Period
to 9 July 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 9 July 2020 with a comparison to the same period in the previous 2 years.

Terraform
UK > England
6 months to
9 Jul 2020
Same period 2019 Same period 2018
Rank 84 151 255
Rank change year-on-year +67 +104 +297
Permanent jobs citing Terraform 2,646 3,255 2,242
As % of all permanent jobs advertised in England 3.69% 2.39% 1.35%
As % of the Systems Management category 25.29% 18.59% 13.29%
Number of salaries quoted 2,386 2,803 1,955
Median annual salary £70,000 £70,000 £65,000
Median salary % change year-on-year - +7.69% -
10th Percentile £43,750 £43,875 £43,750
90th Percentile £97,500 £100,000 £95,000
UK median annual salary £70,000 £70,000 £65,000
% change year-on-year - +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 10,464 17,506 16,872
As % of all permanent IT jobs advertised in England 14.58% 12.86% 10.16%
Number of salaries quoted 8,391 13,444 13,465
Median annual salary £62,500 £60,000 £55,000
Median salary % change year-on-year +4.17% +9.09% +4.76%
10th Percentile £36,250 £32,500 £32,000
90th Percentile £95,000 £90,000 £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 9 July 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 9 July 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 +39 1,690 £77,500 +3.33% 177
North of England +117 405 £52,500 -4.55% 80
South East +53 258 £70,000 +7.69% 33
North West +93 196 £57,500 -8.00% 33
Yorkshire +125 177 £50,000 -6.37% 36
South West +109 128 £60,000 -3.23% 27
Midlands +48 97 £60,000 +9.09% 40
West Midlands +55 73 £60,000 +11.63% 31
East of England +65 67 £55,000 - 23
North East +16 32 £46,250 +8.82% 11
East Midlands +56 24 £57,500 -8.00% 9
Terraform
UK

For the 6 months to 9 July 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 1,869 (70.63%) DevOps
2 1,736 (65.61%) AWS
3 1,431 (54.08%) Docker
4 1,373 (51.89%) Kubernetes
5 1,285 (48.56%) Ansible
6 1,282 (48.45%) Python
7 995 (37.60%) Azure
8 985 (37.23%) Agile Software Development
9 889 (33.60%) Linux
10 811 (30.65%) Jenkins
11 783 (29.59%) Infrastructure as Code
12 643 (24.30%) Puppet
13 625 (23.62%) Java
14 612 (23.13%) GCP
15 485 (18.33%) Configuration Management
16 484 (18.29%) Bash Shell
17 475 (17.95%) Finance
18 444 (16.78%) PowerShell
19 440 (16.63%) Opscode Chef
20 431 (16.29%) Git (software)
21 429 (16.21%) Continuous Integration
22 410 (15.50%) JavaScript
23 390 (14.74%) Serverless
24 387 (14.63%) AWS CloudFormation
25 355 (13.42%) Microservices
26 343 (12.96%) Windows
27 321 (12.13%) Go
28 316 (11.94%) Software Engineering
29 309 (11.68%) Google
30 307 (11.60%) SQL

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
1 108 (4.08%) Elasticsearch
2 90 (3.40%) Confluence
3 79 (2.99%) Apache Spark
4 67 (2.53%) Apache
5 51 (1.93%) OpenStack
6 42 (1.59%) Cloud Foundry
7 35 (1.32%) IIS
8 33 (1.25%) Tomcat
9 27 (1.02%) Apache Airflow
10 22 (0.83%) nginx
11 13 (0.49%) WebSphere
12 11 (0.42%) SharePoint
13 10 (0.38%) CloudStack
14 8 (0.30%) Jupyter
14 8 (0.30%) WebLogic
15 6 (0.23%) CMS
15 6 (0.23%) SAS
15 6 (0.23%) WordPress
16 5 (0.19%) Apache Solr
16 5 (0.19%) Ethereum
Applications
1 1 (0.038%) Adobe Premiere
1 1 (0.038%) Chatbot
1 1 (0.038%) Microsoft Excel
1 1 (0.038%) Microsoft PowerPoint
1 1 (0.038%) Mingle
Business Applications
1 11 (0.42%) Distributed Ledger
2 6 (0.23%) R3 Corda
3 3 (0.11%) Dynamics CRM
3 3 (0.11%) Payment Gateway
3 3 (0.11%) SAP BPC
3 3 (0.11%) Sentinel
4 2 (0.076%) Magento
4 2 (0.076%) Remedy ITSM
4 2 (0.076%) SAP Hybris
4 2 (0.076%) Sparx Enterprise Architect
5 1 (0.038%) FLEXCUBE
5 1 (0.038%) OpenCart
5 1 (0.038%) Oracle Applications
5 1 (0.038%) Oracle EBS
Cloud Services
1 1,736 (65.61%) AWS
2 995 (37.60%) Azure
3 612 (23.13%) GCP
4 390 (14.74%) Serverless
5 387 (14.63%) AWS CloudFormation
6 240 (9.07%) AWS Lambda
7 221 (8.35%) SaaS
8 188 (7.11%) PaaS
9 186 (7.03%) Amazon ECS
10 177 (6.69%) IaaS
11 167 (6.31%) Amazon EC2
12 136 (5.14%) GitHub
13 132 (4.99%) Amazon S3
14 109 (4.12%) OpenShift
15 98 (3.70%) Virtual Private Cloud
16 96 (3.63%) Amazon CloudWatch
17 88 (3.33%) Amazon EKS
18 63 (2.38%) Slack
19 61 (2.31%) Cloud Computing
20 55 (2.08%) Datadog
Communications & Networking
1 137 (5.18%) Firewall
2 98 (3.70%) DNS
3 87 (3.29%) VPN
4 62 (2.34%) TCP/IP
5 56 (2.12%) Internet
6 50 (1.89%) SAN
7 40 (1.51%) BGP
8 37 (1.40%) Network Security
9 34 (1.28%) WAN
10 33 (1.25%) HTTP
11 27 (1.02%) OSPF
12 25 (0.94%) SSL
13 19 (0.72%) Cisco ISE
13 19 (0.72%) WLAN
14 18 (0.68%) DHCP
14 18 (0.68%) IPsec
14 18 (0.68%) SMTP
15 14 (0.53%) FTP
16 12 (0.45%) LAN
16 12 (0.45%) VoIP
Database & Business Intelligence
1 193 (7.29%) NoSQL
2 147 (5.56%) SQL Server
3 133 (5.03%) Big Data
4 126 (4.76%) PostgreSQL
5 111 (4.20%) MySQL
6 94 (3.55%) Amazon RDS
7 88 (3.33%) Amazon DynamoDB
8 78 (2.95%) MongoDB
9 75 (2.83%) Hadoop
10 60 (2.27%) Amazon Redshift
11 48 (1.81%) Apache Cassandra
12 43 (1.63%) Amazon Athena
13 42 (1.59%) Blockchain
14 36 (1.36%) Redis
15 35 (1.32%) Neo4j
16 32 (1.21%) Relational Database
17 29 (1.10%) Cosmos DB
18 25 (0.94%) BigQuery
18 25 (0.94%) Data Warehouse
19 24 (0.91%) Power BI
Development Applications
1 811 (30.65%) Jenkins
2 431 (16.29%) Git (software)
3 171 (6.46%) JIRA
4 161 (6.08%) Atlassian Bamboo
5 158 (5.97%) GitLab
6 140 (5.29%) TeamCity
7 109 (4.12%) Bitbucket
8 100 (3.78%) Octopus Deploy
9 83 (3.14%) Vagrant
10 69 (2.61%) Sonatype Nexus
11 63 (2.38%) Maven
12 57 (2.15%) CircleCI
13 49 (1.85%) Artifactory
14 47 (1.78%) Selenium
15 32 (1.21%) webpack
16 30 (1.13%) Gradle
17 29 (1.10%) GoCD
18 25 (0.94%) Cucumber
18 25 (0.94%) SonarQube
19 23 (0.87%) Team Foundation Server
General
1 475 (17.95%) Finance
2 152 (5.74%) Banking
3 148 (5.59%) Retail
4 62 (2.34%) Public Sector
5 60 (2.27%) Games
6 57 (2.15%) Law
7 37 (1.40%) Telecoms
8 33 (1.25%) Marketing
9 30 (1.13%) Manufacturing
10 24 (0.91%) Advertising
11 21 (0.79%) Automotive
11 21 (0.79%) Financial Institution
12 20 (0.76%) Legal
13 14 (0.53%) Investment Banking
14 11 (0.42%) Electronics
15 10 (0.38%) Publishing
16 9 (0.34%) Billing
16 9 (0.34%) Front Office
17 6 (0.23%) Back Office
18 5 (0.19%) Pharmaceutical
Job Titles
1 1,148 (43.39%) DevOps Engineer
2 455 (17.20%) AWS Engineer
3 305 (11.53%) Developer
4 304 (11.49%) AWS DevOps
5 278 (10.51%) AWS DevOps Engineer
6 269 (10.17%) Cloud Engineer
7 210 (7.94%) Senior DevOps
8 204 (7.71%) Platform Engineer
9 200 (7.56%) Senior DevOps Engineer
10 163 (6.16%) Kubernetes Engineer
11 154 (5.82%) Azure Engineer
12 133 (5.03%) Infrastructure Engineer
13 123 (4.65%) Python Engineer
14 119 (4.50%) Site Reliability Engineer
15 117 (4.42%) Architect
16 102 (3.85%) Azure DevOps Engineer
17 99 (3.74%) Senior Developer
18 98 (3.70%) Lead DevOps
19 91 (3.44%) Software Engineer
20 87 (3.29%) Site Engineer
Libraries, Frameworks & Software Standards
1 283 (10.70%) Node.js
2 231 (8.73%) React
3 196 (7.41%) Web Services
4 177 (6.69%) .NET
5 160 (6.05%) AngularJS
6 144 (5.44%) Kafka
7 110 (4.16%) Elastic Stack
8 107 (4.04%) REST
9 97 (3.67%) Spring
10 83 (3.14%) CSS
11 69 (2.61%) HTML
12 62 (2.34%) Spring Boot
13 58 (2.19%) GraphQL
14 56 (2.12%) Redux
15 52 (1.97%) React Native
15 52 (1.97%) RESTful
16 50 (1.89%) .NET Core
16 50 (1.89%) YAML
17 43 (1.63%) JSON
17 43 (1.63%) Vue.js
Miscellaneous
1 224 (8.47%) Public Cloud
2 171 (6.46%) Cloud Native
3 100 (3.78%) Greenfield Project
4 90 (3.40%) Data Centre
5 69 (2.61%) Analytical Skills
6 59 (2.23%) Private Cloud
7 58 (2.19%) Mobile App
8 53 (2.00%) Hybrid Cloud
9 52 (1.97%) Self-Motivation
10 45 (1.70%) User Experience
11 39 (1.47%) PKI
12 38 (1.44%) Virtual Team
13 37 (1.40%) Blog
14 23 (0.87%) Acoustics
15 22 (0.83%) Linux Command Line
16 21 (0.79%) Distributed Denial-of-Service
17 20 (0.76%) Data Structures
18 19 (0.72%) Foreign Exchange (FX)
19 18 (0.68%) Derivative
19 18 (0.68%) Management Information System
Operating Systems
1 889 (33.60%) Linux
2 343 (12.96%) Windows
3 120 (4.54%) Red Hat Enterprise Linux
4 115 (4.35%) Windows Server
5 109 (4.12%) Unix
6 104 (3.93%) CentOS
7 46 (1.74%) Ubuntu
8 26 (0.98%) Windows Server 2012
9 24 (0.91%) CoreOS
9 24 (0.91%) VMS
10 23 (0.87%) Windows Server 2016
11 20 (0.76%) Android
12 14 (0.53%) Debian
13 13 (0.49%) Mac OS
14 11 (0.42%) Apple iOS
15 7 (0.26%) Windows Server 2019
16 6 (0.23%) zOS
17 5 (0.19%) Windows 7
18 4 (0.15%) Windows Server 2008
19 3 (0.11%) Windows 10
Processes & Methodologies
1 1,869 (70.63%) DevOps
2 985 (37.23%) Agile Software Development
3 783 (29.59%) Infrastructure as Code
4 485 (18.33%) Configuration Management
5 429 (16.21%) Continuous Integration
6 355 (13.42%) Microservices
7 316 (11.94%) Software Engineering
8 282 (10.66%) Fintech
9 260 (9.83%) Migration
10 241 (9.11%) Site Reliability Engineering
11 238 (8.99%) TDD
12 233 (8.81%) Scrum
13 228 (8.62%) Continuous Delivery
14 199 (7.52%) Open Source
15 198 (7.48%) Infrastructure Automation
15 198 (7.48%) Test Automation
16 184 (6.95%) Deployment Automation
17 182 (6.88%) Infrastructure Engineering
18 165 (6.24%) Machine Learning
18 165 (6.24%) Problem-Solving
Programming Languages
1 1,282 (48.45%) Python
2 625 (23.62%) Java
3 484 (18.29%) Bash Shell
4 444 (16.78%) PowerShell
5 410 (15.50%) JavaScript
6 321 (12.13%) Go
7 307 (11.60%) SQL
8 298 (11.26%) Ruby
9 149 (5.63%) Scala
10 147 (5.56%) C#
11 113 (4.27%) TypeScript
12 110 (4.16%) Kotlin
13 94 (3.55%) Groovy
14 81 (3.06%) Shell Script
15 77 (2.91%) PHP
16 57 (2.15%) Perl
17 46 (1.74%) Clojure
17 46 (1.74%) Java 8
18 37 (1.40%) C++
19 34 (1.28%) C
Qualifications
1 148 (5.59%) Degree
2 119 (4.50%) AWS Certification
3 98 (3.70%) Security Cleared
4 61 (2.31%) SC Cleared
5 52 (1.97%) Computer Science Degree
6 35 (1.32%) Cisco Certification
7 27 (1.02%) DV Cleared
8 25 (0.94%) VMware Certified Professional (VCP)
9 24 (0.91%) Microsoft Certification
10 22 (0.83%) CCNP
10 22 (0.83%) MCSE
11 20 (0.76%) RHCE
12 17 (0.64%) MCSA
13 15 (0.57%) SANS
14 14 (0.53%) CISSP
15 10 (0.38%) ITIL Certification
15 10 (0.38%) PhD
16 8 (0.30%) CCSP
16 8 (0.30%) Master's Degree
17 7 (0.26%) GXPN
Quality Assurance & Compliance
1 37 (1.40%) NIST
2 34 (1.28%) ISO/IEC 27001
3 29 (1.10%) SLA
4 24 (0.91%) QA
5 20 (0.76%) NIST 800
6 16 (0.60%) NCSC
7 15 (0.57%) GDPR
8 14 (0.53%) PCI DSS
9 3 (0.11%) ISO 9001
10 2 (0.076%) Cyber Essentials
11 1 (0.038%) Sarbanes-Oxley
System Software
1 1,431 (54.08%) Docker
2 172 (6.50%) VMware Infrastructure
3 125 (4.72%) Active Directory
4 76 (2.87%) Hyper-V
5 53 (2.00%) VirtualBox
5 53 (2.00%) vSphere
6 20 (0.76%) Virtual Machines
7 13 (0.49%) GlusterFS
8 11 (0.42%) XenApp
9 10 (0.38%) HDFS
9 10 (0.38%) VMware ESXi
10 9 (0.34%) Xen
10 9 (0.34%) XenDesktop
11 8 (0.30%) Samba
12 5 (0.19%) KVM
12 5 (0.19%) Virtual Servers
12 5 (0.19%) VMware NSX
13 4 (0.15%) Apache ZooKeeper
13 4 (0.15%) OpenAM
14 3 (0.11%) Gluster
Systems Management
1 1,373 (51.89%) Kubernetes
2 1,285 (48.56%) Ansible
3 643 (24.30%) Puppet
4 440 (16.63%) Opscode Chef
5 130 (4.91%) Packer
6 128 (4.84%) Grafana
6 128 (4.84%) Prometheus
7 109 (4.12%) Docker Swarm
8 54 (2.04%) Nagios
9 51 (1.93%) Graphite
10 49 (1.85%) Consul
11 37 (1.40%) Kibana
12 32 (1.21%) Istio
13 28 (1.06%) Mesos
14 22 (0.83%) Salt
15 21 (0.79%) ZABBIX
16 20 (0.76%) Rancher
17 18 (0.68%) SCCM
18 17 (0.64%) logstash
18 17 (0.64%) Marathon
Vendors
1 309 (11.68%) Google
2 257 (9.71%) Microsoft
3 225 (8.50%) VMware
4 118 (4.46%) Red Hat
5 94 (3.55%) Oracle
6 60 (2.27%) Cloudera
6 60 (2.27%) Splunk
7 55 (2.08%) Cisco
8 45 (1.70%) IBM
9 41 (1.55%) Atlassian
10 35 (1.32%) New Relic
11 34 (1.28%) Hortonworks
12 32 (1.21%) Dell
13 30 (1.13%) HP
13 30 (1.13%) Juniper
14 27 (1.02%) SaltStack
15 26 (0.98%) Hitachi
16 23 (0.87%) EMC
17 21 (0.79%) Rackspace
18 18 (0.68%) F5