Period
to

The following table provides summary statistics for permanent job vacancies advertised in England 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 1 July 2022 with a comparison to the same period in the previous 2 years.

Terraform
UK > England
6 months to
1 Jul 2022
Same period 2021 Same period 2020
Rank 47 44 86
Rank change year-on-year -3 +42 +70
Permanent jobs citing Terraform 9,042 5,899 2,651
As % of all permanent jobs advertised in England 6.02% 6.22% 3.65%
As % of the Systems Management category 33.87% 35.41% 24.99%
Number of salaries quoted 3,808 4,082 2,172
10th Percentile £50,000 £43,750 £43,750
25th Percentile £60,000 £55,000 £56,250
Median annual salary (50th Percentile) £75,000 £70,000 £70,000
Median % change year-on-year +7.14% - -
75th Percentile £95,000 £87,500 £87,500
90th Percentile £110,000 £97,500 £99,875
UK median annual salary £75,000 £70,000 £70,000
% change year-on-year +7.14% - -

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 England with a requirement for systems management skills.

All Systems Management Skills
England
Permanent vacancies with a requirement for systems management skills 26,700 16,658 10,607
As % of all permanent IT jobs advertised in England 17.78% 17.57% 14.58%
Number of salaries quoted 12,682 11,423 8,639
10th Percentile £37,500 £37,500 £35,250
25th Percentile £47,500 £47,500 £46,000
Median annual salary (50th Percentile) £70,000 £65,000 £62,500
Median % change year-on-year +7.69% +4.00% +4.17%
75th Percentile £87,500 £83,750 £81,250
90th Percentile £102,500 £97,500 £95,000
UK median annual salary £68,500 £65,000 £62,500
% change year-on-year +5.38% +4.00% +6.84%

Terraform
Job Vacancy Trend in England

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

Job vacancy trend for Terraform in England

Terraform
Salary Trend in England

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

Salary trend for Terraform in England

Terraform
Salary Histogram in England

Salary distribution for jobs citing Terraform in England over the 6 months to 1 July 2022.

Salary histogram for Terraform in England

Terraform
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Terraform within the England region over the 6 months to 1 July 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 0 6,312 £85,000 +6.25% 357
North of England -32 923 £67,425 +12.38% 100
South East -56 605 £70,000 +7.69% 54
North West -27 592 £70,000 +16.67% 51
Midlands -25 408 £67,500 +0.75% 36
South West -4 393 £65,000 +13.04% 47
Yorkshire -51 284 £65,000 +8.33% 39
West Midlands -37 278 £68,500 -2.14% 22
East of England +36 258 £62,500 -3.85% 26
East Midlands -9 130 £65,000 +8.33% 14
North East -29 47 £62,500 +31.58% 10
South Coast - 1 - -
Terraform
UK

For the 6 months to 1 July 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 England region with a requirement for Terraform.

1 6,199 (68.56%) AWS
2 5,748 (63.57%) DevOps
3 4,912 (54.32%) Kubernetes
4 4,509 (49.87%) CI/CD
5 4,383 (48.47%) Docker
6 4,234 (46.83%) Azure
7 4,202 (46.47%) Python
8 4,041 (44.69%) Agile
9 3,661 (40.49%) Infrastructure as Code
10 2,839 (31.40%) Ansible
11 2,749 (30.40%) GCP
12 2,601 (28.77%) Finance
13 2,497 (27.62%) Software Engineering
14 2,448 (27.07%) Jenkins
15 2,383 (26.35%) Linux
16 2,094 (23.16%) Java
17 1,934 (21.39%) Git (software)
18 1,840 (20.35%) Serverless
19 1,831 (20.25%) React
20 1,756 (19.42%) JavaScript
21 1,729 (19.12%) SQL
22 1,678 (18.56%) Microservices
23 1,621 (17.93%) Social Skills
24 1,543 (17.06%) Bash
25 1,472 (16.28%) AWS CloudFormation
26 1,360 (15.04%) Go
27 1,344 (14.86%) PowerShell
28 1,294 (14.31%) Mentoring
29 1,263 (13.97%) Node.js
30 1,256 (13.89%) Problem-Solving

Terraform
Co-occurring IT Skills in England 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
1 373 (4.13%) Apache Spark
2 304 (3.36%) Apache Airflow
3 261 (2.89%) Apache
4 224 (2.48%) Confluence
5 162 (1.79%) IIS
6 129 (1.43%) Tomcat
7 104 (1.15%) Cloud Foundry
8 96 (1.06%) JBoss
9 68 (0.75%) nginx
10 66 (0.73%) OpenStack
11 53 (0.59%) CMS
12 28 (0.31%) Ethereum
13 26 (0.29%) Drupal
13 26 (0.29%) SharePoint
14 25 (0.28%) Apache Pulsar
15 22 (0.24%) Headless CMS
15 22 (0.24%) WebLogic
16 20 (0.22%) Oracle Workflow
17 17 (0.19%) WebSphere
18 15 (0.17%) Commerce Server
Applications
1 44 (0.49%) Microsoft Office
2 32 (0.35%) Microsoft Excel
3 29 (0.32%) Microsoft PowerPoint
4 18 (0.20%) MS Visio
5 15 (0.17%) Chatbot
6 10 (0.11%) Spreadsheet
7 2 (0.022%) Microsoft Project
8 1 (0.011%) Adobe Premiere
8 1 (0.011%) CPLEX
Business Applications
1 29 (0.32%) Payment Gateway
2 22 (0.24%) Dynamics CRM
3 18 (0.20%) R3 Corda
4 12 (0.13%) Shopify
5 11 (0.12%) Fidessa
6 8 (0.088%) JDE OneWorld
6 8 (0.088%) Summit
7 7 (0.077%) Distributed Ledger
7 7 (0.077%) MetaTrader
8 5 (0.055%) SAP Oil and Gas
9 4 (0.044%) Acoustic Campaign
9 4 (0.044%) Adobe Campaign
10 2 (0.022%) Oracle EBS
11 1 (0.011%) assyst
11 1 (0.011%) Cloudability
11 1 (0.011%) Oracle Applications
11 1 (0.011%) Oracle BPM
Cloud Services
1 6,199 (68.56%) AWS
2 4,234 (46.83%) Azure
3 2,749 (30.40%) GCP
4 1,840 (20.35%) Serverless
5 1,472 (16.28%) AWS CloudFormation
6 1,209 (13.37%) Azure DevOps
7 1,087 (12.02%) AWS Lambda
8 1,040 (11.50%) GitHub
9 803 (8.88%) SaaS
10 752 (8.32%) Amazon ECS
11 685 (7.58%) Amazon S3
12 670 (7.41%) PaaS
13 627 (6.93%) Amazon EC2
14 532 (5.88%) Amazon CloudWatch
15 447 (4.94%) Amazon EKS
16 446 (4.93%) Cloud Computing
17 437 (4.83%) IaaS
18 382 (4.22%) OpenShift
19 374 (4.14%) Amazon Kinesis
20 369 (4.08%) Azure Functions
Communications & Networking
1 498 (5.51%) Firewall
2 300 (3.32%) DNS
3 219 (2.42%) Internet
4 201 (2.22%) VPN
5 193 (2.13%) Network Security
6 175 (1.94%) HTTP
7 174 (1.92%) TCP/IP
8 132 (1.46%) WAN
9 105 (1.16%) LAN
10 101 (1.12%) DHCP
11 66 (0.73%) SD-WAN
12 60 (0.66%) Software-Defined Networking
13 58 (0.64%) SAN
14 52 (0.58%) VLAN
15 50 (0.55%) Wireless
16 48 (0.53%) Broadband
17 47 (0.52%) BGP
18 45 (0.50%) IPsec
18 45 (0.50%) OSPF
19 39 (0.43%) NAS
Database & Business Intelligence
1 947 (10.47%) PostgreSQL
2 853 (9.43%) NoSQL
3 589 (6.51%) SQL Server
4 560 (6.19%) MySQL
5 546 (6.04%) Relational Database
6 519 (5.74%) Elasticsearch
7 501 (5.54%) DynamoDB
8 414 (4.58%) Big Data
9 408 (4.51%) Redis
10 360 (3.98%) Amazon RDS
11 356 (3.94%) MongoDB
12 346 (3.83%) Data Warehouse
13 320 (3.54%) BigQuery
14 294 (3.25%) Amazon Redshift
15 245 (2.71%) Data Lake
16 222 (2.46%) RDBMS
17 214 (2.37%) Amazon Athena
18 176 (1.95%) Hadoop
19 169 (1.87%) Tableau
20 153 (1.69%) Azure SQL Database
Development Applications
1 2,448 (27.07%) Jenkins
2 1,934 (21.39%) Git (software)
3 787 (8.70%) GitLab
4 499 (5.52%) CircleCI
5 467 (5.16%) Octopus Deploy
6 466 (5.15%) TeamCity
7 427 (4.72%) JIRA
8 365 (4.04%) Team Foundation Server
9 312 (3.45%) Maven
10 230 (2.54%) Gradle
11 223 (2.47%) Travis CI
12 194 (2.15%) Bitbucket
13 182 (2.01%) Selenium
14 160 (1.77%) Subversion
15 154 (1.70%) SonarQube
16 139 (1.54%) webpack
17 132 (1.46%) JUnit
18 127 (1.40%) Atlassian Bamboo
18 127 (1.40%) IBM UrbanCode
19 119 (1.32%) Sonatype Nexus
General
1 2,601 (28.77%) Finance
2 1,621 (17.93%) Social Skills
3 944 (10.44%) Inclusion and Diversity
4 867 (9.59%) Banking
5 720 (7.96%) Retail
6 508 (5.62%) Analytical Skills
7 399 (4.41%) Games
8 326 (3.61%) Marketing
9 322 (3.56%) Public Sector
10 215 (2.38%) Legal
11 175 (1.94%) Manufacturing
12 142 (1.57%) Advertising
13 136 (1.50%) Law
14 129 (1.43%) Presentation Skills
15 125 (1.38%) Telecoms
16 124 (1.37%) Automotive
17 119 (1.32%) Organisational Skills
18 118 (1.31%) Financial Institution
19 93 (1.03%) Publishing
20 87 (0.96%) Front Office
Job Titles
1 2,896 (32.03%) DevOps Engineer
2 1,505 (16.64%) Software Engineer
3 1,108 (12.25%) Developer
4 913 (10.10%) Cloud Engineer
5 875 (9.68%) Senior DevOps
6 815 (9.01%) Senior DevOps Engineer
7 632 (6.99%) Senior Software Engineer
8 610 (6.75%) AWS Engineer
9 443 (4.90%) Data Engineer
10 378 (4.18%) Site Reliability Engineer
11 374 (4.14%) AWS DevOps
12 356 (3.94%) Architect
13 353 (3.90%) AWS DevOps Engineer
14 343 (3.79%) Azure Engineer
15 316 (3.49%) Platform Engineer
16 311 (3.44%) Lead DevOps
17 310 (3.43%) Senior Developer
18 298 (3.30%) Site Engineer
19 289 (3.20%) Java Developer
20 273 (3.02%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 1,831 (20.25%) React
2 1,263 (13.97%) Node.js
3 1,105 (12.22%) Kafka
4 968 (10.71%) .NET
5 598 (6.61%) CSS
6 550 (6.08%) REST
7 489 (5.41%) RESTful
8 484 (5.35%) .NET Core
9 469 (5.19%) Spring
10 465 (5.14%) AngularJS
10 465 (5.14%) Elastic Stack
11 462 (5.11%) GraphQL
12 429 (4.74%) HTML
13 399 (4.41%) Spring Boot
14 393 (4.35%) Web Services
15 352 (3.89%) .NET Framework
16 333 (3.68%) ARM Templates
17 306 (3.38%) Vue.js
18 302 (3.34%) RabbitMQ
19 280 (3.10%) OAuth
Miscellaneous
1 882 (9.75%) Cloud Native
2 623 (6.89%) Public Cloud
3 577 (6.38%) User Experience
4 368 (4.07%) Mobile App
5 311 (3.44%) Greenfield Project
6 295 (3.26%) Blog
7 268 (2.96%) Self-Motivation
8 250 (2.76%) Algorithms
9 236 (2.61%) Linux Command Line
10 222 (2.46%) Private Cloud
11 181 (2.00%) Hackathon
12 163 (1.80%) Data Centre
13 157 (1.74%) Hybrid Cloud
14 142 (1.57%) Data Structures
15 139 (1.54%) Social Network
16 134 (1.48%) Management Information System
17 126 (1.39%) Legacy Systems
18 122 (1.35%) Life Science
19 113 (1.25%) Hedge funds
20 96 (1.06%) Virtual Team
Operating Systems
1 2,383 (26.35%) Linux
2 1,079 (11.93%) Windows
3 332 (3.67%) Android
4 317 (3.51%) Unix
5 315 (3.48%) Apple iOS
6 313 (3.46%) Windows Server
7 168 (1.86%) Red Hat Enterprise Linux
8 139 (1.54%) CentOS
9 125 (1.38%) Mesosphere
10 110 (1.22%) Ubuntu
11 73 (0.81%) VMS
12 66 (0.73%) Windows 10
13 59 (0.65%) Windows Server 2016
14 58 (0.64%) Windows Server 2012
15 40 (0.44%) Windows Server 2019
16 29 (0.32%) Mac OS
17 28 (0.31%) Debian
18 22 (0.24%) Amazon Linux
19 18 (0.20%) Solaris
20 17 (0.19%) Oracle Linux
Processes & Methodologies
1 5,748 (63.57%) DevOps
2 4,509 (49.87%) CI/CD
3 4,041 (44.69%) Agile
4 3,661 (40.49%) Infrastructure as Code
5 2,497 (27.62%) Software Engineering
6 1,678 (18.56%) Microservices
7 1,294 (14.31%) Mentoring
8 1,256 (13.89%) Problem-Solving
9 1,196 (13.23%) TDD
10 1,115 (12.33%) Configuration Management
11 1,044 (11.55%) Continuous Integration
12 991 (10.96%) Test Automation
13 981 (10.85%) Full Stack Development
13 981 (10.85%) Scrum
14 937 (10.36%) Analytics
15 886 (9.80%) Open Source
16 883 (9.77%) Site Reliability Engineering
17 817 (9.04%) Machine Learning
18 784 (8.67%) Data Science
19 778 (8.60%) SDLC
Programming Languages
1 4,202 (46.47%) Python
2 2,094 (23.16%) Java
3 1,756 (19.42%) JavaScript
4 1,729 (19.12%) SQL
5 1,543 (17.06%) Bash
6 1,360 (15.04%) Go
7 1,344 (14.86%) PowerShell
8 1,187 (13.13%) C#
9 1,143 (12.64%) TypeScript
10 774 (8.56%) Ruby
11 445 (4.92%) Scala
12 420 (4.64%) Groovy
13 339 (3.75%) Kotlin
14 329 (3.64%) PHP
15 225 (2.49%) Rust
16 216 (2.39%) Shell Script
17 185 (2.05%) C++
18 133 (1.47%) Perl
19 132 (1.46%) C
20 105 (1.16%) Clojure
Qualifications
1 590 (6.53%) Degree
2 394 (4.36%) Security Cleared
3 361 (3.99%) SC Cleared
4 276 (3.05%) Computer Science Degree
5 258 (2.85%) AWS Certification
6 80 (0.88%) Microsoft Certification
7 75 (0.83%) Master's Degree
8 52 (0.58%) DV Cleared
9 48 (0.53%) Cisco Certification
10 30 (0.33%) CCNP
10 30 (0.33%) PhD
11 27 (0.30%) Numerate Degree
12 26 (0.29%) CCNA
12 26 (0.29%) CISSP
13 21 (0.23%) CISM
14 19 (0.21%) BPSS Clearance
14 19 (0.21%) RHCE
15 18 (0.20%) PMI Certification
16 17 (0.19%) ITIL Certification
16 17 (0.19%) TOGAF Certification
Quality Assurance & Compliance
1 582 (6.44%) QA
2 169 (1.87%) SLA
3 108 (1.19%) GDPR
4 94 (1.04%) PCI DSS
5 85 (0.94%) ISO/IEC 27001
6 84 (0.93%) Data Quality
7 71 (0.79%) Accessibility
8 46 (0.51%) SOC 2
9 28 (0.31%) NIST
10 24 (0.27%) SOC 1
11 19 (0.21%) HIPAA
12 17 (0.19%) GxP
13 16 (0.18%) ISO 9001
14 14 (0.15%) Cyber Essentials
14 14 (0.15%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
15 12 (0.13%) Cyber Essentials PLUS
16 10 (0.11%) GRC
17 8 (0.088%) PSD2
18 6 (0.066%) ISO/IEC 14443
18 6 (0.066%) NCSC
System Software
1 4,383 (48.47%) Docker
2 246 (2.72%) Virtual Machines
3 231 (2.55%) Active Directory
4 196 (2.17%) VMware Infrastructure
5 68 (0.75%) vSphere
6 60 (0.66%) Hyper-V
7 55 (0.61%) VMware ESXi
8 41 (0.45%) Apache Flume
9 40 (0.44%) Virtual Servers
10 30 (0.33%) KVM
11 28 (0.31%) LXC
12 27 (0.30%) zsh
13 16 (0.18%) Ceph
13 16 (0.18%) Virtual Desktop
14 12 (0.13%) NFS
14 12 (0.13%) Varnish
14 12 (0.13%) VMware NSX
15 11 (0.12%) Citrix Hypervisor
15 11 (0.12%) XenApp
16 10 (0.11%) Apache ZooKeeper
Systems Management
1 4,912 (54.32%) Kubernetes
2 2,839 (31.40%) Ansible
3 1,129 (12.49%) Puppet
4 953 (10.54%) Opscode Chef
5 733 (8.11%) Prometheus
6 588 (6.50%) Grafana
7 224 (2.48%) Consul
8 216 (2.39%) Istio
9 171 (1.89%) Kibana
9 171 (1.89%) Packer
10 132 (1.46%) Rancher
11 125 (1.38%) Automic
12 111 (1.23%) logstash
13 68 (0.75%) Argo
14 67 (0.74%) Nagios
15 57 (0.63%) ZABBIX
16 56 (0.62%) Opsgenie
17 53 (0.59%) Microsoft Intune
18 49 (0.54%) Docker Swarm
18 49 (0.54%) Oozie
Vendors
1 1,089 (12.04%) Microsoft
2 872 (9.64%) Google
3 460 (5.09%) Splunk
4 263 (2.91%) VMware
5 218 (2.41%) Oracle
6 182 (2.01%) Red Hat
7 175 (1.94%) Xamarin
8 166 (1.84%) New Relic
9 140 (1.55%) Databricks
10 129 (1.43%) AppDynamics
11 123 (1.36%) ServiceNow
12 122 (1.35%) Samsung
13 117 (1.29%) Cisco
14 110 (1.22%) Facebook
15 77 (0.85%) Dell
16 74 (0.82%) Cloudera
17 72 (0.80%) Revolut
18 71 (0.79%) TrueLayer
19 67 (0.74%) SaltStack
20 66 (0.73%) PagerDuty