Period
to 5 December 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 5 December 2019 with a comparison to the same period in the previous 2 years.

Terraform
UK > England
6 months to
5 Dec 2019
Same period 2018 Same period 2017
Rank 123 216 406
Rank change year-on-year +93 +190 +434
Permanent jobs citing Terraform 3,390 2,502 1,297
As % of all permanent IT jobs advertised in England 2.72% 1.65% 0.77%
As % of the Systems Management category 20.99% 14.80% 8.57%
Number of salaries quoted 2,590 1,974 1,115
England median annual salary £72,500 £65,000 £65,000
Median salary % change year-on-year +11.54% - +4.00%
10th Percentile £45,000 £43,750 £45,000
90th Percentile £100,000 £92,000 £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 16,150 16,902 15,141
As % of all permanent IT jobs advertised in England 12.93% 11.16% 9.01%
Number of salaries quoted 12,466 13,404 12,569
England median annual salary £60,000 £55,000 £54,000
Median salary % change year-on-year +9.09% +1.85% +6.93%
10th Percentile £32,500 £32,500 £31,250
90th Percentile £92,500 £87,500 £82,500
UK median annual salary £58,118 £55,000 £52,500
% change year-on-year +5.67% +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 5 December 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 5 December 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 +78 2,193 £80,000 +10.34% 357
North of England +49 425 £60,000 +9.09% 98
South East +108 402 £65,000 +8.33% 60
North West +58 214 £60,000 +4.35% 55
Yorkshire +33 180 £57,500 +4.55% 38
Midlands +78 156 £56,399 +0.26% 37
West Midlands +45 109 £56,000 +1.82% 27
South West +48 98 £57,500 -4.56% 26
East of England +61 60 £62,500 -3.85% 49
East Midlands +36 47 £65,000 -3.70% 10
North East +38 31 £45,000 -18.18% 5
Terraform
UK

For the 6 months to 5 December 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 2,571 (75.84%) DevOps
2 2,414 (71.21%) AWS
3 2,004 (59.12%) Docker
4 1,865 (55.01%) Kubernetes
5 1,790 (52.80%) Ansible
6 1,722 (50.80%) Python
7 1,414 (41.71%) Agile Software Development
8 1,313 (38.73%) Azure
9 1,274 (37.58%) Linux
10 1,235 (36.43%) Jenkins
11 1,118 (32.98%) Puppet
12 1,018 (30.03%) Infrastructure as Code
13 963 (28.41%) Java
14 833 (24.57%) Opscode Chef
15 787 (23.22%) GCP
16 725 (21.39%) Configuration Management
17 686 (20.24%) Bash Shell
18 661 (19.50%) AWS CloudFormation
19 654 (19.29%) Finance
20 653 (19.26%) Microservices
21 635 (18.73%) Software Engineering
22 624 (18.41%) Continuous Integration
23 595 (17.55%) Windows
24 583 (17.20%) Git (software)
25 568 (16.76%) PowerShell
26 460 (13.57%) JavaScript
27 459 (13.54%) SQL
28 448 (13.22%) Go
29 445 (13.13%) Ruby
30 429 (12.65%) 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
1 162 (4.78%) Confluence
2 155 (4.57%) Apache Spark
3 139 (4.10%) Elasticsearch
4 111 (3.27%) Apache
5 99 (2.92%) OpenStack
6 96 (2.83%) IIS
7 93 (2.74%) nginx
8 84 (2.48%) Tomcat
9 39 (1.15%) CMS
10 30 (0.88%) SAS
11 29 (0.86%) Cloud Foundry
12 24 (0.71%) Drupal
13 23 (0.68%) SharePoint
14 20 (0.59%) Adobe Experience Manager
15 19 (0.56%) Headless CMS
15 19 (0.56%) WordPress
16 16 (0.47%) Apache Airflow
16 16 (0.47%) Sitecore CMS
16 16 (0.47%) Skype for Business
17 15 (0.44%) SugarCRM
Applications
1 7 (0.21%) Microsoft PowerPoint
2 4 (0.12%) Microsoft Excel
3 3 (0.088%) Adobe Illustrator
3 3 (0.088%) HipChat
4 2 (0.059%) Chatbot
4 2 (0.059%) Microsoft Office
5 1 (0.029%) Adobe Premiere
Business Applications
1 40 (1.18%) Payment Gateway
2 4 (0.12%) Dynamics CRM
3 3 (0.088%) NetSuite
4 2 (0.059%) OpenCart
4 2 (0.059%) Remedy ITSM
5 1 (0.029%) Distributed Ledger
5 1 (0.029%) Magento
5 1 (0.029%) Oracle Applications
5 1 (0.029%) Revive Adserver
Cloud Services
1 2,414 (71.21%) AWS
2 1,313 (38.73%) Azure
3 787 (23.22%) GCP
4 661 (19.50%) AWS CloudFormation
5 425 (12.54%) Serverless
6 339 (10.00%) AWS Lambda
7 334 (9.85%) Amazon EC2
8 276 (8.14%) IaaS
9 274 (8.08%) PaaS
10 271 (7.99%) Amazon S3
11 238 (7.02%) GitHub
12 226 (6.67%) Amazon ECS
13 221 (6.52%) OpenShift
14 197 (5.81%) SaaS
15 142 (4.19%) Virtual Private Cloud
16 138 (4.07%) Amazon SQS
17 107 (3.16%) Datadog
18 95 (2.80%) Cloud Computing
19 82 (2.42%) Amazon EKS
20 79 (2.33%) Amazon CloudWatch
Communications & Networking
1 213 (6.28%) Firewall
2 146 (4.31%) DNS
3 125 (3.69%) TCP/IP
4 96 (2.83%) VPN
5 80 (2.36%) Internet
6 42 (1.24%) DHCP
7 38 (1.12%) SSL
8 29 (0.86%) HTTP
8 29 (0.86%) WAN
9 24 (0.71%) BGP
10 23 (0.68%) Skype
11 22 (0.65%) Network Security
12 19 (0.56%) LAN
13 16 (0.47%) SMTP
14 13 (0.38%) SAN
15 12 (0.35%) Cisco ASA
16 8 (0.24%) VLAN
17 7 (0.21%) DMZ
17 7 (0.21%) VSAN
17 7 (0.21%) Wi-Fi
Database & Business Intelligence
1 266 (7.85%) Amazon RDS
2 250 (7.37%) PostgreSQL
3 201 (5.93%) Big Data
4 199 (5.87%) NoSQL
5 171 (5.04%) MySQL
6 162 (4.78%) Hadoop
7 131 (3.86%) Amazon Redshift
7 131 (3.86%) SQL Server
8 120 (3.54%) Amazon DynamoDB
9 88 (2.60%) MongoDB
10 82 (2.42%) Redis
11 69 (2.04%) Azure SQL Database
12 68 (2.01%) Relational Database
13 60 (1.77%) Apache Cassandra
14 41 (1.21%) Amazon Athena
14 41 (1.21%) Neo4j
15 36 (1.06%) RDBMS
16 33 (0.97%) Data Warehouse
17 30 (0.88%) Amazon Aurora
17 30 (0.88%) Pentaho
Development Applications
1 1,235 (36.43%) Jenkins
2 583 (17.20%) Git (software)
3 266 (7.85%) Atlassian Bamboo
3 266 (7.85%) JIRA
4 239 (7.05%) TeamCity
5 210 (6.19%) Artifactory
6 208 (6.14%) GitLab
7 184 (5.43%) Octopus Deploy
8 165 (4.87%) Maven
9 159 (4.69%) Bitbucket
10 130 (3.83%) CircleCI
10 130 (3.83%) Vagrant
11 96 (2.83%) Selenium
12 88 (2.60%) Team Foundation Server
13 87 (2.57%) SonarQube
14 77 (2.27%) IBM UrbanCode
15 67 (1.98%) JUnit
16 63 (1.86%) Subversion
17 58 (1.71%) Sonatype Nexus
18 52 (1.53%) Travis CI
General
1 654 (19.29%) Finance
2 210 (6.19%) Banking
3 163 (4.81%) Retail
4 106 (3.13%) Public Sector
5 103 (3.04%) Front Office
6 63 (1.86%) Marketing
7 60 (1.77%) Games
8 55 (1.62%) Manufacturing
9 53 (1.56%) Telecoms
10 43 (1.27%) Law
11 33 (0.97%) Electronics
12 32 (0.94%) Advertising
13 27 (0.80%) Billing
14 21 (0.62%) Investment Banking
15 19 (0.56%) Automotive
16 10 (0.29%) Retail Banking
17 9 (0.27%) Back Office
17 9 (0.27%) Legal
18 8 (0.24%) Publishing
19 6 (0.18%) Online Betting
Job Titles
1 1,470 (43.36%) DevOps Engineer
2 507 (14.96%) AWS Engineer
3 439 (12.95%) Cloud Engineer
4 380 (11.21%) Developer
5 331 (9.76%) Senior DevOps
6 309 (9.12%) AWS DevOps
7 301 (8.88%) Senior DevOps Engineer
8 279 (8.23%) AWS DevOps Engineer
9 226 (6.67%) Software Engineer
10 222 (6.55%) Platform Engineer
11 192 (5.66%) Azure Engineer
12 182 (5.37%) Architect
12 182 (5.37%) Kubernetes Engineer
13 163 (4.81%) Infrastructure Engineer
14 143 (4.22%) Consultant
14 143 (4.22%) Lead DevOps
15 136 (4.01%) Python Engineer
16 127 (3.75%) Senior Developer
17 117 (3.45%) Linux Engineer
18 109 (3.22%) Site Reliability Engineer
Libraries, Frameworks & Software Standards
1 336 (9.91%) Web Services
2 286 (8.44%) Node.js
3 225 (6.64%) Elastic Stack
4 221 (6.52%) .NET
5 219 (6.46%) React
6 192 (5.66%) Spring
7 176 (5.19%) Kafka
8 133 (3.92%) AngularJS
9 132 (3.89%) Spring Boot
10 109 (3.22%) RabbitMQ
11 101 (2.98%) CSS
11 101 (2.98%) JSON
11 101 (2.98%) REST
12 98 (2.89%) RESTful
13 85 (2.51%) HTML
14 78 (2.30%) J2EE
15 57 (1.68%) TensorFlow
16 55 (1.62%) Vue.js
17 53 (1.56%) LAMP
18 47 (1.39%) jQuery
Miscellaneous
1 304 (8.97%) Greenfield Project
2 241 (7.11%) Public Cloud
3 144 (4.25%) Analytical Skills
4 134 (3.95%) Hybrid Cloud
5 132 (3.89%) Cloud Native
6 129 (3.81%) Linux Command Line
7 101 (2.98%) Data Centre
8 94 (2.77%) Fixed Income
9 68 (2.01%) Algorithms
10 62 (1.83%) Private Cloud
11 61 (1.80%) Self-Motivation
12 50 (1.47%) Hedge funds
13 49 (1.45%) User Experience
14 48 (1.42%) Mobile App
15 46 (1.36%) Data Structures
16 45 (1.33%) Virtual Team
17 39 (1.15%) PlayStation
18 37 (1.09%) Renewable Energy
19 36 (1.06%) Distributed Denial-of-Service
20 35 (1.03%) Blog
Operating Systems
1 1,274 (37.58%) Linux
2 595 (17.55%) Windows
3 256 (7.55%) Unix
4 151 (4.45%) Windows Server
5 148 (4.37%) CentOS
6 109 (3.22%) Red Hat Enterprise Linux
7 62 (1.83%) Ubuntu
8 35 (1.03%) Windows Server 2012
9 33 (0.97%) Mesosphere
10 28 (0.83%) Android
10 28 (0.83%) VMS
11 27 (0.80%) Apple iOS
12 19 (0.56%) Debian
13 11 (0.32%) Windows 10
14 10 (0.29%) Windows Server 2008
15 9 (0.27%) CoreOS
15 9 (0.27%) Solaris
16 5 (0.15%) Amazon Linux
16 5 (0.15%) SUSE
16 5 (0.15%) zOS
Processes & Methodologies
1 2,571 (75.84%) DevOps
2 1,414 (41.71%) Agile Software Development
3 1,018 (30.03%) Infrastructure as Code
4 725 (21.39%) Configuration Management
5 653 (19.26%) Microservices
6 635 (18.73%) Software Engineering
7 624 (18.41%) Continuous Integration
8 387 (11.42%) Test Automation
9 364 (10.74%) Continuous Delivery
10 327 (9.65%) Open Source
11 321 (9.47%) Migration
12 304 (8.97%) Problem-Solving
13 289 (8.53%) TDD
14 281 (8.29%) Site Reliability Engineering
15 278 (8.20%) Scrum
16 266 (7.85%) Fintech
17 245 (7.23%) Infrastructure Engineering
18 244 (7.20%) Analytics
19 242 (7.14%) Mentoring
20 217 (6.40%) Computer Science
Programming Languages
1 1,722 (50.80%) Python
2 963 (28.41%) Java
3 686 (20.24%) Bash Shell
4 568 (16.76%) PowerShell
5 460 (13.57%) JavaScript
6 459 (13.54%) SQL
7 448 (13.22%) Go
8 445 (13.13%) Ruby
9 248 (7.32%) C#
10 174 (5.13%) Scala
11 160 (4.72%) PHP
12 158 (4.66%) Shell Script
13 134 (3.95%) Perl
14 109 (3.22%) TypeScript
15 102 (3.01%) R
16 94 (2.77%) Java 8
17 89 (2.63%) C++
18 62 (1.83%) Groovy
19 57 (1.68%) Kotlin
20 48 (1.42%) C
Qualifications
1 249 (7.35%) Degree
2 142 (4.19%) Computer Science Degree
3 113 (3.33%) AWS Certification
4 106 (3.13%) Security Cleared
5 56 (1.65%) SC Cleared
6 27 (0.80%) Master's Degree
7 23 (0.68%) DV Cleared
8 20 (0.59%) PhD
9 18 (0.53%) RHCE
10 16 (0.47%) Microsoft Certification
11 10 (0.29%) MCSA
12 9 (0.27%) VMware Certified Professional (VCP)
13 7 (0.21%) MCSE
14 6 (0.18%) Network+ Certification
14 6 (0.18%) Postgraduate
15 4 (0.12%) ISEB
15 4 (0.12%) Oracle Certification
15 4 (0.12%) RHCSA
15 4 (0.12%) VCP6
16 3 (0.088%) CCENT
Quality Assurance & Compliance
1 118 (3.48%) QA
2 21 (0.62%) PCI DSS
3 17 (0.50%) GDPR
4 12 (0.35%) ISO/IEC 27001
5 11 (0.32%) NIST
5 11 (0.32%) SLA
6 9 (0.27%) Data Quality
7 7 (0.21%) Cyber Essentials
8 3 (0.088%) NCSC
9 2 (0.059%) COBIT
9 2 (0.059%) ISO/IEC 20000
System Software
1 2,004 (59.12%) Docker
2 153 (4.51%) VMware Infrastructure
3 143 (4.22%) Active Directory
4 81 (2.39%) Hyper-V
5 58 (1.71%) VirtualBox
6 44 (1.30%) vSphere
7 26 (0.77%) Virtual Machines
8 20 (0.59%) XenApp
9 16 (0.47%) VMware Workstation
9 16 (0.47%) Xen
10 15 (0.44%) vCloud
11 12 (0.35%) KVM
11 12 (0.35%) oVirt
12 10 (0.29%) Apache ZooKeeper
13 9 (0.27%) etcd
13 9 (0.27%) HDFS
13 9 (0.27%) VMware ESXi
13 9 (0.27%) VMware NSX
14 7 (0.21%) Ceph
14 7 (0.21%) Citrix Hypervisor
Systems Management
1 1,865 (55.01%) Kubernetes
2 1,790 (52.80%) Ansible
3 1,118 (32.98%) Puppet
4 833 (24.57%) Opscode Chef
5 287 (8.47%) Packer
6 227 (6.70%) Prometheus
7 179 (5.28%) Docker Swarm
8 167 (4.93%) Consul
9 141 (4.16%) Grafana
10 136 (4.01%) Salt
11 130 (3.83%) Nagios
12 116 (3.42%) ZABBIX
13 94 (2.77%) Rancher
14 79 (2.33%) Graphite
15 61 (1.80%) Istio
16 60 (1.77%) Kibana
17 49 (1.45%) Mesos
18 40 (1.18%) Opsview
19 36 (1.06%) HAProxy
20 33 (0.97%) Automic
Vendors
1 429 (12.65%) Google
2 347 (10.24%) Microsoft
3 234 (6.90%) VMware
4 179 (5.28%) Splunk
5 167 (4.93%) Oracle
6 101 (2.98%) Red Hat
7 85 (2.51%) Atlassian
8 78 (2.30%) Cloudera
9 66 (1.95%) AppDynamics
10 65 (1.92%) IBM
11 60 (1.77%) WorldPay
12 58 (1.71%) Cisco
12 58 (1.71%) New Relic
13 56 (1.65%) SaltStack
14 55 (1.62%) Dynatrace
15 49 (1.45%) CyberArk
16 47 (1.39%) Citrix
17 46 (1.36%) ServiceNow
18 45 (1.33%) SAP
19 42 (1.24%) Hortonworks