Period
to 22 September 2019

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 22 September 2019 with a comparison to the same period in the previous 2 years.

Terraform
UK > England
6 months to
22 Sep 2019
Same period 2018 Same period 2017
Rank 129 236 466
Rank change year-on-year +107 +230 +516
Permanent jobs citing Terraform 3,413 2,325 1,055
As % of all permanent IT jobs advertised in England 2.66% 1.50% 0.64%
As % of the Systems Management category 20.19% 14.29% 7.10%
Number of salaries quoted 2,582 1,887 878
England median annual salary £72,500 £65,000 £65,000
Median salary % change year-on-year +11.54% - +4.00%
10th Percentile £43,750 £43,750 £45,000
90th Percentile £100,000 £95,000 £90,000
UK median annual salary £70,000 £65,000 £65,000
% change year-on-year +7.69% - +4.00%

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 16,904 16,275 14,851
As % of all permanent IT jobs advertised in England 13.15% 10.48% 8.95%
Number of salaries quoted 12,816 13,074 12,176
England median annual salary £60,000 £55,000 £52,500
Median salary % change year-on-year +9.09% +4.76% +5.00%
10th Percentile £32,500 £32,500 £31,000
90th Percentile £91,250 £85,000 £82,500
UK median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

Terraform
Job Vacancy Trend in England

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

Job vacancy trend for Terraform in England

Terraform
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Terraform in England.

Salary trend for Terraform in England

Terraform
Salary Histogram in England

The salary distribution of IT jobs citing Terraform in England over the 6 months to 22 September 2019.

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 22 September 2019. 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 +87 2,225 £77,500 +10.71% 327
South East +134 446 £65,000 +8.33% 71
North of England +8 364 £60,000 +14.29% 83
North West +37 183 £65,000 +23.81% 40
Midlands +79 153 £55,000 - 33
Yorkshire -18 143 £55,000 +4.76% 34
West Midlands +72 112 £55,000 - 24
South West +55 98 £57,500 - 39
East of England +87 77 £55,000 -8.33% 31
East Midlands +38 41 £47,500 -9.52% 8
North East +32 38 £51,000 -7.27% 9
Terraform
UK

For the 6 months to 22 September 2019, 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 2,690 (78.82%) DevOps
2 2,512 (73.60%) AWS
3 2,079 (60.91%) Docker
4 1,904 (55.79%) Kubernetes
5 1,811 (53.06%) Ansible
6 1,714 (50.22%) Python
7 1,476 (43.25%) Agile Software Development
8 1,452 (42.54%) Linux
9 1,394 (40.84%) Azure
10 1,317 (38.59%) Jenkins
11 1,186 (34.75%) Puppet
12 1,044 (30.59%) Infrastructure as Code
13 991 (29.04%) Java
14 917 (26.87%) Opscode Chef
15 828 (24.26%) GCP
16 719 (21.07%) Bash Shell
17 696 (20.39%) Configuration Management
18 684 (20.04%) Software Engineering
19 681 (19.95%) Git (software)
20 674 (19.75%) Continuous Integration
21 644 (18.87%) AWS CloudFormation
22 642 (18.81%) Finance
23 613 (17.96%) Windows
24 610 (17.87%) Microservices
25 544 (15.94%) PowerShell
26 494 (14.47%) Ruby
27 454 (13.30%) Continuous Delivery
28 438 (12.83%) JavaScript
29 433 (12.69%) Go
30 430 (12.60%) Google

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
1 216 (6.33%) Elasticsearch
2 146 (4.28%) Apache Spark
3 136 (3.98%) Apache
4 128 (3.75%) Confluence
5 115 (3.37%) nginx
6 104 (3.05%) OpenStack
7 75 (2.20%) IIS
8 62 (1.82%) Tomcat
9 47 (1.38%) SAS
10 44 (1.29%) Cloud Foundry
11 29 (0.85%) Drupal
11 29 (0.85%) SharePoint
12 28 (0.82%) CMS
13 27 (0.79%) Skype for Business
14 19 (0.56%) WordPress
15 17 (0.50%) Sitecore CMS
16 16 (0.47%) Adobe Experience Manager
16 16 (0.47%) Apache Airflow
17 15 (0.44%) CloudStack
17 15 (0.44%) SugarCRM
Applications
1 11 (0.32%) Microsoft PowerPoint
2 4 (0.12%) Microsoft Excel
3 3 (0.088%) Chatbot
3 3 (0.088%) Fireworks
4 2 (0.059%) Microsoft Office
5 1 (0.029%) Adobe Illustrator
5 1 (0.029%) Adobe Premiere
5 1 (0.029%) HipChat
Business Applications
1 43 (1.26%) Payment Gateway
2 4 (0.12%) Dynamics CRM
3 2 (0.059%) NetSuite
3 2 (0.059%) OpenCart
3 2 (0.059%) Oracle BPM
3 2 (0.059%) Remedy ITSM
4 1 (0.029%) Distributed Ledger
4 1 (0.029%) Magento
4 1 (0.029%) Oracle Applications
4 1 (0.029%) PeopleSoft Financials
4 1 (0.029%) PeopleSoft HCM
4 1 (0.029%) Revive Adserver
Cloud Services
1 2,512 (73.60%) AWS
2 1,394 (40.84%) Azure
3 828 (24.26%) GCP
4 644 (18.87%) AWS CloudFormation
5 417 (12.22%) Serverless
6 346 (10.14%) Amazon EC2
7 336 (9.84%) AWS Lambda
8 279 (8.17%) Amazon S3
9 263 (7.71%) IaaS
10 221 (6.48%) GitHub
11 217 (6.36%) PaaS
12 205 (6.01%) OpenShift
13 202 (5.92%) Amazon ECS
14 177 (5.19%) SaaS
15 151 (4.42%) Amazon SQS
16 149 (4.37%) Virtual Private Cloud
17 106 (3.11%) Datadog
18 101 (2.96%) Amazon CloudWatch
19 82 (2.40%) Cloud Computing
20 67 (1.96%) AWS Elastic Beanstalk
Communications & Networking
1 183 (5.36%) Firewall
2 125 (3.66%) DNS
3 115 (3.37%) TCP/IP
4 97 (2.84%) VPN
5 60 (1.76%) Internet
6 47 (1.38%) DHCP
7 42 (1.23%) HTTP
8 32 (0.94%) Skype
9 30 (0.88%) SSL
10 29 (0.85%) Network Security
11 23 (0.67%) WAN
12 21 (0.62%) Cisco ASA
13 20 (0.59%) BGP
14 17 (0.50%) VLAN
15 14 (0.41%) LAN
16 12 (0.35%) BIG-IP
16 12 (0.35%) SAN
16 12 (0.35%) SMTP
17 11 (0.32%) FabricPath
17 11 (0.32%) VRRP
Database & Business Intelligence
1 268 (7.85%) Amazon RDS
2 224 (6.56%) Big Data
3 217 (6.36%) PostgreSQL
4 205 (6.01%) MySQL
5 194 (5.68%) NoSQL
6 160 (4.69%) Hadoop
7 153 (4.48%) Amazon Redshift
8 139 (4.07%) SQL Server
9 138 (4.04%) Amazon DynamoDB
10 132 (3.87%) MongoDB
11 92 (2.70%) Apache Cassandra
12 86 (2.52%) Azure SQL Database
13 56 (1.64%) Redis
14 55 (1.61%) Relational Database
15 54 (1.58%) Blockchain
16 50 (1.46%) Pentaho
17 48 (1.41%) Data Warehouse
18 37 (1.08%) Neo4j
19 36 (1.05%) Apache Hive
20 32 (0.94%) Amazon Aurora
Development Applications
1 1,317 (38.59%) Jenkins
2 681 (19.95%) Git (software)
3 269 (7.88%) Atlassian Bamboo
4 252 (7.38%) GitLab
5 226 (6.62%) TeamCity
6 218 (6.39%) JIRA
7 185 (5.42%) Artifactory
7 185 (5.42%) Octopus Deploy
8 171 (5.01%) Bitbucket
9 138 (4.04%) Maven
10 120 (3.52%) Vagrant
11 98 (2.87%) Team Foundation Server
12 94 (2.75%) Travis CI
13 85 (2.49%) CircleCI
13 85 (2.49%) IBM UrbanCode
14 81 (2.37%) Selenium
15 76 (2.23%) Subversion
16 68 (1.99%) GoCD
17 58 (1.70%) SonarQube
18 56 (1.64%) Sonatype Nexus
General
1 642 (18.81%) Finance
2 209 (6.12%) Banking
3 193 (5.65%) Retail
4 146 (4.28%) Public Sector
5 89 (2.61%) Front Office
6 69 (2.02%) Marketing
7 60 (1.76%) Games
8 57 (1.67%) Telecoms
9 53 (1.55%) Manufacturing
10 51 (1.49%) Law
11 46 (1.35%) Electronics
12 31 (0.91%) Publishing
13 27 (0.79%) Advertising
14 24 (0.70%) Investment Banking
15 16 (0.47%) Billing
16 10 (0.29%) Automotive
16 10 (0.29%) Back Office
16 10 (0.29%) Financial Institution
16 10 (0.29%) Retail Banking
17 4 (0.12%) Legal
Job Titles
1 1,523 (44.62%) DevOps Engineer
2 563 (16.50%) AWS Engineer
3 466 (13.65%) Cloud Engineer
4 378 (11.08%) AWS DevOps
5 375 (10.99%) Senior DevOps
6 340 (9.96%) Developer
7 336 (9.84%) AWS DevOps Engineer
8 335 (9.82%) Senior DevOps Engineer
9 214 (6.27%) Platform Engineer
10 207 (6.07%) Software Engineer
11 193 (5.65%) Azure Engineer
12 183 (5.36%) Consultant
13 179 (5.24%) Kubernetes Engineer
14 167 (4.89%) Infrastructure Engineer
15 165 (4.83%) Linux Engineer
16 158 (4.63%) Architect
17 135 (3.96%) Lead DevOps
18 115 (3.37%) Linux/Unix DevOps
19 113 (3.31%) Java Engineer
19 113 (3.31%) Python Engineer
Libraries, Frameworks & Software Standards
1 360 (10.55%) Web Services
2 277 (8.12%) Elastic Stack
3 254 (7.44%) Node.js
4 213 (6.24%) .NET
5 212 (6.21%) Kafka
6 201 (5.89%) React
7 177 (5.19%) Spring
8 158 (4.63%) AngularJS
9 131 (3.84%) Spring Boot
10 121 (3.55%) RabbitMQ
11 111 (3.25%) RESTful
12 101 (2.96%) J2EE
13 97 (2.84%) JSON
14 90 (2.64%) HTML
15 89 (2.61%) CSS
16 76 (2.23%) REST
17 64 (1.88%) Vue.js
18 60 (1.76%) .NET Core
19 51 (1.49%) HTML5
20 49 (1.44%) J2SE
Miscellaneous
1 273 (8.00%) Public Cloud
2 247 (7.24%) Greenfield Project
3 161 (4.72%) Hybrid Cloud
4 140 (4.10%) Data Centre
5 122 (3.57%) Analytical Skills
6 119 (3.49%) Cloud Native
7 98 (2.87%) Linux Command Line
8 73 (2.14%) Fixed Income
9 68 (1.99%) Algorithms
10 60 (1.76%) Self-Motivation
11 54 (1.58%) Hedge funds
12 46 (1.35%) User Experience
13 43 (1.26%) PlayStation
14 42 (1.23%) Data Structures
14 42 (1.23%) Mobile App
15 41 (1.20%) Derivative
15 41 (1.20%) Enterprise Software
16 39 (1.14%) PKI
16 39 (1.14%) Virtual Team
17 35 (1.03%) Private Cloud
Operating Systems
1 1,452 (42.54%) Linux
2 613 (17.96%) Windows
3 249 (7.30%) Unix
4 149 (4.37%) CentOS
5 144 (4.22%) Windows Server
6 106 (3.11%) Red Hat Enterprise Linux
7 85 (2.49%) Ubuntu
8 35 (1.03%) Apple iOS
8 35 (1.03%) Mesosphere
9 30 (0.88%) Android
10 24 (0.70%) VMS
11 23 (0.67%) Windows Server 2012
12 15 (0.44%) Debian
13 13 (0.38%) Solaris
13 13 (0.38%) SUSE
14 11 (0.32%) Amazon Linux
15 8 (0.23%) Fedora
16 7 (0.21%) Kali Linux
17 6 (0.18%) CoreOS
17 6 (0.18%) Windows Server 2008
Processes & Methodologies
1 2,690 (78.82%) DevOps
2 1,476 (43.25%) Agile Software Development
3 1,044 (30.59%) Infrastructure as Code
4 696 (20.39%) Configuration Management
5 684 (20.04%) Software Engineering
6 674 (19.75%) Continuous Integration
7 610 (17.87%) Microservices
8 454 (13.30%) Continuous Delivery
9 397 (11.63%) Test Automation
10 395 (11.57%) Open Source
11 309 (9.05%) Migration
12 303 (8.88%) Problem-Solving
13 295 (8.64%) Mentoring
14 289 (8.47%) Scrum
15 266 (7.79%) Analytics
16 265 (7.76%) Fintech
17 263 (7.71%) TDD
18 255 (7.47%) Deployment Automation
19 253 (7.41%) Infrastructure Engineering
20 244 (7.15%) Artificial Intelligence
Programming Languages
1 1,714 (50.22%) Python
2 991 (29.04%) Java
3 719 (21.07%) Bash Shell
4 544 (15.94%) PowerShell
5 494 (14.47%) Ruby
6 438 (12.83%) JavaScript
7 433 (12.69%) Go
8 418 (12.25%) SQL
9 203 (5.95%) C#
10 156 (4.57%) PHP
10 156 (4.57%) Scala
11 154 (4.51%) Shell Script
12 131 (3.84%) Perl
13 105 (3.08%) TypeScript
14 85 (2.49%) Groovy
15 80 (2.34%) C++
15 80 (2.34%) R
16 67 (1.96%) Java 8
17 44 (1.29%) Kotlin
18 41 (1.20%) C
Qualifications
1 263 (7.71%) Degree
2 150 (4.39%) Computer Science Degree
3 112 (3.28%) AWS Certification
4 110 (3.22%) Security Cleared
5 59 (1.73%) SC Cleared
6 39 (1.14%) RHCE
7 36 (1.05%) Microsoft Certification
8 23 (0.67%) DV Cleared
9 21 (0.62%) Master's Degree
9 21 (0.62%) RHCSA
10 18 (0.53%) Cisco Certification
11 16 (0.47%) PhD
12 15 (0.44%) CISSP
12 15 (0.44%) Network+ Certification
12 15 (0.44%) Numerate Degree
13 14 (0.41%) CCNA
14 13 (0.38%) MCSA
15 11 (0.32%) MCSE
16 10 (0.29%) VMware Certified Professional (VCP)
17 9 (0.26%) ISSMP
Quality Assurance & Compliance
1 126 (3.69%) QA
2 24 (0.70%) ISO/IEC 27001
3 18 (0.53%) GDPR
4 14 (0.41%) PCI DSS
5 9 (0.26%) Data Quality
5 9 (0.26%) SLA
6 5 (0.15%) NIST
7 3 (0.088%) ISO/IEC 20000
8 2 (0.059%) COBIT
8 2 (0.059%) NCSC
8 2 (0.059%) PSD2
9 1 (0.029%) HIPAA
System Software
1 2,079 (60.91%) Docker
2 150 (4.39%) VMware Infrastructure
3 129 (3.78%) Active Directory
4 84 (2.46%) Hyper-V
5 43 (1.26%) vSphere
6 42 (1.23%) VirtualBox
7 27 (0.79%) KVM
8 23 (0.67%) Virtual Machines
9 22 (0.64%) XenApp
10 21 (0.62%) oVirt
11 20 (0.59%) VMware NSX
12 16 (0.47%) RHEV
13 15 (0.44%) vCloud
13 15 (0.44%) XenDesktop
14 13 (0.38%) VMware Workstation
14 13 (0.38%) Xen
15 11 (0.32%) Apache ZooKeeper
15 11 (0.32%) etcd
15 11 (0.32%) HDFS
16 10 (0.29%) Citrix Hypervisor
Systems Management
1 1,904 (55.79%) Kubernetes
2 1,811 (53.06%) Ansible
3 1,186 (34.75%) Puppet
4 917 (26.87%) Opscode Chef
5 312 (9.14%) Packer
6 245 (7.18%) Prometheus
7 203 (5.95%) Docker Swarm
8 175 (5.13%) Consul
9 160 (4.69%) Grafana
10 156 (4.57%) Nagios
11 128 (3.75%) Salt
12 101 (2.96%) ZABBIX
13 98 (2.87%) Rancher
14 80 (2.34%) Kibana
15 78 (2.29%) Graphite
16 50 (1.46%) HAProxy
17 49 (1.44%) Opsview
18 42 (1.23%) Mesos
19 40 (1.17%) Rundeck
20 39 (1.14%) Istio
Vendors
1 430 (12.60%) Google
2 409 (11.98%) Microsoft
3 217 (6.36%) VMware
4 194 (5.68%) Oracle
5 157 (4.60%) Splunk
6 85 (2.49%) Red Hat
7 74 (2.17%) Cloudera
8 72 (2.11%) New Relic
9 69 (2.02%) AppDynamics
10 65 (1.90%) IBM
11 62 (1.82%) Cisco
12 60 (1.76%) WorldPay
13 59 (1.73%) SaltStack
14 55 (1.61%) Atlassian
15 52 (1.52%) Citrix
16 48 (1.41%) Dynatrace
16 48 (1.41%) ServiceNow
17 45 (1.32%) Databricks
17 45 (1.32%) SAP
18 43 (1.26%) CyberArk