Period
to 14 December 2017

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 14 December 2017 with a comparison to the same period in the previous 2 years.

Terraform
UK > England
6 months to
14 Dec 2017
Same period 2016 Same period 2015
Rank 394 820 1234
Rank change year-on-year +426 +414 -
Permanent jobs citing Terraform 1316 380 42
As % of all permanent IT jobs advertised in England 0.78% 0.22% 0.021%
As % of the Systems Management category 8.90% 2.47% 0.27%
Number of salaries quoted 1127 313 29
England median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% -
10th Percentile £45,000 £46,250 £37,000
90th Percentile £90,000 £82,500 £75,500
UK median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +4.17% -

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 14789 15358 15807
As % of all permanent IT jobs advertised in England 8.79% 8.77% 7.79%
Number of salaries quoted 12236 12509 13033
England median annual salary £55,000 £51,500 £50,000
Median salary % change year-on-year +6.80% +3.00% +5.26%
10th Percentile £31,250 £31,250 £30,000
90th Percentile £82,500 £78,750 £75,000
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +6.38%

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 14 December 2017.

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 14 December 2017. 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 +322 842 £70,000 +7.69% 99
South East +197 185 £60,000 +9.09% 23
North of England +117 148 £52,500 -4.55% 18
North West +41 71 £52,500 -4.55% 11
Midlands +51 70 £57,500 -4.17% 6
Yorkshire +78 54 £52,500 -8.70% 5
West Midlands +14 45 £57,500 -8.00% 3
South West +39 43 £50,000 -25.93% 3
East Midlands +28 25 £55,000 +7.32% 3
North East +13 23 £50,000 -4.76% 2
East of England +31 21 £51,250 -21.15% 3
Terraform
UK

For the 6 months to 14 December 2017, IT jobs citing Terraform also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Terraform.

1 1047 (79.56%) DevOps
2 1018 (77.36%) Amazon AWS
3 853 (64.82%) Ansible
4 830 (63.07%) Linux
5 812 (61.70%) Docker
6 745 (56.61%) Puppet
7 675 (51.29%) Python
8 607 (46.12%) Jenkins
9 589 (44.76%) Opscode Chef
10 522 (39.67%) Agile Software Development
11 458 (34.80%) Configuration Management
12 456 (34.65%) Kubernetes
13 374 (28.42%) Java
14 354 (26.90%) Ruby
15 348 (26.44%) Continuous Integration
16 331 (25.15%) Microsoft Azure
17 316 (24.01%) Bash Shell
18 256 (19.45%) AWS CloudFormation
19 245 (18.62%) Packer
20 240 (18.24%) Git (software)
21 210 (15.96%) Windows
22 190 (14.44%) Finance
23 189 (14.36%) Go
24 187 (14.21%) Node.js
25 165 (12.54%) Amazon EC2
26 157 (11.93%) SQL
27 156 (11.85%) JavaScript
28 154 (11.70%) Elasticsearch
29 152 (11.55%) Microservices
29 152 (11.55%) 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
1 154 (11.70%) Elasticsearch
2 128 (9.73%) nginx
3 115 (8.74%) Apache
3 115 (8.74%) OpenStack
4 92 (6.99%) Apache Spark
5 85 (6.46%) Tomcat
6 57 (4.33%) Confluence
7 39 (2.96%) Jetty
8 31 (2.36%) Apache Solr
9 18 (1.37%) CMS
9 18 (1.37%) JBoss
10 17 (1.29%) Cloud Foundry
10 17 (1.29%) WebLogic
10 17 (1.29%) WebSphere
11 14 (1.06%) CloudStack
12 10 (0.76%) IIS
13 5 (0.38%) Skype for Business
14 4 (0.30%) WebSphere Application Server
15 3 (0.23%) NServiceBus
16 2 (0.15%) Exchange Server 2010
Applications
1 2 (0.15%) HipChat
Business Applications
1 4 (0.30%) R3 Corda
2 2 (0.15%) Magento
3 1 (0.076%) Oracle BPM
Cloud Services
1 1018 (77.36%) Amazon AWS
2 331 (25.15%) Microsoft Azure
3 256 (19.45%) AWS CloudFormation
4 165 (12.54%) Amazon EC2
5 140 (10.64%) Amazon S3
6 119 (9.04%) SaaS
7 110 (8.36%) Serverless
8 100 (7.60%) Google Cloud Platform
9 78 (5.93%) AWS Lambda
10 70 (5.32%) GitHub
10 70 (5.32%) Virtual Private Cloud
11 61 (4.64%) IaaS
12 54 (4.10%) PaaS
13 52 (3.95%) Amazon CloudWatch
14 51 (3.88%) Route 53
15 49 (3.72%) AWS Elastic Beanstalk
15 49 (3.72%) Cloud Computing
16 31 (2.36%) Amazon Kinesis
17 25 (1.90%) Amazon ElastiCache
17 25 (1.90%) Amazon SQS
Communications & Networking
1 102 (7.75%) Firewall
2 98 (7.45%) DNS
3 70 (5.32%) VPN
4 44 (3.34%) Internet
5 43 (3.27%) TCP/IP
6 40 (3.04%) DHCP
7 36 (2.74%) HTTP
8 33 (2.51%) IPsec
8 33 (2.51%) Kerberos
9 28 (2.13%) SSL
10 26 (1.98%) LDAP
11 23 (1.75%) BGP
12 20 (1.52%) MPLS
12 20 (1.52%) OSPF
12 20 (1.52%) RIP
13 18 (1.37%) WAN
14 16 (1.22%) VPLS
15 13 (0.99%) Network Security
16 12 (0.91%) ICMP
17 8 (0.61%) SAN
Database & Business Intelligence
1 149 (11.32%) MongoDB
2 139 (10.56%) NoSQL
3 137 (10.41%) MySQL
4 95 (7.22%) PostgreSQL
5 88 (6.69%) Big Data
6 83 (6.31%) Amazon DynamoDB
7 74 (5.62%) Hadoop
8 72 (5.47%) Apache Cassandra
9 68 (5.17%) Amazon RDS
10 58 (4.41%) Redis
11 53 (4.03%) SQL Server
12 29 (2.20%) Apache Hive
12 29 (2.20%) Relational Database
13 21 (1.60%) Riak
14 16 (1.22%) Amazon Redshift
14 16 (1.22%) HBase
14 16 (1.22%) InfluxDB
14 16 (1.22%) Neo4j
15 14 (1.06%) RDBMS
16 12 (0.91%) MariaDB
Development Applications
1 607 (46.12%) Jenkins
2 240 (18.24%) Git (software)
3 125 (9.50%) Vagrant
4 106 (8.05%) TeamCity
5 105 (7.98%) Atlassian Bamboo
6 104 (7.90%) JIRA
7 74 (5.62%) Maven
8 57 (4.33%) Hudson
9 46 (3.50%) Artifactory
9 46 (3.50%) GitLab
10 39 (2.96%) Subversion
11 34 (2.58%) Sonatype Nexus
12 32 (2.43%) Travis CI
13 31 (2.36%) Bitbucket
14 28 (2.13%) Octopus Deploy
15 22 (1.67%) Cucumber
16 20 (1.52%) GoCD
17 18 (1.37%) Gradle
18 17 (1.29%) Ant
18 17 (1.29%) Selenium
General
1 190 (14.44%) Finance
2 72 (5.47%) Banking
3 55 (4.18%) Retail
3 55 (4.18%) Telecoms
4 38 (2.89%) Games
5 36 (2.74%) Marketing
6 33 (2.51%) Manufacturing
7 30 (2.28%) Publishing
8 28 (2.13%) Electronics
9 24 (1.82%) Legal
10 13 (0.99%) Advertising
11 11 (0.84%) Law
12 8 (0.61%) Financial Institution
13 7 (0.53%) Automotive
13 7 (0.53%) Investment Banking
13 7 (0.53%) Online Betting
14 6 (0.46%) Pharmaceutical
15 2 (0.15%) French Language
15 2 (0.15%) Multimedia
Job Titles
1 729 (55.40%) DevOps Engineer
2 230 (17.48%) AWS DevOps
3 227 (17.25%) AWS Engineer
4 178 (13.53%) AWS DevOps Engineer
5 163 (12.39%) Linux/Unix DevOps
6 155 (11.78%) Linux Engineer
7 142 (10.79%) Developer
8 135 (10.26%) Linux DevOps Engineer
9 134 (10.18%) Senior DevOps
10 116 (8.81%) Cloud Engineer
11 101 (7.67%) Senior DevOps Engineer
12 74 (5.62%) Senior Developer
13 66 (5.02%) Lead DevOps
14 63 (4.79%) Architect
15 50 (3.80%) Administrator
15 50 (3.80%) Software Engineer
15 50 (3.80%) Systems Engineer
16 49 (3.72%) Consultant
16 49 (3.72%) Systems Administrator
17 48 (3.65%) Java Developer
Libraries, Frameworks & Software Standards
1 187 (14.21%) Node.js
2 145 (11.02%) Elastic Stack
3 137 (10.41%) Web Services
4 130 (9.88%) .NET
5 73 (5.55%) Kafka
6 56 (4.26%) REST
7 55 (4.18%) React
8 53 (4.03%) RabbitMQ
9 51 (3.88%) Spring
10 49 (3.72%) HTML
11 43 (3.27%) AngularJS
12 42 (3.19%) LAMP
13 40 (3.04%) .NET Core
14 36 (2.74%) JSON
15 35 (2.66%) HTML5
16 34 (2.58%) RESTful
17 33 (2.51%) Spring Boot
18 31 (2.36%) Aurelia
19 30 (2.28%) Lambda Expressions
19 30 (2.28%) LEMP Stack
Miscellaneous
1 106 (8.05%) Fintech
2 82 (6.23%) Public Cloud
3 60 (4.56%) Analytical Skills
3 60 (4.56%) Computer Science
4 45 (3.42%) Greenfield Project
5 42 (3.19%) Data Centre
6 28 (2.13%) Clustering
7 25 (1.90%) Private Cloud
8 24 (1.82%) Cyberthreat
8 24 (1.82%) Management Information System
9 21 (1.60%) Virtual Team
10 20 (1.52%) PKI
11 15 (1.14%) Enterprise Software
12 12 (0.91%) Hybrid Cloud
13 11 (0.84%) Linux Command Line
14 8 (0.61%) Mobile App
15 6 (0.46%) Digital TV
16 5 (0.38%) Hedge funds
16 5 (0.38%) Replication
16 5 (0.38%) STB
Operating Systems
1 830 (63.07%) Linux
2 210 (15.96%) Windows
3 150 (11.40%) Unix
4 147 (11.17%) CentOS
5 86 (6.53%) Red Hat Enterprise Linux
6 73 (5.55%) Ubuntu
7 67 (5.09%) Windows Server
8 34 (2.58%) Debian
9 31 (2.36%) Windows Server 2012
10 16 (1.22%) CoreOS
11 12 (0.91%) Windows Server 2008
12 5 (0.38%) Android
12 5 (0.38%) DC/OS
13 4 (0.30%) Apple iOS
14 2 (0.15%) Amazon Linux
14 2 (0.15%) Fedora
14 2 (0.15%) Mesosphere
15 1 (0.076%) AIX
15 1 (0.076%) Oracle Linux
15 1 (0.076%) Solaris
Processes & Methodologies
1 1047 (79.56%) DevOps
2 522 (39.67%) Agile Software Development
3 458 (34.80%) Configuration Management
4 348 (26.44%) Continuous Integration
5 152 (11.55%) Microservices
6 150 (11.40%) Scrum
7 149 (11.32%) Open Source
8 138 (10.49%) TDD
9 126 (9.57%) Software Engineering
10 122 (9.27%) Continuous Delivery
11 92 (6.99%) Migration
12 91 (6.91%) Test Automation
13 78 (5.93%) Continuous Deployment
14 72 (5.47%) Auto-Scaling
14 72 (5.47%) E-Commerce
15 71 (5.40%) Unit Testing
16 64 (4.86%) Mentoring
17 58 (4.41%) Kanban
18 57 (4.33%) ITIL
19 55 (4.18%) Machine Learning
Programming Languages
1 675 (51.29%) Python
2 374 (28.42%) Java
3 354 (26.90%) Ruby
4 316 (24.01%) Bash Shell
5 189 (14.36%) Go
6 157 (11.93%) SQL
7 156 (11.85%) JavaScript
8 141 (10.71%) C#
9 130 (9.88%) Perl
10 115 (8.74%) PowerShell
11 82 (6.23%) PHP
12 72 (5.47%) Shell Script
13 67 (5.09%) Scala
14 32 (2.43%) ES6
15 18 (1.37%) C++
16 16 (1.22%) Groovy
17 14 (1.06%) R
17 14 (1.06%) TypeScript
18 11 (0.84%) Clojure
19 10 (0.76%) PHP 5
Qualifications
1 73 (5.55%) Degree
2 59 (4.48%) Security Cleared
3 41 (3.12%) AWS Certification
3 41 (3.12%) SC Cleared
4 31 (2.36%) Computer Science Degree
5 20 (1.52%) Master's Degree
6 7 (0.53%) OCP
6 7 (0.53%) Oracle Certification
7 5 (0.38%) RHCE
8 3 (0.23%) CESG Certified Professional
8 3 (0.23%) Numerate Degree
9 2 (0.15%) ITIL Certification
9 2 (0.15%) MCSE
9 2 (0.15%) Microsoft Certification
9 2 (0.15%) Six Sigma Black Belt
10 1 (0.076%) CEH
10 1 (0.076%) CISM
10 1 (0.076%) CISSP
10 1 (0.076%) DV Cleared
10 1 (0.076%) RHCSA
Quality Assurance & Compliance
1 23 (1.75%) QA
2 21 (1.60%) GCP
3 18 (1.37%) PCI DSS
4 17 (1.29%) ISO/IEC 27001
5 16 (1.22%) HIPAA
6 3 (0.23%) SLA
7 2 (0.15%) Sarbanes-Oxley
7 2 (0.15%) SSAE 16
System Software
1 812 (61.70%) Docker
2 65 (4.94%) VMware Infrastructure
3 42 (3.19%) Active Directory
4 41 (3.12%) LXC
5 32 (2.43%) vSphere
6 28 (2.13%) Xen
7 18 (1.37%) Hyper-V
8 17 (1.29%) Varnish
9 15 (1.14%) Virtual Machines
10 13 (0.99%) HDFS
10 13 (0.99%) XenServer
11 10 (0.76%) KVM
12 9 (0.68%) Apache ZooKeeper
13 8 (0.61%) VirtualBox
14 7 (0.53%) Veritas Cluster Server
15 6 (0.46%) VMware ESXi
16 5 (0.38%) Apache Flume
16 5 (0.38%) NFS
17 4 (0.30%) Virtual Servers
18 3 (0.23%) GlusterFS
Systems Management
1 853 (64.82%) Ansible
2 745 (56.61%) Puppet
3 589 (44.76%) Opscode Chef
4 456 (34.65%) Kubernetes
5 245 (18.62%) Packer
6 91 (6.91%) Nagios
7 80 (6.08%) Salt
8 71 (5.40%) Kibana
9 65 (4.94%) Grafana
10 56 (4.26%) Consul
10 56 (4.26%) Docker Swarm
11 50 (3.80%) logstash
12 48 (3.65%) Mesos
13 36 (2.74%) ZABBIX
14 28 (2.13%) Prometheus
15 22 (1.67%) Cobbler
16 20 (1.52%) SCOM
16 20 (1.52%) Tivoli
17 18 (1.37%) rkt
18 15 (1.14%) Rancher
Vendors
1 152 (11.55%) Google
2 149 (11.32%) Red Hat
3 119 (9.04%) VMware
4 99 (7.52%) Microsoft
5 70 (5.32%) New Relic
6 60 (4.56%) Oracle
7 44 (3.34%) ServiceNow
8 39 (2.96%) SaltStack
9 31 (2.36%) Splunk
10 28 (2.13%) SAP
11 26 (1.98%) Atlassian
12 18 (1.37%) Cisco
12 18 (1.37%) IBM
13 11 (0.84%) F5
14 10 (0.76%) AppDynamics
14 10 (0.76%) EnterpriseDB
15 9 (0.68%) Databricks
16 8 (0.61%) Hortonworks
16 8 (0.61%) Rackspace
17 6 (0.46%) NetApp