Period
to 17 October 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 17 October 2021 with a comparison to the same period in the previous 2 years.

Terraform
England > London
6 months to
17 Oct 2021
Same period 2020 Same period 2019
Rank 37 38 74
Rank change year-on-year +1 +36 +96
Permanent jobs citing Terraform 3,971 1,257 2,229
As % of all permanent jobs advertised in London 7.94% 6.50% 4.07%
As % of the Systems Management category 39.24% 32.71% 26.46%
Number of salaries quoted 2,473 1,035 1,725
10th Percentile £56,250 £51,250 £52,500
25th Percentile £67,500 £59,875 £61,250
Median annual salary (50th Percentile) £82,500 £72,500 £75,000
Median % change year-on-year +13.79% -3.33% +3.45%
75th Percentile £97,500 £86,250 £93,750
90th Percentile £118,750 £100,000 £107,500
England median annual salary £75,000 £65,000 £70,000
% change year-on-year +15.38% -7.14% +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 10,121 3,843 8,424
As % of all permanent IT jobs advertised in London 20.23% 19.86% 15.40%
Number of salaries quoted 6,056 3,241 6,581
10th Percentile £47,500 £45,750 £40,000
25th Percentile £60,133 £56,250 £52,500
Median annual salary (50th Percentile) £77,500 £70,000 £70,000
Median % change year-on-year +10.71% - +7.69%
75th Percentile £95,000 £87,500 £86,250
90th Percentile £115,000 £107,500 £100,000
England median annual salary £67,500 £62,500 £58,000
% change year-on-year +8.00% +7.76% +5.45%

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 17 October 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 17 October 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 +5 554 £83,250 +11.00% 205
South London +9 85 £67,500 -6.90% 14
West London -31 57 £72,500 +7.41% 54
East London +15 38 £72,500 +5.45% 41
North London - 3 £110,000 - 10
Terraform
England

For the 6 months to 17 October 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 2,884 (72.63%) AWS
2 2,413 (60.77%) DevOps
3 2,269 (57.14%) Docker
4 2,257 (56.84%) Kubernetes
5 1,749 (44.04%) Python
6 1,565 (39.41%) Agile Software Development
7 1,473 (37.09%) Infrastructure as Code
8 1,454 (36.62%) Azure
9 1,181 (29.74%) GCP
10 1,179 (29.69%) Software Engineering
11 1,092 (27.50%) Serverless
12 1,079 (27.17%) Finance
13 1,061 (26.72%) Ansible
14 1,015 (25.56%) Java
15 1,014 (25.54%) Jenkins
16 972 (24.48%) JavaScript
17 887 (22.34%) React
18 848 (21.35%) Microservices
19 839 (21.13%) Linux
20 747 (18.81%) Node.js
21 705 (17.75%) Full Stack Development
22 701 (17.65%) TypeScript
23 680 (17.12%) Social Skills
24 635 (15.99%) SQL
25 589 (14.83%) AWS Lambda
26 588 (14.81%) Go
27 571 (14.38%) PostgreSQL
28 570 (14.35%) Bash Shell
29 565 (14.23%) Web Services
30 560 (14.10%) 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
1 200 (5.04%) Elasticsearch
2 128 (3.22%) Apache Airflow
3 85 (2.14%) Apache Spark
4 77 (1.94%) Apache
5 68 (1.71%) Confluence
6 62 (1.56%) nginx
7 33 (0.83%) SharePoint
8 29 (0.73%) IIS
9 27 (0.68%) Cloud Foundry
10 22 (0.55%) OpenStack
11 18 (0.45%) Apache Solr
12 13 (0.33%) Ethereum
13 12 (0.30%) Apache Pulsar
13 12 (0.30%) Camunda
14 10 (0.25%) Luigi
14 10 (0.25%) Oracle SOA Suite
14 10 (0.25%) WordPress
15 7 (0.18%) NServiceBus
15 7 (0.18%) Tomcat
15 7 (0.18%) WebSphere
Applications
1 21 (0.53%) Microsoft Office
2 19 (0.48%) Sketch
3 14 (0.35%) InVision
4 10 (0.25%) Figma
5 8 (0.20%) Microsoft Excel
6 7 (0.18%) Microsoft PowerPoint
7 5 (0.13%) Adobe Illustrator
7 5 (0.13%) Adobe XD
7 5 (0.13%) Chatbot
7 5 (0.13%) Fireworks
7 5 (0.13%) Photoshop
8 1 (0.025%) Weka
Business Applications
1 21 (0.53%) Distributed Ledger
2 19 (0.48%) Magento
3 15 (0.38%) R3 Corda
4 13 (0.33%) Shopify
5 9 (0.23%) Dynamics CRM
6 5 (0.13%) Sparx Enterprise Architect
7 4 (0.10%) Sentinel
7 4 (0.10%) Summit
8 1 (0.025%) Dynamics GP
8 1 (0.025%) Payment Gateway
Cloud Services
1 2,884 (72.63%) AWS
2 1,454 (36.62%) Azure
3 1,181 (29.74%) GCP
4 1,092 (27.50%) Serverless
5 589 (14.83%) AWS Lambda
6 560 (14.10%) AWS CloudFormation
7 382 (9.62%) Amazon S3
8 376 (9.47%) GitHub
9 350 (8.81%) Amazon ECS
10 306 (7.71%) PaaS
11 300 (7.55%) Amazon SQS
12 299 (7.53%) SaaS
13 222 (5.59%) IaaS
14 219 (5.51%) Amazon EC2
15 175 (4.41%) AWS Step Functions
16 139 (3.50%) Amazon EKS
17 123 (3.10%) Amazon CloudWatch
18 117 (2.95%) Datadog
19 113 (2.85%) Virtual Private Cloud
20 108 (2.72%) GitHub Actions
Communications & Networking
1 164 (4.13%) Firewall
2 115 (2.90%) HTTP
3 107 (2.69%) DNS
4 95 (2.39%) TCP/IP
5 83 (2.09%) VPN
6 61 (1.54%) Network Security
7 29 (0.73%) AMQP
7 29 (0.73%) WAN
8 26 (0.65%) SSL
9 22 (0.55%) Broadband
10 18 (0.45%) DHCP
10 18 (0.45%) WebEx
11 16 (0.40%) LAN
11 16 (0.40%) MQTT
12 14 (0.35%) BGP
13 13 (0.33%) Internet
14 12 (0.30%) SMTP
15 11 (0.28%) Wi-Fi
16 10 (0.25%) VLAN
17 9 (0.23%) IPv4
Database & Business Intelligence
1 571 (14.38%) PostgreSQL
2 445 (11.21%) Amazon DynamoDB
3 335 (8.44%) Amazon RDS
4 326 (8.21%) NoSQL
5 295 (7.43%) MySQL
6 225 (5.67%) Big Data
7 212 (5.34%) Redis
8 169 (4.26%) MongoDB
9 147 (3.70%) Relational Database
10 114 (2.87%) SQL Server
11 106 (2.67%) Amazon Athena
12 94 (2.37%) Amazon Aurora
13 92 (2.32%) Amazon Redshift
14 88 (2.22%) Blockchain
15 82 (2.06%) BigQuery
16 73 (1.84%) Data Warehouse
17 64 (1.61%) RDBMS
18 61 (1.54%) Azure SQL Database
19 58 (1.46%) Hadoop
20 57 (1.44%) Neo4j
Development Applications
1 1,014 (25.54%) Jenkins
2 548 (13.80%) Git (software)
3 381 (9.59%) GitLab
4 246 (6.19%) CircleCI
5 193 (4.86%) JIRA
6 181 (4.56%) TeamCity
7 176 (4.43%) Atlassian Bamboo
8 144 (3.63%) Octopus Deploy
9 113 (2.85%) Cypress.io
10 109 (2.74%) Artifactory
11 82 (2.06%) Team Foundation Server
12 80 (2.01%) Travis CI
13 79 (1.99%) Selenium
14 71 (1.79%) Bitbucket
15 67 (1.69%) Vagrant
16 61 (1.54%) Maven
17 54 (1.36%) Gradle
18 47 (1.18%) webpack
19 42 (1.06%) Subversion
20 39 (0.98%) Spinnaker
General
1 1,079 (27.17%) Finance
2 680 (17.12%) Social Skills
3 253 (6.37%) Front Office
4 225 (5.67%) Banking
5 213 (5.36%) Retail
6 144 (3.63%) Games
7 137 (3.45%) Marketing
8 119 (3.00%) Analytical Skills
9 85 (2.14%) Public Sector
10 76 (1.91%) Inclusion and Diversity
11 67 (1.69%) Advertising
12 55 (1.39%) Legal
13 51 (1.28%) Telecoms
14 43 (1.08%) Publishing
15 42 (1.06%) Law
16 41 (1.03%) Presentation Skills
17 36 (0.91%) Manufacturing
18 29 (0.73%) Automotive
19 28 (0.71%) Retail Finance
20 27 (0.68%) Organisational Skills
Job Titles
1 1,126 (28.36%) DevOps Engineer
2 731 (18.41%) Developer
3 680 (17.12%) Software Engineer
4 358 (9.02%) Senior DevOps
5 351 (8.84%) AWS Engineer
6 347 (8.74%) Senior DevOps Engineer
7 312 (7.86%) Cloud Engineer
8 241 (6.07%) Platform Engineer
9 234 (5.89%) React Developer
10 228 (5.74%) Senior Software Engineer
11 224 (5.64%) AWS DevOps
12 220 (5.54%) Developer/Software Engineer
13 214 (5.39%) Site Reliability Engineer
14 205 (5.16%) Architect
14 205 (5.16%) AWS DevOps Engineer
15 179 (4.51%) Azure Engineer
16 171 (4.31%) Site Engineer
17 169 (4.26%) Java Developer
18 167 (4.21%) Senior Developer
19 99 (2.49%) Lead DevOps
Libraries, Frameworks & Software Standards
1 887 (22.34%) React
2 747 (18.81%) Node.js
3 565 (14.23%) Web Services
4 375 (9.44%) .NET
5 366 (9.22%) Kafka
6 345 (8.69%) GraphQL
7 300 (7.55%) REST
8 281 (7.08%) Spring
9 240 (6.04%) AngularJS
10 213 (5.36%) Spring Boot
11 197 (4.96%) RESTful
12 182 (4.58%) .NET Core
13 181 (4.56%) CSS
14 174 (4.38%) Redux
15 169 (4.26%) Material-UI
16 147 (3.70%) Elastic Stack
17 141 (3.55%) RabbitMQ
18 139 (3.50%) React Native
19 129 (3.25%) Vue.js
20 116 (2.92%) JSON
Miscellaneous
1 283 (7.13%) User Experience
2 272 (6.85%) Greenfield Project
3 230 (5.79%) Cloud Native
4 159 (4.00%) Public Cloud
5 126 (3.17%) Hedge funds
6 100 (2.52%) Algorithms
7 98 (2.47%) Data Centre
8 89 (2.24%) Blog
8 89 (2.24%) Fixed Income
9 82 (2.06%) Derivative
10 73 (1.84%) Mobile App
11 71 (1.79%) Virtual Team
12 61 (1.54%) Data Structures
13 53 (1.33%) Hybrid Cloud
13 53 (1.33%) Legacy Systems
14 51 (1.28%) Foreign Exchange (FX)
15 48 (1.21%) Self-Motivation
16 45 (1.13%) Renewable Energy
17 42 (1.06%) Equities
18 40 (1.01%) Private Cloud
Operating Systems
1 839 (21.13%) Linux
2 394 (9.92%) Windows
3 169 (4.26%) Unix
4 89 (2.24%) Windows Server
5 53 (1.33%) Apple iOS
6 49 (1.23%) Android
7 44 (1.11%) CentOS
8 43 (1.08%) Red Hat Enterprise Linux
9 36 (0.91%) Ubuntu
10 35 (0.88%) Mesosphere
11 27 (0.68%) Windows Server 2012
12 25 (0.63%) VMS
13 24 (0.60%) Mac OS X
14 23 (0.58%) Windows 10
15 22 (0.55%) Windows Server 2016
16 11 (0.28%) Data ONTAP
17 10 (0.25%) CoreOS
18 7 (0.18%) Debian
19 4 (0.10%) Amazon Linux
19 4 (0.10%) SUSE
Processes & Methodologies
1 2,413 (60.77%) DevOps
2 1,565 (39.41%) Agile Software Development
3 1,473 (37.09%) Infrastructure as Code
4 1,179 (29.69%) Software Engineering
5 848 (21.35%) Microservices
6 705 (17.75%) Full Stack Development
7 545 (13.72%) Continuous Integration
8 490 (12.34%) Problem-Solving
9 448 (11.28%) Configuration Management
10 430 (10.83%) Site Reliability Engineering
11 414 (10.43%) TDD
12 402 (10.12%) Asset Management
13 400 (10.07%) Mentoring
14 392 (9.87%) Fintech
15 390 (9.82%) Open Source
16 347 (8.74%) Test Automation
17 338 (8.51%) Scrum
18 333 (8.39%) Analytics
19 302 (7.61%) Machine Learning
20 291 (7.33%) Data Science
Programming Languages
1 1,749 (44.04%) Python
2 1,015 (25.56%) Java
3 972 (24.48%) JavaScript
4 701 (17.65%) TypeScript
5 635 (15.99%) SQL
6 588 (14.81%) Go
7 570 (14.35%) Bash Shell
8 442 (11.13%) PowerShell
9 382 (9.62%) Ruby
10 371 (9.34%) C#
11 211 (5.31%) Scala
12 141 (3.55%) PHP
13 125 (3.15%) Kotlin
14 121 (3.05%) C++
15 117 (2.95%) Rust
16 93 (2.34%) Elm
17 82 (2.06%) Java 8
18 81 (2.04%) Groovy
19 76 (1.91%) ES6
20 70 (1.76%) Perl
Qualifications
1 234 (5.89%) Degree
2 121 (3.05%) Security Cleared
3 101 (2.54%) SC Cleared
4 100 (2.52%) Computer Science Degree
5 69 (1.74%) AWS Certification
6 27 (0.68%) Cisco Certification
7 16 (0.40%) CCNA
8 14 (0.35%) RHCE
9 13 (0.33%) CCNP
10 12 (0.30%) RHCSA
11 8 (0.20%) Master's Degree
12 6 (0.15%) PhD
13 5 (0.13%) Microsoft Certification
14 4 (0.10%) ITIL Certification
14 4 (0.10%) VMware Certified Professional (VCP)
15 3 (0.076%) (ISC)2 CCSP
15 3 (0.076%) CCIE
15 3 (0.076%) CESG Certified Professional
15 3 (0.076%) CISSP
15 3 (0.076%) VCP6
Quality Assurance & Compliance
1 272 (6.85%) QA
2 39 (0.98%) SLA
3 32 (0.81%) GDPR
4 22 (0.55%) Data Quality
5 18 (0.45%) Accessibility
6 15 (0.38%) ISO/IEC 27001
6 15 (0.38%) PSD2
7 13 (0.33%) NIST
8 3 (0.076%) IASME
8 3 (0.076%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
9 2 (0.050%) NCSC
9 2 (0.050%) PCI DSS
9 2 (0.050%) Sarbanes-Oxley
10 1 (0.025%) Cyber Essentials
10 1 (0.025%) HMG Security Policy Framework
System Software
1 2,269 (57.14%) Docker
2 84 (2.12%) Active Directory
3 76 (1.91%) VMware Infrastructure
4 52 (1.31%) Virtual Machines
5 42 (1.06%) Hyper-V
6 34 (0.86%) VirtualBox
7 23 (0.58%) Varnish
8 13 (0.33%) Apache ZooKeeper
9 11 (0.28%) etcd
9 11 (0.28%) Virtual Servers
10 10 (0.25%) LXC
11 8 (0.20%) vSphere
11 8 (0.20%) Xen
12 6 (0.15%) Microsoft App-V
12 6 (0.15%) vCloud
12 6 (0.15%) Virtual Desktop
12 6 (0.15%) VMware NSX
12 6 (0.15%) XenApp
13 5 (0.13%) KVM
13 5 (0.13%) VMware ESXi
Systems Management
1 2,257 (56.84%) Kubernetes
2 1,061 (26.72%) Ansible
3 490 (12.34%) Puppet
4 390 (9.82%) Opscode Chef
5 379 (9.54%) Prometheus
6 334 (8.41%) Grafana
7 83 (2.09%) Consul
8 80 (2.01%) Packer
9 70 (1.76%) Kibana
10 63 (1.59%) Docker Swarm
11 51 (1.28%) Istio
11 51 (1.28%) Nagios
12 48 (1.21%) logstash
13 34 (0.86%) Automic
14 33 (0.83%) Salt
15 27 (0.68%) HAProxy
16 26 (0.65%) ZABBIX
17 24 (0.60%) SCCM
18 22 (0.55%) Rancher
19 21 (0.53%) Opsgenie
Vendors
1 552 (13.90%) Google
2 236 (5.94%) Microsoft
3 106 (2.67%) VMware
4 92 (2.32%) Oracle
5 83 (2.09%) Splunk
6 54 (1.36%) IBM
7 50 (1.26%) Red Hat
8 45 (1.13%) New Relic
9 42 (1.06%) Samsung
10 41 (1.03%) Cloudera
10 41 (1.03%) LexisNexis
11 38 (0.96%) Hortonworks
12 33 (0.83%) Cisco
12 33 (0.83%) Talend
13 31 (0.78%) ServiceNow
14 29 (0.73%) Informatica
15 27 (0.68%) Atlassian
15 27 (0.68%) Facebook
16 22 (0.55%) Dell
16 22 (0.55%) Palo Alto