Period
to 20 January 2022

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 20 January 2022 with a comparison to the same period in the previous 2 years.

Terraform
UK > England
6 months to
20 Jan 2022
Same period 2021 Same period 2020
Rank 48 42 121
Rank change year-on-year -6 +79 +93
Permanent jobs citing Terraform 6,529 3,309 3,218
As % of all permanent jobs advertised in England 5.87% 5.83% 2.77%
As % of the Systems Management category 35.48% 34.53% 21.23%
Number of salaries quoted 4,552 2,788 2,453
10th Percentile £48,750 £42,500 £45,000
25th Percentile £57,500 £52,500 £56,250
Median annual salary (50th Percentile) £75,000 £65,000 £72,500
Median % change year-on-year +15.38% -10.34% +7.41%
75th Percentile £95,000 £82,500 £87,500
90th Percentile £115,000 £95,000 £100,000
UK median annual salary £75,000 £65,000 £70,000
% change year-on-year +15.38% -7.14% +6.06%

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 18,400 9,582 15,158
As % of all permanent IT jobs advertised in England 16.56% 16.88% 13.07%
Number of salaries quoted 12,132 8,011 11,795
10th Percentile £37,500 £37,500 £32,500
25th Percentile £50,000 £46,250 £42,750
Median annual salary (50th Percentile) £70,000 £62,500 £60,000
Median % change year-on-year +12.00% +4.17% +4.35%
75th Percentile £88,750 £78,938 £80,000
90th Percentile £106,250 £94,000 £95,000
UK median annual salary £70,000 £62,500 £60,000
% change year-on-year +12.00% +4.17% +4.35%

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 20 January 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 20 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 -8 3,789 £85,000 +13.33% 612
North of England -1 1,032 £62,500 +6.38% 160
South East -5 643 £67,500 +12.50% 102
North West +10 544 £67,350 +15.13% 89
Midlands -2 428 £67,500 +8.00% 84
Yorkshire -11 421 £60,000 - 51
South West +2 313 £65,000 +23.81% 45
West Midlands -22 300 £67,500 +3.85% 63
East of England -40 179 £65,000 +8.33% 61
East Midlands +29 128 £62,500 +19.05% 19
North East -3 67 £62,500 +13.64% 20
South Coast - 3 - -
Terraform
UK

For the 6 months to 20 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 England region with a requirement for Terraform.

1 4,515 (69.15%) DevOps
2 4,487 (68.72%) AWS
3 3,619 (55.43%) Kubernetes
4 3,351 (51.32%) Docker
5 3,144 (48.15%) CI/CD
6 3,050 (46.71%) Azure
7 2,797 (42.84%) Python
8 2,538 (38.87%) Agile Software Development
9 2,486 (38.08%) Infrastructure as Code
10 2,092 (32.04%) Ansible
11 1,791 (27.43%) Jenkins
12 1,789 (27.40%) GCP
13 1,787 (27.37%) Linux
14 1,642 (25.15%) Java
15 1,552 (23.77%) Software Engineering
16 1,358 (20.80%) Finance
17 1,304 (19.97%) JavaScript
18 1,236 (18.93%) AWS CloudFormation
19 1,160 (17.77%) React
20 1,156 (17.71%) Serverless
21 1,090 (16.69%) PowerShell
22 1,052 (16.11%) Social Skills
23 1,048 (16.05%) Microservices
24 1,010 (15.47%) Bash
25 987 (15.12%) Git (software)
26 981 (15.03%) Puppet
27 972 (14.89%) SQL
28 926 (14.18%) Go
29 886 (13.57%) Configuration Management
30 839 (12.85%) Windows

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
1 174 (2.67%) Elasticsearch
2 173 (2.65%) Apache
3 167 (2.56%) Apache Spark
4 146 (2.24%) Apache Airflow
5 125 (1.91%) nginx
6 117 (1.79%) Confluence
7 85 (1.30%) IIS
8 61 (0.93%) OpenStack
9 44 (0.67%) SharePoint
10 30 (0.46%) Tomcat
11 28 (0.43%) Cloud Foundry
12 27 (0.41%) Apache Solr
12 27 (0.41%) JBoss
13 19 (0.29%) Ethereum
14 15 (0.23%) Jetty
14 15 (0.23%) Traefik
15 12 (0.18%) Camunda
15 12 (0.18%) CMS
15 12 (0.18%) Luigi
16 11 (0.17%) WebSphere
Applications
1 25 (0.38%) Microsoft Office
2 10 (0.15%) Microsoft Excel
3 6 (0.092%) Microsoft PowerPoint
4 4 (0.061%) InVision
4 4 (0.061%) Sketch
5 2 (0.031%) Weka
Business Applications
1 18 (0.28%) Distributed Ledger
2 13 (0.20%) Dynamics CRM
3 11 (0.17%) Summit
4 7 (0.11%) Sentinel
5 6 (0.092%) R3 Corda
6 4 (0.061%) Oracle BPM
6 4 (0.061%) Shopify
7 3 (0.046%) Magento
8 2 (0.031%) Payment Gateway
8 2 (0.031%) Sparx Enterprise Architect
9 1 (0.015%) SAP S/4HANA
Cloud Services
1 4,487 (68.72%) AWS
2 3,050 (46.71%) Azure
3 1,789 (27.40%) GCP
4 1,236 (18.93%) AWS CloudFormation
5 1,156 (17.71%) Serverless
6 723 (11.07%) AWS Lambda
7 560 (8.58%) GitHub
8 527 (8.07%) SaaS
9 484 (7.41%) PaaS
10 464 (7.11%) Amazon S3
11 391 (5.99%) Amazon ECS
12 373 (5.71%) IaaS
13 372 (5.70%) Amazon EC2
14 303 (4.64%) Amazon EKS
15 302 (4.63%) Amazon SQS
16 283 (4.33%) Amazon CloudWatch
17 201 (3.08%) Azure Monitor
18 192 (2.94%) OpenShift
19 187 (2.86%) Virtual Private Cloud
20 178 (2.73%) Cloud Computing
Communications & Networking
1 273 (4.18%) Firewall
2 238 (3.65%) DNS
3 208 (3.19%) VPN
4 155 (2.37%) TCP/IP
5 144 (2.21%) Network Security
6 110 (1.68%) HTTP
7 102 (1.56%) WAN
8 80 (1.23%) DHCP
9 76 (1.16%) LAN
10 61 (0.93%) BGP
11 51 (0.78%) Internet
12 35 (0.54%) Broadband
12 35 (0.54%) Cisco IPT
13 31 (0.47%) OSPF
14 30 (0.46%) IPv6
15 29 (0.44%) Remote Desktop
15 29 (0.44%) SSL
16 24 (0.37%) SMTP
16 24 (0.37%) VLAN
16 24 (0.37%) Wi-Fi
Database & Business Intelligence
1 500 (7.66%) PostgreSQL
2 414 (6.34%) Amazon DynamoDB
3 409 (6.26%) NoSQL
4 403 (6.17%) MySQL
5 362 (5.54%) Amazon RDS
6 294 (4.50%) Big Data
7 276 (4.23%) SQL Server
8 260 (3.98%) Redis
9 251 (3.84%) Relational Database
10 221 (3.38%) MongoDB
11 174 (2.67%) Amazon Redshift
12 144 (2.21%) Azure SQL Database
13 137 (2.10%) RDBMS
14 107 (1.64%) Amazon Athena
15 104 (1.59%) Blockchain
16 103 (1.58%) Hadoop
17 101 (1.55%) Data Lake
18 100 (1.53%) MariaDB
19 93 (1.42%) BigQuery
20 87 (1.33%) Amazon Aurora
Development Applications
1 1,791 (27.43%) Jenkins
2 987 (15.12%) Git (software)
3 575 (8.81%) GitLab
4 390 (5.97%) TeamCity
5 286 (4.38%) JIRA
6 279 (4.27%) Octopus Deploy
7 190 (2.91%) Atlassian Bamboo
8 187 (2.86%) CircleCI
9 179 (2.74%) Bitbucket
10 154 (2.36%) Maven
11 136 (2.08%) Gradle
12 129 (1.98%) Selenium
13 122 (1.87%) Artifactory
14 94 (1.44%) Team Foundation Server
15 80 (1.23%) webpack
16 79 (1.21%) Sonatype Nexus
17 77 (1.18%) Cypress.io
17 77 (1.18%) JUnit
18 76 (1.16%) Subversion
19 72 (1.10%) SonarQube
General
1 1,358 (20.80%) Finance
2 1,052 (16.11%) Social Skills
3 340 (5.21%) Retail
4 290 (4.44%) Banking
5 264 (4.04%) Inclusion and Diversity
6 245 (3.75%) Front Office
7 230 (3.52%) Analytical Skills
8 170 (2.60%) Games
9 155 (2.37%) Law
10 140 (2.14%) Marketing
11 128 (1.96%) Public Sector
12 87 (1.33%) Organisational Skills
13 77 (1.18%) Legal
14 72 (1.10%) Telecoms
15 69 (1.06%) Advertising
16 67 (1.03%) Presentation Skills
17 59 (0.90%) Manufacturing
18 57 (0.87%) Publishing
19 51 (0.78%) Financial Institution
20 48 (0.74%) Automotive
Job Titles
1 2,221 (34.02%) DevOps Engineer
2 976 (14.95%) Developer
3 906 (13.88%) Software Engineer
4 769 (11.78%) AWS Engineer
5 709 (10.86%) Cloud Engineer
6 490 (7.50%) Senior DevOps
7 453 (6.94%) Senior DevOps Engineer
8 413 (6.33%) AWS DevOps
9 411 (6.29%) Azure Engineer
10 374 (5.73%) AWS DevOps Engineer
11 364 (5.58%) Architect
12 353 (5.41%) Platform Engineer
13 314 (4.81%) Site Reliability Engineer
14 281 (4.30%) Java Developer
15 276 (4.23%) Senior Software Engineer
16 259 (3.97%) Azure DevOps Engineer
17 239 (3.66%) Site Engineer
18 226 (3.46%) Developer/Software Engineer
19 218 (3.34%) Senior Developer
20 192 (2.94%) Lead DevOps
Libraries, Frameworks & Software Standards
1 1,160 (17.77%) React
2 774 (11.85%) Node.js
3 536 (8.21%) .NET
4 520 (7.96%) Kafka
5 420 (6.43%) Spring
6 418 (6.40%) AngularJS
7 322 (4.93%) Vue.js
8 317 (4.86%) REST
9 307 (4.70%) Spring Boot
10 258 (3.95%) ARM Templates
11 233 (3.57%) RESTful
12 226 (3.46%) CSS
13 218 (3.34%) .NET Core
14 211 (3.23%) RabbitMQ
15 210 (3.22%) GraphQL
16 192 (2.94%) HTML
17 178 (2.73%) Elastic Stack
18 163 (2.50%) Web Services
19 148 (2.27%) JSON
20 147 (2.25%) OAuth
Miscellaneous
1 419 (6.42%) Public Cloud
2 412 (6.31%) Cloud Native
3 365 (5.59%) Greenfield Project
4 355 (5.44%) User Experience
5 152 (2.33%) Hedge funds
6 147 (2.25%) Data Centre
7 141 (2.16%) Enterprise Cloud
8 140 (2.14%) Fixed Income
9 135 (2.07%) Foreign Exchange (FX)
10 127 (1.95%) Mobile App
11 125 (1.91%) Self-Motivation
12 124 (1.90%) Algorithms
13 123 (1.88%) Equities
14 110 (1.68%) Blog
15 106 (1.62%) Virtual Team
16 103 (1.58%) Derivative
17 95 (1.46%) Hybrid Cloud
18 89 (1.36%) Private Cloud
19 88 (1.35%) Linux Command Line
20 76 (1.16%) Credit Derivative
Operating Systems
1 1,787 (27.37%) Linux
2 839 (12.85%) Windows
3 292 (4.47%) Unix
4 275 (4.21%) Windows Server
5 120 (1.84%) Red Hat Enterprise Linux
6 106 (1.62%) CentOS
7 99 (1.52%) Apple iOS
8 97 (1.49%) Android
9 94 (1.44%) Windows Server 2012
10 89 (1.36%) Windows Server 2016
11 81 (1.24%) Windows 10
12 75 (1.15%) Ubuntu
13 54 (0.83%) Mac OS X
14 48 (0.74%) Windows Server 2019
15 39 (0.60%) VMS
16 28 (0.43%) Mesosphere
17 23 (0.35%) Debian
18 13 (0.20%) Solaris
19 8 (0.12%) CoreOS
19 8 (0.12%) Mac OS
Processes & Methodologies
1 4,515 (69.15%) DevOps
2 3,144 (48.15%) CI/CD
3 2,538 (38.87%) Agile Software Development
4 2,486 (38.08%) Infrastructure as Code
5 1,552 (23.77%) Software Engineering
6 1,048 (16.05%) Microservices
7 886 (13.57%) Configuration Management
8 788 (12.07%) Problem-Solving
9 781 (11.96%) Full Stack Development
10 740 (11.33%) Continuous Integration
11 713 (10.92%) Site Reliability Engineering
12 686 (10.51%) Scrum
13 655 (10.03%) TDD
14 588 (9.01%) Test Automation
15 568 (8.70%) Analytics
16 566 (8.67%) Mentoring
17 531 (8.13%) Open Source
18 466 (7.14%) Fintech
19 460 (7.05%) Deployment Automation
20 419 (6.42%) Migration
Programming Languages
1 2,797 (42.84%) Python
2 1,642 (25.15%) Java
3 1,304 (19.97%) JavaScript
4 1,090 (16.69%) PowerShell
5 1,010 (15.47%) Bash
6 972 (14.89%) SQL
7 926 (14.18%) Go
8 782 (11.98%) TypeScript
9 775 (11.87%) C#
10 499 (7.64%) Ruby
11 387 (5.93%) Scala
12 332 (5.09%) Kotlin
13 220 (3.37%) C++
14 193 (2.96%) PHP
15 184 (2.82%) Groovy
16 152 (2.33%) Java 8
17 114 (1.75%) Perl
18 102 (1.56%) C
19 96 (1.47%) Shell Script
20 76 (1.16%) Rust
Qualifications
1 460 (7.05%) Degree
2 366 (5.61%) Security Cleared
3 323 (4.95%) SC Cleared
4 285 (4.37%) AWS Certification
5 240 (3.68%) Computer Science Degree
6 111 (1.70%) Cisco Certification
7 59 (0.90%) Microsoft Certification
8 55 (0.84%) (ISC)2 CCSP
9 50 (0.77%) DV Cleared
10 38 (0.58%) CISSP
11 37 (0.57%) Master's Degree
12 36 (0.55%) RHCE
13 31 (0.47%) CCNA
13 31 (0.47%) CCNP
14 22 (0.34%) DBS Check
15 19 (0.29%) CESG Certified Professional
16 16 (0.25%) MCSA
17 15 (0.23%) VMware Certified Professional (VCP)
18 11 (0.17%) PhD
19 10 (0.15%) MCSE
Quality Assurance & Compliance
1 395 (6.05%) QA
2 54 (0.83%) SLA
3 43 (0.66%) ISO/IEC 27001
4 28 (0.43%) GDPR
5 24 (0.37%) NIST
6 20 (0.31%) GxP
7 19 (0.29%) IASME
7 19 (0.29%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 17 (0.26%) Accessibility
8 17 (0.26%) Data Quality
9 15 (0.23%) PCI DSS
10 12 (0.18%) HIPAA
11 8 (0.12%) NCSC
11 8 (0.12%) PSD2
11 8 (0.12%) Sarbanes-Oxley
12 5 (0.077%) WCAG
13 4 (0.061%) ISO 13485
14 2 (0.031%) DICOM
14 2 (0.031%) SOC 2
15 1 (0.015%) WAI
System Software
1 3,351 (51.32%) Docker
2 241 (3.69%) Active Directory
3 189 (2.89%) VMware Infrastructure
4 128 (1.96%) Virtual Machines
5 115 (1.76%) Hyper-V
6 34 (0.52%) Virtual Servers
7 28 (0.43%) KVM
8 27 (0.41%) vSphere
9 22 (0.34%) Varnish
10 17 (0.26%) Virtual Desktop
11 15 (0.23%) VMware ESXi
11 15 (0.23%) XenApp
12 13 (0.20%) VirtualBox
13 12 (0.18%) Firmware
14 11 (0.17%) Microsoft App-V
15 10 (0.15%) NFS
15 10 (0.15%) VMware NSX
16 9 (0.14%) Apache ZooKeeper
17 8 (0.12%) Citrix Hypervisor
17 8 (0.12%) Xen
Systems Management
1 3,619 (55.43%) Kubernetes
2 2,092 (32.04%) Ansible
3 981 (15.03%) Puppet
4 794 (12.16%) Opscode Chef
5 394 (6.03%) Prometheus
6 374 (5.73%) Grafana
7 161 (2.47%) Packer
8 121 (1.85%) Consul
9 89 (1.36%) Istio
10 75 (1.15%) Kibana
11 56 (0.86%) Nagios
12 50 (0.77%) Docker Swarm
12 50 (0.77%) logstash
13 44 (0.67%) Rancher
14 41 (0.63%) Salt
15 40 (0.61%) ZABBIX
16 34 (0.52%) SCCM
17 33 (0.51%) Graphite
17 33 (0.51%) HAProxy
18 27 (0.41%) Automic
Vendors
1 653 (10.00%) Google
2 598 (9.16%) Microsoft
3 246 (3.77%) VMware
4 173 (2.65%) Oracle
5 128 (1.96%) Splunk
6 124 (1.90%) Red Hat
7 121 (1.85%) SaltStack
8 119 (1.82%) Cisco
9 116 (1.78%) New Relic
10 102 (1.56%) Databricks
11 54 (0.83%) ServiceNow
12 50 (0.77%) Fortinet
13 49 (0.75%) Atlassian
13 49 (0.75%) Juniper
14 48 (0.74%) Palo Alto
15 46 (0.70%) Dynatrace
16 39 (0.60%) Cloudera
17 38 (0.58%) Citrix
17 38 (0.58%) LexisNexis
17 38 (0.58%) Meraki