Period
to 26 September 2020

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 26 September 2020 with a comparison to the same period in the previous 2 years.

Terraform
UK > England
6 months to
26 Sep 2020
Same period 2019 Same period 2018
Rank 51 126 237
Rank change year-on-year +75 +111 +221
Permanent jobs citing Terraform 2,133 3,467 2,338
As % of all permanent jobs advertised in England 4.81% 2.67% 1.50%
As % of the Systems Management category 28.79% 20.30% 14.27%
Number of salaries quoted 2,041 2,877 2,007
Median annual salary £65,000 £72,500 £65,000
Median salary % change year-on-year -10.34% +11.54% -
10th Percentile £42,500 £44,290 £43,750
90th Percentile £95,000 £100,000 £95,000
UK median annual salary £65,000 £70,000 £65,000
% change year-on-year -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 England with a requirement for systems management skills.

All Systems Management Skills
England
Permanent vacancies with a requirement for systems management skills 7,408 17,075 16,383
As % of all permanent IT jobs advertised in England 16.71% 13.17% 10.49%
Number of salaries quoted 6,068 12,948 13,161
Median annual salary £62,500 £60,000 £55,000
Median salary % change year-on-year +4.17% +9.09% +4.76%
10th Percentile £37,500 £32,500 £32,500
90th Percentile £95,000 £91,250 £85,000
UK median annual salary £62,500 £57,500 £55,000
% change year-on-year +8.70% +4.55% +4.76%

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 26 September 2020.

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 26 September 2020. 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
London +38 1,268 £72,500 -6.45% 270
North of England +118 309 £55,000 -8.33% 101
South East +90 240 £62,500 -3.85% 78
Yorkshire +125 150 £55,000 - 28
South West +165 140 £60,000 - 36
North West +75 129 £55,000 -15.38% 67
Midlands +101 105 £60,000 +5.64% 45
West Midlands +89 93 £60,000 +5.64% 37
East of England +125 58 £52,500 -4.55% 25
North East +16 30 £47,500 +13.10% 6
East Midlands +71 12 £50,000 -23.08% 8
Terraform
UK

For the 6 months to 26 September 2020, 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 1,559 (73.09%) DevOps
2 1,390 (65.17%) AWS
3 1,076 (50.45%) Kubernetes
4 1,061 (49.74%) Docker
5 964 (45.19%) Python
6 920 (43.13%) Ansible
7 867 (40.65%) Azure
8 820 (38.44%) Agile Software Development
9 775 (36.33%) Linux
10 700 (32.82%) Jenkins
11 618 (28.97%) Infrastructure as Code
12 540 (25.32%) Java
13 528 (24.75%) Puppet
14 449 (21.05%) GCP
15 389 (18.24%) Git (software)
16 379 (17.77%) Microservices
17 359 (16.83%) JavaScript
18 349 (16.36%) Finance
19 342 (16.03%) Configuration Management
20 322 (15.10%) Opscode Chef
21 313 (14.67%) Bash Shell
21 313 (14.67%) Continuous Integration
22 304 (14.25%) PowerShell
23 297 (13.92%) AWS CloudFormation
24 296 (13.88%) Go
25 291 (13.64%) Windows
26 288 (13.50%) Serverless
27 283 (13.27%) SQL
28 261 (12.24%) Ruby
29 236 (11.06%) Microsoft

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
1 119 (5.58%) Elasticsearch
2 91 (4.27%) Apache
3 78 (3.66%) Apache Spark
4 65 (3.05%) Confluence
5 47 (2.20%) Cloud Foundry
6 39 (1.83%) IIS
7 35 (1.64%) OpenStack
8 25 (1.17%) nginx
9 13 (0.61%) Apache Airflow
10 11 (0.52%) JBoss
10 11 (0.52%) Tomcat
11 10 (0.47%) SAS
12 8 (0.38%) SharePoint
12 8 (0.38%) WebSphere
13 7 (0.33%) MS Exchange
14 6 (0.28%) CloudStack
15 4 (0.19%) CMS
15 4 (0.19%) Ethereum
15 4 (0.19%) WebLogic
16 3 (0.14%) Luigi
Applications
1 1 (0.047%) Adobe Premiere
1 1 (0.047%) Chatbot
1 1 (0.047%) Mingle
Business Applications
1 19 (0.89%) R3 Corda
2 17 (0.80%) Distributed Ledger
3 5 (0.23%) Oracle Applications
3 5 (0.23%) Oracle BPM
4 4 (0.19%) Dynamics CRM
5 2 (0.094%) Payment Gateway
5 2 (0.094%) SAP Hybris
5 2 (0.094%) Sparx Enterprise Architect
6 1 (0.047%) FLEXCUBE
6 1 (0.047%) Magento
6 1 (0.047%) OpenCart
6 1 (0.047%) Oracle EBS
6 1 (0.047%) Sentinel
Cloud Services
1 1,390 (65.17%) AWS
2 867 (40.65%) Azure
3 449 (21.05%) GCP
4 297 (13.92%) AWS CloudFormation
5 288 (13.50%) Serverless
6 192 (9.00%) SaaS
7 190 (8.91%) GitHub
8 179 (8.39%) AWS Lambda
9 178 (8.35%) IaaS
10 172 (8.06%) PaaS
11 114 (5.34%) Amazon EC2
12 102 (4.78%) Amazon ECS
13 94 (4.41%) Amazon S3
14 77 (3.61%) OpenShift
15 75 (3.52%) Amazon CloudWatch
16 72 (3.38%) Amazon EKS
17 69 (3.23%) Datadog
18 54 (2.53%) Cloud Computing
19 51 (2.39%) Virtual Private Cloud
20 48 (2.25%) Route 53
Communications & Networking
1 106 (4.97%) Firewall
2 96 (4.50%) DNS
3 62 (2.91%) TCP/IP
4 54 (2.53%) Internet
5 52 (2.44%) VPN
6 42 (1.97%) Network Security
7 28 (1.31%) HTTP
8 23 (1.08%) SAN
9 19 (0.89%) HTTPS
10 16 (0.75%) SMTP
11 14 (0.66%) SSH
12 13 (0.61%) WAN
13 12 (0.56%) SSL
14 11 (0.52%) DSL
14 11 (0.52%) Kerberos
15 10 (0.47%) AMQP
15 10 (0.47%) FTP
15 10 (0.47%) LAN
16 9 (0.42%) IPv4
16 9 (0.42%) WLAN
Database & Business Intelligence
1 165 (7.74%) NoSQL
2 133 (6.24%) PostgreSQL
3 106 (4.97%) SQL Server
4 94 (4.41%) MySQL
5 93 (4.36%) Big Data
6 88 (4.13%) MongoDB
7 66 (3.09%) Amazon RDS
8 56 (2.63%) Amazon DynamoDB
9 48 (2.25%) Apache Cassandra
10 44 (2.06%) Redis
11 41 (1.92%) Hadoop
12 37 (1.73%) Relational Database
13 33 (1.55%) Cosmos DB
14 26 (1.22%) Azure SQL Database
14 26 (1.22%) BigQuery
15 24 (1.13%) Blockchain
16 22 (1.03%) Amazon Redshift
17 18 (0.84%) Amazon Athena
17 18 (0.84%) Data Warehouse
18 17 (0.80%) Data Lake
Development Applications
1 700 (32.82%) Jenkins
2 389 (18.24%) Git (software)
3 200 (9.38%) GitLab
4 150 (7.03%) JIRA
5 114 (5.34%) TeamCity
6 110 (5.16%) Atlassian Bamboo
7 99 (4.64%) Bitbucket
8 87 (4.08%) Octopus Deploy
9 60 (2.81%) Maven
9 60 (2.81%) Sonatype Nexus
10 52 (2.44%) Artifactory
10 52 (2.44%) CircleCI
11 48 (2.25%) Gradle
12 44 (2.06%) Selenium
13 42 (1.97%) IntelliJ
14 37 (1.73%) Cucumber
14 37 (1.73%) Vagrant
15 28 (1.31%) Locust
16 26 (1.22%) GoCD
17 25 (1.17%) eggPlant
General
1 349 (16.36%) Finance
2 122 (5.72%) Public Sector
3 87 (4.08%) Banking
4 73 (3.42%) Law
4 73 (3.42%) Retail
5 58 (2.72%) Games
6 38 (1.78%) Telecoms
7 35 (1.64%) Publishing
8 26 (1.22%) Marketing
9 16 (0.75%) Advertising
9 16 (0.75%) Legal
10 14 (0.66%) Manufacturing
11 12 (0.56%) Electronics
12 7 (0.33%) Back Office
12 7 (0.33%) Front Office
12 7 (0.33%) Pharmaceutical
13 6 (0.28%) Aerospace
14 4 (0.19%) Automotive
14 4 (0.19%) Financial Institution
15 3 (0.14%) Billing
Job Titles
1 956 (44.82%) DevOps Engineer
2 341 (15.99%) AWS Engineer
3 301 (14.11%) Developer
4 256 (12.00%) AWS DevOps
5 235 (11.02%) AWS DevOps Engineer
6 219 (10.27%) Senior DevOps
7 213 (9.99%) Senior DevOps Engineer
8 199 (9.33%) Cloud Engineer
9 169 (7.92%) Azure Engineer
10 152 (7.13%) Platform Engineer
11 125 (5.86%) Site Reliability Engineer
12 113 (5.30%) Kubernetes Engineer
13 110 (5.16%) Azure DevOps Engineer
14 103 (4.83%) Infrastructure Engineer
15 91 (4.27%) Site Engineer
16 90 (4.22%) Architect
17 85 (3.98%) Senior Developer
18 80 (3.75%) Java Developer
19 79 (3.70%) Lead DevOps
19 79 (3.70%) Python Engineer
Libraries, Frameworks & Software Standards
1 217 (10.17%) Node.js
2 163 (7.64%) React
3 135 (6.33%) .NET
4 129 (6.05%) Kafka
5 126 (5.91%) Web Services
6 103 (4.83%) Elastic Stack
7 97 (4.55%) Spring
8 94 (4.41%) Spring Boot
9 90 (4.22%) AngularJS
10 83 (3.89%) REST
11 64 (3.00%) RabbitMQ
12 58 (2.72%) .NET Core
13 56 (2.63%) YAML
14 45 (2.11%) React Native
15 44 (2.06%) CSS
16 42 (1.97%) OAuth
17 39 (1.83%) HTML
18 36 (1.69%) GraphQL
19 33 (1.55%) Spring Integration
20 31 (1.45%) Ionic Framework
Miscellaneous
1 172 (8.06%) Public Cloud
2 166 (7.78%) Cloud Native
3 90 (4.22%) Greenfield Project
4 63 (2.95%) Data Centre
5 55 (2.58%) Private Cloud
6 46 (2.16%) Analytical Skills
7 44 (2.06%) Mobile App
8 30 (1.41%) Self-Motivation
9 28 (1.31%) Linux Command Line
9 28 (1.31%) Virtual Team
10 27 (1.27%) Hybrid Cloud
11 24 (1.13%) PKI
12 22 (1.03%) Social Network
13 20 (0.94%) Algorithms
14 18 (0.84%) Replication
15 16 (0.75%) Enterprise Software
16 15 (0.70%) Management Information System
17 14 (0.66%) Data Structures
17 14 (0.66%) Enterprise Cloud
18 13 (0.61%) Distributed Denial-of-Service
Operating Systems
1 775 (36.33%) Linux
2 291 (13.64%) Windows
3 113 (5.30%) Red Hat Enterprise Linux
4 108 (5.06%) CentOS
5 107 (5.02%) Windows Server
6 88 (4.13%) Unix
7 40 (1.88%) Ubuntu
8 16 (0.75%) CoreOS
9 14 (0.66%) Windows Server 2012
10 12 (0.56%) VMS
11 11 (0.52%) Debian
12 10 (0.47%) Android
13 5 (0.23%) Windows 7
13 5 (0.23%) Windows Server 2016
13 5 (0.23%) zOS
14 4 (0.19%) Mesosphere
15 3 (0.14%) Windows Server 2008
16 2 (0.094%) Apple iOS
16 2 (0.094%) Mac OS
16 2 (0.094%) Mac OS X
Processes & Methodologies
1 1,559 (73.09%) DevOps
2 820 (38.44%) Agile Software Development
3 618 (28.97%) Infrastructure as Code
4 379 (17.77%) Microservices
5 342 (16.03%) Configuration Management
6 313 (14.67%) Continuous Integration
7 235 (11.02%) Site Reliability Engineering
8 231 (10.83%) Scrum
9 229 (10.74%) Software Engineering
10 207 (9.70%) TDD
11 192 (9.00%) Migration
12 182 (8.53%) Fintech
13 177 (8.30%) Deployment Automation
14 170 (7.97%) Test Automation
15 169 (7.92%) Infrastructure Automation
16 152 (7.13%) Open Source
17 150 (7.03%) Continuous Delivery
18 136 (6.38%) Infrastructure Engineering
19 122 (5.72%) Mentoring
20 114 (5.34%) Machine Learning
Programming Languages
1 964 (45.19%) Python
2 540 (25.32%) Java
3 359 (16.83%) JavaScript
4 313 (14.67%) Bash Shell
5 304 (14.25%) PowerShell
6 296 (13.88%) Go
7 283 (13.27%) SQL
8 261 (12.24%) Ruby
9 178 (8.35%) C#
10 114 (5.34%) Scala
11 105 (4.92%) Kotlin
12 91 (4.27%) TypeScript
13 76 (3.56%) PHP
14 75 (3.52%) Groovy
15 51 (2.39%) Shell Script
16 45 (2.11%) C++
16 45 (2.11%) Clojure
17 36 (1.69%) Elixir
18 33 (1.55%) C
19 30 (1.41%) Java 8
Qualifications
1 181 (8.49%) Security Cleared
2 136 (6.38%) Degree
3 135 (6.33%) SC Cleared
4 130 (6.09%) AWS Certification
5 32 (1.50%) Computer Science Degree
6 31 (1.45%) Cisco Certification
7 29 (1.36%) Microsoft Certification
8 28 (1.31%) DV Cleared
9 21 (0.98%) CCNA
9 21 (0.98%) MCSE
10 20 (0.94%) VMware Certified Professional (VCP)
11 18 (0.84%) MCSA
11 18 (0.84%) RHCE
12 16 (0.75%) CISSP
13 9 (0.42%) CCNP
14 8 (0.38%) Master's Degree
15 6 (0.28%) PhD
16 5 (0.23%) ITIL Certification
16 5 (0.23%) OCP
16 5 (0.23%) Oracle Certification
Quality Assurance & Compliance
1 42 (1.97%) ISO/IEC 27001
2 35 (1.64%) NIST
3 28 (1.31%) SLA
4 19 (0.89%) NIST 800
5 17 (0.80%) QA
6 14 (0.66%) NCSC
7 10 (0.47%) GDPR
8 6 (0.28%) PCI DSS
9 5 (0.23%) ISO 9001
10 2 (0.094%) ISO 22301
11 1 (0.047%) Data Quality
11 1 (0.047%) PMO
11 1 (0.047%) Sarbanes-Oxley
System Software
1 1,061 (49.74%) Docker
2 113 (5.30%) VMware Infrastructure
3 104 (4.88%) Active Directory
4 62 (2.91%) vSphere
5 41 (1.92%) Hyper-V
6 13 (0.61%) Virtual Machines
6 13 (0.61%) VirtualBox
6 13 (0.61%) Xen
7 12 (0.56%) GlusterFS
8 7 (0.33%) KVM
9 6 (0.28%) Ceph
9 6 (0.28%) Gluster
9 6 (0.28%) HDFS
9 6 (0.28%) Samba
9 6 (0.28%) Virtual Servers
9 6 (0.28%) VMware ESXi
9 6 (0.28%) XenApp
9 6 (0.28%) XenDesktop
10 5 (0.23%) DFS Replication
10 5 (0.23%) VMware NSX
Systems Management
1 1,076 (50.45%) Kubernetes
2 920 (43.13%) Ansible
3 528 (24.75%) Puppet
4 322 (15.10%) Opscode Chef
5 153 (7.17%) Grafana
6 97 (4.55%) Prometheus
7 62 (2.91%) Packer
8 51 (2.39%) Graphite
9 38 (1.78%) Docker Swarm
10 32 (1.50%) ZABBIX
11 31 (1.45%) Istio
12 27 (1.27%) Consul
12 27 (1.27%) Nagios
13 22 (1.03%) Kibana
14 19 (0.89%) Mesos
15 18 (0.84%) Salt
16 13 (0.61%) vRealize
17 12 (0.56%) Marathon
18 11 (0.52%) logstash
18 11 (0.52%) Rancher
Vendors
1 236 (11.06%) Microsoft
2 218 (10.22%) Google
3 147 (6.89%) VMware
4 91 (4.27%) Splunk
5 88 (4.13%) Oracle
6 77 (3.61%) Red Hat
7 49 (2.30%) ServiceNow
8 45 (2.11%) Cisco
9 40 (1.88%) Atlassian
10 34 (1.59%) New Relic
11 29 (1.36%) Cloudera
12 27 (1.27%) Dell
13 24 (1.13%) Hitachi
14 21 (0.98%) EMC
14 21 (0.98%) SaltStack
15 19 (0.89%) CheckPoint
16 17 (0.80%) Veracode
17 16 (0.75%) Dynatrace
18 15 (0.70%) Salesforce.com
18 15 (0.70%) SAP