Period
to 27 May 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 27 May 2019 with a comparison to the same period in the previous 2 years.

Terraform
UK > England
6 months to
27 May 2019
Same period 2018 Same period 2017
Rank 157 275 589
Rank change year-on-year +118 +314 +517
Permanent jobs citing Terraform 3,000 1,960 684
As % of all permanent IT jobs advertised in England 2.25% 1.22% 0.43%
As % of the Systems Management category 17.86% 12.18% 4.80%
Number of salaries quoted 2,304 1,631 526
England median annual salary £70,000 £65,000 £65,000
Median salary % change year-on-year +7.69% - -3.70%
10th Percentile £43,750 £45,000 £46,250
90th Percentile £97,500 £93,750 £88,750
UK median annual salary £70,000 £65,000 £65,000
% change year-on-year +7.69% - -3.70%

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 16,793 16,097 14,262
As % of all permanent IT jobs advertised in England 12.60% 9.98% 8.87%
Number of salaries quoted 13,008 12,866 11,618
England median annual salary £60,000 £55,000 £52,500
Median salary % change year-on-year +9.09% +4.76% +5.00%
10th Percentile £33,000 £32,000 £30,750
90th Percentile £90,000 £85,000 £81,250
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 27 May 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 27 May 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 +93 1,847 £75,000 +7.14% 126
South East +161 399 £62,500 +2.04% 11
North of England +89 364 £55,000 -4.35% 37
North West +63 186 £57,500 -4.17% 19
Yorkshire +68 146 £52,500 - 14
Midlands +59 142 £57,500 +15.00% 11
East of England +122 109 £55,000 +7.32% 10
South West +73 108 £62,000 +48.50% 10
West Midlands +70 106 £55,000 - 9
East Midlands +19 36 £57,500 +15.00% 2
North East +27 32 £50,000 -13.04% 4
Terraform
UK

For the 6 months to 27 May 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 2,341 (78.03%) DevOps
2 2,226 (74.20%) Amazon AWS
3 1,773 (59.10%) Docker
4 1,618 (53.93%) Ansible
5 1,497 (49.90%) Kubernetes
6 1,446 (48.20%) Linux
7 1,403 (46.77%) Python
8 1,329 (44.30%) Agile Software Development
9 1,213 (40.43%) Microsoft Azure
10 1,185 (39.50%) Jenkins
11 1,083 (36.10%) Puppet
12 906 (30.20%) Infrastructure as Code
13 859 (28.63%) Java
14 738 (24.60%) Opscode Chef
15 730 (24.33%) Git (software)
16 668 (22.27%) Google Cloud Platform
17 619 (20.63%) Windows
18 617 (20.57%) Software Engineering
19 584 (19.47%) AWS CloudFormation
20 582 (19.40%) Bash Shell
21 581 (19.37%) Configuration Management
22 571 (19.03%) Continuous Integration
23 547 (18.23%) Microservices
24 520 (17.33%) Finance
25 480 (16.00%) Ruby
26 451 (15.03%) PowerShell
27 407 (13.57%) Open Source
28 399 (13.30%) Continuous Delivery
29 397 (13.23%) Microsoft
30 379 (12.63%) 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
1 212 (7.07%) Elasticsearch
2 146 (4.87%) Apache Spark
3 135 (4.50%) Apache
4 102 (3.40%) Confluence
5 94 (3.13%) nginx
6 64 (2.13%) OpenStack
7 53 (1.77%) SAS
8 52 (1.73%) Tomcat
9 51 (1.70%) IIS
10 32 (1.07%) Cloud Foundry
11 30 (1.00%) SharePoint
12 18 (0.60%) Adobe Experience Manager
13 17 (0.57%) Skype for Business
14 15 (0.50%) Apache Pig
14 15 (0.50%) Apache Solr
15 14 (0.47%) Apache Airflow
16 11 (0.37%) Drupal
17 10 (0.33%) Jetty
17 10 (0.33%) Jupyter
18 8 (0.27%) Mule
Applications
1 15 (0.50%) Fireworks
2 7 (0.23%) Microsoft PowerPoint
3 3 (0.10%) Chatbot
3 3 (0.10%) Microsoft Office
4 2 (0.067%) Microsoft Excel
5 1 (0.033%) HipChat
Business Applications
1 31 (1.03%) Payment Gateway
2 7 (0.23%) SAP CO
2 7 (0.23%) SAP FI
2 7 (0.23%) SAP FI/CO
2 7 (0.23%) SAP IS-U
3 6 (0.20%) NetSuite
4 2 (0.067%) PolarLake
4 2 (0.067%) Remedy ITSM
5 1 (0.033%) Magento
5 1 (0.033%) PeopleSoft Financials
5 1 (0.033%) PeopleSoft HCM
5 1 (0.033%) Quorum
Cloud Services
1 2,226 (74.20%) Amazon AWS
2 1,213 (40.43%) Microsoft Azure
3 668 (22.27%) Google Cloud Platform
4 584 (19.47%) AWS CloudFormation
5 342 (11.40%) Serverless
6 285 (9.50%) Amazon EC2
6 285 (9.50%) AWS Lambda
7 280 (9.33%) Amazon S3
8 244 (8.13%) IaaS
9 237 (7.90%) GitHub
10 194 (6.47%) PaaS
11 137 (4.57%) SaaS
12 126 (4.20%) Amazon CloudWatch
13 125 (4.17%) OpenShift
14 121 (4.03%) Amazon SQS
15 120 (4.00%) Virtual Private Cloud
16 112 (3.73%) AWS Elastic Beanstalk
17 96 (3.20%) Cloud Computing
18 83 (2.77%) Datadog
19 62 (2.07%) CloudFront
Communications & Networking
1 167 (5.57%) Firewall
2 117 (3.90%) TCP/IP
3 114 (3.80%) DNS
4 65 (2.17%) VPN
5 51 (1.70%) Internet
6 45 (1.50%) HTTP
7 37 (1.23%) DHCP
8 35 (1.17%) SSL
9 33 (1.10%) WAN
10 31 (1.03%) Skype
11 26 (0.87%) LAN
12 24 (0.80%) Network Security
13 23 (0.77%) BGP
14 18 (0.60%) VLAN
15 16 (0.53%) BIG-IP
15 16 (0.53%) Cisco ASA
16 12 (0.40%) VRRP
17 11 (0.37%) Remote Desktop
17 11 (0.37%) SAN
18 10 (0.33%) Cisco Nexus
Database & Business Intelligence
1 229 (7.63%) Big Data
2 223 (7.43%) PostgreSQL
3 216 (7.20%) MySQL
4 214 (7.13%) Amazon RDS
5 182 (6.07%) Amazon Redshift
6 175 (5.83%) NoSQL
7 162 (5.40%) SQL Server
8 153 (5.10%) Hadoop
9 141 (4.70%) MongoDB
10 86 (2.87%) Apache Cassandra
11 84 (2.80%) Amazon DynamoDB
12 72 (2.40%) Redis
13 71 (2.37%) Blockchain
14 69 (2.30%) Relational Database
15 67 (2.23%) Azure SQL Database
16 57 (1.90%) Data Warehouse
17 51 (1.70%) Pentaho
18 37 (1.23%) MariaDB
19 31 (1.03%) Impala
20 29 (0.97%) Amazon Athena
Development Applications
1 1,185 (39.50%) Jenkins
2 730 (24.33%) Git (software)
3 261 (8.70%) Atlassian Bamboo
4 253 (8.43%) GitLab
5 243 (8.10%) TeamCity
6 193 (6.43%) Octopus Deploy
7 157 (5.23%) Bitbucket
8 148 (4.93%) JIRA
9 144 (4.80%) Maven
10 131 (4.37%) Artifactory
11 120 (4.00%) Travis CI
12 104 (3.47%) Vagrant
13 96 (3.20%) Team Foundation Server
14 90 (3.00%) Selenium
15 74 (2.47%) Visual Studio Team System
16 66 (2.20%) Subversion
17 64 (2.13%) GoCD
18 63 (2.10%) CircleCI
19 53 (1.77%) IBM UrbanCode
20 49 (1.63%) Gradle
General
1 520 (17.33%) Finance
2 174 (5.80%) Retail
3 163 (5.43%) Banking
4 68 (2.27%) Games
5 62 (2.07%) Publishing
6 60 (2.00%) Marketing
7 47 (1.57%) Front Office
7 47 (1.57%) Law
7 47 (1.57%) Telecoms
8 30 (1.00%) Electronics
9 20 (0.67%) Manufacturing
10 12 (0.40%) Advertising
10 12 (0.40%) Financial Institution
10 12 (0.40%) Investment Banking
11 10 (0.33%) Pharmaceutical
12 7 (0.23%) Back Office
13 6 (0.20%) Retail Banking
14 5 (0.17%) Automotive
14 5 (0.17%) Legal
15 3 (0.10%) International Banking
Job Titles
1 1,297 (43.23%) DevOps Engineer
2 504 (16.80%) AWS Engineer
3 380 (12.67%) Cloud Engineer
4 374 (12.47%) AWS DevOps
5 339 (11.30%) Senior DevOps
6 306 (10.20%) Developer
7 298 (9.93%) AWS DevOps Engineer
8 282 (9.40%) Senior DevOps Engineer
9 191 (6.37%) Software Engineer
10 184 (6.13%) Infrastructure Engineer
10 184 (6.13%) Platform Engineer
11 162 (5.40%) Consultant
12 150 (5.00%) Azure Engineer
13 145 (4.83%) Linux Engineer
14 141 (4.70%) Architect
15 136 (4.53%) Java Engineer
16 127 (4.23%) Lead DevOps
17 112 (3.73%) Java Software Engineer
18 109 (3.63%) Kubernetes Engineer
18 109 (3.63%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 374 (12.47%) Web Services
2 306 (10.20%) Elastic Stack
3 279 (9.30%) Node.js
4 252 (8.40%) .NET
5 244 (8.13%) Kafka
6 198 (6.60%) Spring
7 182 (6.07%) React
8 139 (4.63%) AngularJS
9 119 (3.97%) RESTful
10 111 (3.70%) RabbitMQ
11 104 (3.47%) Spring Boot
12 94 (3.13%) J2EE
13 91 (3.03%) REST
14 84 (2.80%) HTML
15 80 (2.67%) ASP.NET
16 78 (2.60%) JSON
17 76 (2.53%) CSS
18 73 (2.43%) .NET Core
19 60 (2.00%) Vue.js
20 47 (1.57%) Django
Miscellaneous
1 236 (7.87%) Fintech
2 202 (6.73%) Public Cloud
3 155 (5.17%) Greenfield Project
4 142 (4.73%) Hybrid Cloud
5 121 (4.03%) Data Centre
6 117 (3.90%) Linux Command Line
7 90 (3.00%) Cloud Native
8 79 (2.63%) Analytical Skills
9 67 (2.23%) Enterprise Software
10 62 (2.07%) Mobile App
11 49 (1.63%) User Experience
12 44 (1.47%) Algorithms
13 41 (1.37%) Self-Motivation
14 35 (1.17%) Virtual Team
15 34 (1.13%) Private Cloud
16 30 (1.00%) Hedge funds
17 28 (0.93%) PlayStation
17 28 (0.93%) Replication
17 28 (0.93%) Robotics
18 25 (0.83%) Blog
Operating Systems
1 1,446 (48.20%) Linux
2 619 (20.63%) Windows
3 173 (5.77%) Unix
4 164 (5.47%) Windows Server
5 143 (4.77%) CentOS
6 128 (4.27%) Ubuntu
7 119 (3.97%) Red Hat Enterprise Linux
8 38 (1.27%) Apple iOS
9 30 (1.00%) Android
10 27 (0.90%) Mesosphere
11 25 (0.83%) Windows Server 2008
12 20 (0.67%) DC/OS
13 19 (0.63%) Solaris
14 16 (0.53%) SUSE
15 15 (0.50%) Amazon Linux
15 15 (0.50%) Windows Server 2012
16 11 (0.37%) Debian
16 11 (0.37%) Fedora
17 10 (0.33%) VMS
18 8 (0.27%) Mac OS
Processes & Methodologies
1 2,341 (78.03%) DevOps
2 1,329 (44.30%) Agile Software Development
3 906 (30.20%) Infrastructure as Code
4 617 (20.57%) Software Engineering
5 581 (19.37%) Configuration Management
6 571 (19.03%) Continuous Integration
7 547 (18.23%) Microservices
8 407 (13.57%) Open Source
9 399 (13.30%) Continuous Delivery
10 347 (11.57%) Test Automation
11 305 (10.17%) Mentoring
12 291 (9.70%) Scrum
13 264 (8.80%) Migration
14 260 (8.67%) Infrastructure Engineering
15 246 (8.20%) TDD
16 241 (8.03%) Analytics
17 207 (6.90%) Problem-Solving
18 201 (6.70%) Deployment Automation
19 186 (6.20%) Artificial Intelligence
20 177 (5.90%) SDLC
Programming Languages
1 1,403 (46.77%) Python
2 859 (28.63%) Java
3 582 (19.40%) Bash Shell
4 480 (16.00%) Ruby
5 451 (15.03%) PowerShell
6 379 (12.63%) SQL
7 377 (12.57%) JavaScript
8 353 (11.77%) Go
9 232 (7.73%) C#
10 170 (5.67%) PHP
11 136 (4.53%) Scala
12 132 (4.40%) Shell Script
13 110 (3.67%) Perl
14 106 (3.53%) Groovy
15 83 (2.77%) TypeScript
16 82 (2.73%) C++
17 56 (1.87%) Java 8
18 43 (1.43%) C
19 39 (1.30%) PL/SQL
20 29 (0.97%) Clojure
Qualifications
1 206 (6.87%) Degree
2 121 (4.03%) AWS Certification
3 100 (3.33%) Computer Science Degree
4 99 (3.30%) Security Cleared
5 82 (2.73%) SC Cleared
6 50 (1.67%) Microsoft Certification
7 49 (1.63%) RHCE
8 38 (1.27%) Numerate Degree
9 32 (1.07%) RHCSA
10 24 (0.80%) Cisco Certification
11 23 (0.77%) DV Cleared
12 20 (0.67%) ITIL Certification
13 19 (0.63%) CCNA
14 17 (0.57%) CISSP
15 16 (0.53%) MCSE
16 14 (0.47%) PhD
16 14 (0.47%) Postgraduate
17 12 (0.40%) MCSA
18 11 (0.37%) BPSS Clearance
19 8 (0.27%) Network+ Certification
Quality Assurance & Compliance
1 139 (4.63%) QA
2 20 (0.67%) ISO/IEC 27001
3 14 (0.47%) GDPR
4 13 (0.43%) PCI DSS
5 11 (0.37%) SLA
6 10 (0.33%) ISO/IEC 20000
7 8 (0.27%) Data Quality
8 3 (0.10%) HIPAA
9 2 (0.067%) FedRAMP
9 2 (0.067%) FISMA
9 2 (0.067%) PSD2
9 2 (0.067%) WCAG
10 1 (0.033%) COBIT
System Software
1 1,773 (59.10%) Docker
2 144 (4.80%) VMware Infrastructure
3 127 (4.23%) Active Directory
4 101 (3.37%) Hyper-V
5 53 (1.77%) Virtual Machines
6 52 (1.73%) VirtualBox
7 29 (0.97%) RHEV
7 29 (0.97%) vSphere
8 27 (0.90%) oVirt
9 25 (0.83%) KVM
10 16 (0.53%) Xen
10 16 (0.53%) XenApp
11 15 (0.50%) Varnish
11 15 (0.50%) XenDesktop
12 14 (0.47%) VMware NSX
13 13 (0.43%) Apache ZooKeeper
14 12 (0.40%) Squid
15 11 (0.37%) etcd
16 10 (0.33%) Slurm Workload Manager
17 7 (0.23%) VMware ESXi
Systems Management
1 1,618 (53.93%) Ansible
2 1,497 (49.90%) Kubernetes
3 1,083 (36.10%) Puppet
4 738 (24.60%) Opscode Chef
5 267 (8.90%) Packer
6 188 (6.27%) Prometheus
7 165 (5.50%) Docker Swarm
8 147 (4.90%) Consul
9 118 (3.93%) Grafana
10 101 (3.37%) Nagios
11 86 (2.87%) Salt
12 73 (2.43%) Rancher
13 67 (2.23%) Kibana
14 53 (1.77%) ZABBIX
15 49 (1.63%) Mesos
16 46 (1.53%) Opsview
17 43 (1.43%) Graphite
18 36 (1.20%) HAProxy
19 34 (1.13%) Rundeck
20 32 (1.07%) logstash
Vendors
1 397 (13.23%) Microsoft
2 332 (11.07%) Google
3 198 (6.60%) Oracle
4 196 (6.53%) VMware
5 136 (4.53%) Splunk
6 134 (4.47%) Red Hat
7 82 (2.73%) New Relic
8 61 (2.03%) SaltStack
9 54 (1.80%) Atlassian
9 54 (1.80%) Cloudera
10 52 (1.73%) Cisco
10 52 (1.73%) Databricks
11 42 (1.40%) Citrix
12 40 (1.33%) IBM
12 40 (1.33%) ServiceNow
13 37 (1.23%) WorldPay
14 30 (1.00%) AppDynamics
15 28 (0.93%) Rackspace
15 28 (0.93%) SAP
16 26 (0.87%) RedGate