient Records
16 65 (1.85%) Amazon Aurora
17 61 (1.74%) Data Warehouse
18 48 (1.37%) RDBMS
19 44 (1.25%) Azure SQL Database
Development Applications
1 899 (25.58%) Jenkins
2 483 (13.74%) Git (software)
3 281 (7.99%) GitLab
4 250 (7.11%) CircleCI
5 175 (4.98%) Atlassian Bamboo
6 157 (4.47%) JIRA
7 148 (4.21%) TeamCity
8 108 (3.07%) Octopus Deploy
9 101 (2.87%) Vagrant
10 95 (2.70%) Travis CI
11 91 (2.59%) Cypress.io
12 86 (2.45%) Team Foundation Server
13 82 (2.33%) Artifactory
14 58 (1.65%) Selenium
15 51 (1.45%) Visual Studio Team System
16 47 (1.34%) Bitbucket
17 39 (1.11%) Maven
18 36 (1.02%) Sonatype Nexus
18 36 (1.02%) webpack
19 34 (0.97%) Gradle
General
1 844 (24.01%) Finance
2 555 (15.79%) Social Skills
3 210 (5.97%) Banking
4 171 (4.86%) Games
5 157 (4.47%) Retail
6 146 (4.15%) Front Office
7 122 (3.47%) Analytical Skills
8 114 (3.24%) Marketing
9 82 (2.33%) Advertising
9 82 (2.33%) Public Sector
10 57 (1.62%) Inclusion and Diversity
11 46 (1.31%) Telecoms
12 42 (1.19%) Presentation Skills
13 39 (1.11%) Legal
14 29 (0.83%) Manufacturing
15 28 (0.80%) Retail Banking
16 25 (0.71%) Local Government
17 23 (0.65%) Law
18 19 (0.54%) Back Office
18 19 (0.54%) Publishing
Job Titles
1 1,072 (30.50%) DevOps Engineer
2 601 (17.10%) Developer
3 468 (13.31%) Software Engineer
4 416 (11.83%) AWS Engineer
5 372 (10.58%) Senior DevOps
6 344 (9.79%) Senior DevOps Engineer
7 266 (7.57%) Cloud Engineer
8 252 (7.17%) AWS DevOps
9 241 (6.86%) AWS DevOps Engineer
10 230 (6.54%) Platform Engineer
11 192 (5.46%) Azure Engineer
12 188 (5.35%) Senior Software Engineer
13 179 (5.09%) Site Reliability Engineer
14 173 (4.92%) Senior Developer
15 159 (4.52%) React Developer
16 157 (4.47%) Architect
17 143 (4.07%) Site Engineer
18 142 (4.04%) Kubernetes Engineer
19 128 (3.64%) Azure DevOps Engineer
20 120 (3.41%) Data Engineer
Libraries, Frameworks & Software Standards
1 723 (20.57%) React
2 594 (16.90%) Node.js
3 420 (11.95%) Web Services
4 348 (9.90%) GraphQL
5 339 (9.64%) .NET
6 264 (7.51%) Kafka
7 258 (7.34%) REST
8 218 (6.20%) AngularJS
9 199 (5.66%) .NET Core
10 188 (5.35%) CSS
11 162 (4.61%) RESTful
12 155 (4.41%) Spring
13 140 (3.98%) Elastic Stack
14 138 (3.93%) Redux
15 119 (3.39%) RabbitMQ
16 115 (3.27%) Material-UI
16 115 (3.27%) Ruby on Rails
17 113 (3.21%) Spring Boot
18 108 (3.07%) React Native
19 103 (2.93%) Vue.js
Miscellaneous
1 232 (6.60%) Greenfield Project
2 214 (6.09%) Cloud Native
3 192 (5.46%) User Experience
4 118 (3.36%) Public Cloud
5 106 (3.02%) Blog
6 87 (2.48%) Hedge funds
7 84 (2.39%) Algorithms
8 77 (2.19%) Virtual Team
9 65 (1.85%) Linux Command Line
10 63 (1.79%) Data Centre
10 63 (1.79%) Data Structures
10 63 (1.79%) Mobile App
11 61 (1.74%) Legacy Systems
12 59 (1.68%) N-Tier
13 50 (1.42%) Self-Motivation
14 43 (1.22%) Hybrid Cloud
15 41 (1.17%) Derivative
16 36 (1.02%) Management Information System
17 35 (1.00%) Enterprise Software
18 32 (0.91%) Renewable Energy
Operating Systems
1 830 (23.61%) Linux
2 317 (9.02%) Windows
3 134 (3.81%) Unix
4 60 (1.71%) Windows Server
5 52 (1.48%) CentOS
6 43 (1.22%) Red Hat Enterprise Linux
7 41 (1.17%) Ubuntu
8 20 (0.57%) Android
8 20 (0.57%) Apple iOS
9 19 (0.54%) Mesosphere
10 15 (0.43%) VMS
11 12 (0.34%) Windows Server 2012
12 10 (0.28%) Data ONTAP
13 8 (0.23%) CoreOS
13 8 (0.23%) Mac OS
14 6 (0.17%) Debian
14 6 (0.17%) Windows Server 2016
15 5 (0.14%) Windows Server 2019
16 4 (0.11%) Windows 10
17 2 (0.057%) SUSE
Processes & Methodologies
1 2,252 (64.07%) DevOps
2 1,498 (42.62%) Agile Software Development
3 1,310 (37.27%) Infrastructure as Code
4 985 (28.02%) Software Engineering
5 774 (22.02%) Microservices
6 563 (16.02%) Continuous Integration
7 420 (11.95%) Configuration Management
8 395 (11.24%) Site Reliability Engineering
9 389 (11.07%) Fintech
10 383 (10.90%) Mentoring
11 376 (10.70%) Problem-Solving
12 353 (10.04%) TDD
13 349 (9.93%) Analytics
14 348 (9.90%) Open Source
15 336 (9.56%) Test Automation
16 317 (9.02%) Machine Learning
17 314 (8.93%) Data Science
18 282 (8.02%) Artificial Intelligence
19 267 (7.60%) Asset Management
20 241 (6.86%) Continuous Improvement
Programming Languages
1 1,526 (43.41%) Python
2 823 (23.41%) Java
3 815 (23.19%) JavaScript
4 580 (16.50%) SQL
5 568 (16.16%) Go
6 510 (14.51%) TypeScript
7 456 (12.97%) Bash Shell
8 396 (11.27%) PowerShell
9 388 (11.04%) C#
10 333 (9.47%) Ruby
11 168 (4.78%) Scala
12 132 (3.76%) PHP
13 130 (3.70%) C++
14 100 (2.84%) Rust
15 99 (2.82%) Elm
16 91 (2.59%) Groovy
16 91 (2.59%) Kotlin
17 86 (2.45%) ES6
18 69 (1.96%) Java 8
19 67 (1.91%) T-SQL
Qualifications
1 216 (6.15%) Degree
2 137 (3.90%) Security Cleared
3 108 (3.07%) SC Cleared
4 79 (2.25%) Computer Science Degree
5 51 (1.45%) AWS Certification
6 11 (0.31%) Cisco Certification
6 11 (0.31%) DV Cleared
7 9 (0.26%) CCNA
7 9 (0.26%) RHCE
7 9 (0.26%) RHCSA
8 8 (0.23%) Microsoft Certification
8 8 (0.23%) OSCE
9 7 (0.20%) Master's Degree
10 5 (0.14%) DBS Check
10 5 (0.14%) PhD
11 4 (0.11%) GXPN
11 4 (0.11%) ITIL Certification
11 4 (0.11%) OSCP
11 4 (0.11%) OSWP
11 4 (0.11%) SANS
Quality Assurance & Compliance
1 191 (5.43%) QA
2 42 (1.19%) GDPR
3 35 (1.00%) SLA
4 17 (0.48%) ISO/IEC 27001
5 15 (0.43%) Data Quality
6 14 (0.40%) NIST
7 13 (0.37%) Accessibility
8 11 (0.31%) PCI DSS
9 9 (0.26%) PSD2
10 6 (0.17%) SOC 2
11 4 (0.11%) SOC 1
12 2 (0.057%) NCSC
12 2 (0.057%) PMO
13 1 (0.028%) Cyber Essentials
13 1 (0.028%) HIPAA
13 1 (0.028%) HMG Security Policy Framework
13 1 (0.028%) Sarbanes-Oxley
System Software
1 2,030 (57.75%) Docker
2 93 (2.65%) Active Directory
3 81 (2.30%) VMware Infrastructure
4 76 (2.16%) VirtualBox
5 27 (0.77%) Virtual Machines
6 20 (0.57%) Hyper-V
7 14 (0.40%) Xen
8 13 (0.37%) LXC
9 12 (0.34%) vSphere
10 11 (0.31%) Apache ZooKeeper
10 11 (0.31%) etcd
11 9 (0.26%) VMware NSX
12 7 (0.20%) Varnish
13 6 (0.17%) VMware ESXi
14 4 (0.11%) vCloud
14 4 (0.11%) Virtual Desktop
14 4 (0.11%) Virtual Servers
15 2 (0.057%) DFS Replication
15 2 (0.057%) OpenAM
15 2 (0.057%) Squid
Systems Management
1 1,970 (56.05%) Kubernetes
2 1,061 (30.18%) Ansible
3 440 (12.52%) Puppet
4 367 (10.44%) Opscode Chef
5 350 (9.96%) Prometheus
6 300 (8.53%) Grafana
7 107 (3.04%) Docker Swarm
8 85 (2.42%) Consul
9 73 (2.08%) Packer
10 61 (1.74%) Nagios
11 51 (1.45%) Kibana
12 48 (1.37%) Istio
13 32 (0.91%) logstash
14 30 (0.85%) Salt
15 26 (0.74%) Rancher
16 19 (0.54%) Automic
16 19 (0.54%) linkerd
17 18 (0.51%) Graphite
17 18 (0.51%) ZABBIX
18 17 (0.48%) SCCM
Vendors
1 458 (13.03%) Google
2 201 (5.72%) Microsoft
3 119 (3.39%) VMware
4 97 (2.76%) IBM
5 88 (2.50%) Cloudera
6 86 (2.45%) Hortonworks
7 84 (2.39%) Splunk
8 80 (2.28%) Oracle
9 70 (1.99%) Informatica
9 70 (1.99%) Talend
10 50 (1.42%) Red Hat
11 45 (1.28%) Nintex
12 37 (1.05%) Samsung
13 34 (0.97%) PagerDuty
14 29 (0.83%) Atlassian
15 27 (0.77%) Facebook
15 27 (0.77%) New Relic
16 25 (0.71%) AppDynamics
17 24 (0.68%) LexisNexis
18 22 (0.63%) ServiceNow