Period
to 22 February 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 22 February 2020 with a comparison to the same period in the previous 2 years.

Terraform
UK > England
6 months to
22 Feb 2020
Same period 2019 Same period 2018
Rank 112 196 349
Rank change year-on-year +84 +153 +369
Permanent jobs citing Terraform 3,205 2,504 1,516
As % of all permanent IT jobs advertised in England 2.82% 1.78% 0.92%
As % of the Systems Management category 21.87% 15.37% 9.81%
Number of salaries quoted 2,493 1,976 1,283
England median annual salary £72,000 £67,500 £65,000
Median salary % change year-on-year +6.67% +3.85% -
10th Percentile £45,000 £45,000 £42,500
90th Percentile £100,000 £91,250 £87,500
UK median annual salary £70,000 £67,500 £65,000
% change year-on-year +3.70% +3.85% -

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 14,654 16,287 15,449
As % of all permanent IT jobs advertised in England 12.92% 11.59% 9.37%
Number of salaries quoted 11,293 12,780 12,614
England median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.76%
10th Percentile £32,500 £33,000 £31,250
90th Percentile £95,000 £88,750 £82,500
UK median annual salary £60,000 £57,500 £52,635
% change year-on-year +4.35% +9.24% +2.20%

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 February 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 22 February 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 +68 2,068 £80,000 +6.67% 384
North of England +75 413 £57,500 - 119
South East +77 365 £66,500 +6.40% 79
North West +48 208 £60,000 +4.35% 63
Yorkshire +54 174 £57,500 +4.55% 44
Midlands +68 158 £60,000 +4.35% 62
West Midlands +70 125 £60,000 +17.07% 45
South West +44 112 £58,750 -2.08% 29
East of England +32 58 £61,250 -5.77% 61
East Midlands +22 33 £75,000 +17.65% 16
North East +32 31 £40,000 -20.00% 12
Terraform
UK

For the 6 months to 22 February 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 2,309 (72.04%) DevOps
2 2,156 (67.27%) AWS
3 1,867 (58.25%) Docker
4 1,720 (53.67%) Kubernetes
5 1,683 (52.51%) Ansible
6 1,568 (48.92%) Python
7 1,318 (41.12%) Agile Software Development
8 1,266 (39.50%) Azure
9 1,124 (35.07%) Linux
10 1,033 (32.23%) Jenkins
11 952 (29.70%) Infrastructure as Code
12 943 (29.42%) Puppet
13 849 (26.49%) Java
14 722 (22.53%) GCP
15 678 (21.15%) Opscode Chef
16 666 (20.78%) Configuration Management
17 663 (20.69%) Finance
18 598 (18.66%) Continuous Integration
19 596 (18.60%) Bash Shell
20 563 (17.57%) PowerShell
21 562 (17.54%) Windows
21 562 (17.54%) Software Engineering
22 555 (17.32%) AWS CloudFormation
23 524 (16.35%) Microservices
24 495 (15.44%) Git (software)
25 464 (14.48%) JavaScript
26 444 (13.85%) SQL
27 409 (12.76%) Google
28 380 (11.86%) Go
29 375 (11.70%) Ruby

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
1 148 (4.62%) Confluence
2 142 (4.43%) Apache Spark
3 107 (3.34%) Elasticsearch
4 88 (2.75%) IIS
5 84 (2.62%) Apache
6 75 (2.34%) OpenStack
7 74 (2.31%) Tomcat
8 57 (1.78%) nginx
9 34 (1.06%) Cloud Foundry
10 24 (0.75%) Apache Airflow
11 21 (0.66%) CMS
12 18 (0.56%) SharePoint
13 17 (0.53%) SAS
14 14 (0.44%) Adobe Experience Manager
14 14 (0.44%) Headless CMS
15 11 (0.34%) Apache Solr
15 11 (0.34%) WebSphere
16 8 (0.25%) Skype for Business
17 7 (0.22%) WebLogic
18 6 (0.19%) JBoss
Applications
1 3 (0.094%) Adobe Illustrator
1 3 (0.094%) HipChat
2 2 (0.062%) Windchill
3 1 (0.031%) Chatbot
Business Applications
1 30 (0.94%) Payment Gateway
2 4 (0.12%) Sentinel
3 3 (0.094%) SAP BPC
4 2 (0.062%) NetSuite
4 2 (0.062%) OpenCart
5 1 (0.031%) Dynamics CRM
Cloud Services
1 2,156 (67.27%) AWS
2 1,266 (39.50%) Azure
3 722 (22.53%) GCP
4 555 (17.32%) AWS CloudFormation
5 373 (11.64%) Serverless
6 282 (8.80%) AWS Lambda
7 275 (8.58%) Amazon EC2
8 263 (8.21%) PaaS
9 251 (7.83%) Amazon ECS
10 233 (7.27%) Amazon S3
11 232 (7.24%) IaaS
12 224 (6.99%) GitHub
13 222 (6.93%) OpenShift
14 165 (5.15%) SaaS
15 136 (4.24%) Virtual Private Cloud
16 112 (3.49%) Amazon SQS
17 109 (3.40%) Amazon EKS
18 105 (3.28%) Cloud Computing
19 97 (3.03%) Amazon CloudWatch
20 71 (2.22%) Datadog
Communications & Networking
1 179 (5.59%) Firewall
2 148 (4.62%) DNS
3 114 (3.56%) TCP/IP
4 85 (2.65%) VPN
5 76 (2.37%) Internet
6 45 (1.40%) BGP
7 39 (1.22%) WAN
8 37 (1.15%) DHCP
8 37 (1.15%) SSL
9 35 (1.09%) HTTP
10 29 (0.90%) SAN
11 25 (0.78%) LAN
12 20 (0.62%) DMZ
13 18 (0.56%) Cisco ASA
13 18 (0.56%) OSPF
14 15 (0.47%) FTP
14 15 (0.47%) SMTP
15 12 (0.37%) Cisco IOS
15 12 (0.37%) SSH
15 12 (0.37%) VPLS
Database & Business Intelligence
1 244 (7.61%) PostgreSQL
2 223 (6.96%) NoSQL
3 214 (6.68%) Amazon RDS
4 178 (5.55%) Big Data
5 163 (5.09%) Amazon Redshift
6 160 (4.99%) SQL Server
7 140 (4.37%) Hadoop
8 138 (4.31%) MySQL
9 96 (3.00%) Amazon DynamoDB
10 83 (2.59%) Redis
11 70 (2.18%) Relational Database
12 65 (2.03%) Amazon Athena
13 62 (1.93%) Apache Cassandra
14 61 (1.90%) MongoDB
15 60 (1.87%) Neo4j
16 46 (1.44%) Azure SQL Database
17 31 (0.97%) RDBMS
18 28 (0.87%) Blockchain
19 24 (0.75%) Electronic Patient Records
19 24 (0.75%) Pentaho
Development Applications
1 1,033 (32.23%) Jenkins
2 495 (15.44%) Git (software)
3 235 (7.33%) JIRA
4 227 (7.08%) TeamCity
5 225 (7.02%) Atlassian Bamboo
6 170 (5.30%) GitLab
7 157 (4.90%) Octopus Deploy
8 152 (4.74%) Artifactory
9 145 (4.52%) Maven
10 141 (4.40%) Bitbucket
11 140 (4.37%) Vagrant
12 121 (3.78%) CircleCI
13 91 (2.84%) Selenium
14 86 (2.68%) SonarQube
15 75 (2.34%) Sonatype Nexus
16 63 (1.97%) JUnit
17 62 (1.93%) Team Foundation Server
18 54 (1.68%) Gradle
19 48 (1.50%) Cucumber
20 46 (1.44%) Visual Studio Team System
General
1 663 (20.69%) Finance
2 256 (7.99%) Banking
3 163 (5.09%) Retail
4 87 (2.71%) Front Office
5 80 (2.50%) Public Sector
6 50 (1.56%) Investment Banking
7 46 (1.44%) Games
8 43 (1.34%) Manufacturing
9 34 (1.06%) Automotive
9 34 (1.06%) Law
10 32 (1.00%) Marketing
11 29 (0.90%) Telecoms
12 27 (0.84%) Billing
13 22 (0.69%) Financial Institution
14 18 (0.56%) Advertising
15 14 (0.44%) Electronics
16 8 (0.25%) Legal
16 8 (0.25%) Retail Banking
17 7 (0.22%) Back Office
18 6 (0.19%) Online Betting
Job Titles
1 1,349 (42.09%) DevOps Engineer
2 466 (14.54%) AWS Engineer
3 374 (11.67%) Cloud Engineer
4 365 (11.39%) Developer
5 260 (8.11%) AWS DevOps
6 243 (7.58%) AWS DevOps Engineer
7 234 (7.30%) Senior DevOps
8 230 (7.18%) Platform Engineer
9 217 (6.77%) Senior DevOps Engineer
10 203 (6.33%) Software Engineer
11 196 (6.12%) Architect
12 177 (5.52%) Azure Engineer
13 171 (5.34%) Kubernetes Engineer
14 155 (4.84%) Infrastructure Engineer
15 135 (4.21%) Python Engineer
16 133 (4.15%) Senior Developer
17 117 (3.65%) Lead DevOps
18 113 (3.53%) Senior Software Engineer
18 113 (3.53%) Site Reliability Engineer
19 108 (3.37%) Data Engineer
Libraries, Frameworks & Software Standards
1 336 (10.48%) Web Services
2 323 (10.08%) Node.js
3 281 (8.77%) React
4 261 (8.14%) .NET
5 190 (5.93%) AngularJS
6 187 (5.83%) Kafka
7 182 (5.68%) Spring
8 176 (5.49%) Elastic Stack
9 132 (4.12%) REST
10 122 (3.81%) CSS
11 101 (3.15%) RESTful
12 98 (3.06%) Spring Boot
13 93 (2.90%) HTML
14 88 (2.75%) JSON
15 75 (2.34%) Redux
16 72 (2.25%) RabbitMQ
17 61 (1.90%) Vue.js
18 55 (1.72%) TensorFlow
19 54 (1.68%) Spark Streaming
20 47 (1.47%) GraphQL
Miscellaneous
1 246 (7.68%) Greenfield Project
2 232 (7.24%) Public Cloud
3 141 (4.40%) Cloud Native
4 113 (3.53%) Analytical Skills
4 113 (3.53%) Hybrid Cloud
5 96 (3.00%) Linux Command Line
6 81 (2.53%) Fixed Income
7 80 (2.50%) Data Centre
8 69 (2.15%) Blog
9 68 (2.12%) Self-Motivation
10 63 (1.97%) Mobile App
11 55 (1.72%) Hedge funds
12 53 (1.65%) Private Cloud
13 46 (1.44%) User Experience
14 44 (1.37%) Derivative
15 43 (1.34%) Foreign Exchange (FX)
16 38 (1.19%) Data Structures
17 37 (1.15%) Enterprise Cloud
18 36 (1.12%) Algorithms
18 36 (1.12%) Equities
Operating Systems
1 1,124 (35.07%) Linux
2 562 (17.54%) Windows
3 193 (6.02%) Unix
4 147 (4.59%) Windows Server
5 119 (3.71%) Red Hat Enterprise Linux
6 106 (3.31%) CentOS
7 44 (1.37%) Windows Server 2012
8 41 (1.28%) Ubuntu
9 32 (1.00%) VMS
10 23 (0.72%) Debian
11 21 (0.66%) Android
12 20 (0.62%) Apple iOS
12 20 (0.62%) CoreOS
12 20 (0.62%) Mesosphere
13 13 (0.41%) Windows 10
14 12 (0.37%) Windows Server 2008
15 10 (0.31%) zOS
16 9 (0.28%) Mac OS
16 9 (0.28%) Solaris
17 3 (0.094%) Amazon Linux
Processes & Methodologies
1 2,309 (72.04%) DevOps
2 1,318 (41.12%) Agile Software Development
3 952 (29.70%) Infrastructure as Code
4 666 (20.78%) Configuration Management
5 598 (18.66%) Continuous Integration
6 562 (17.54%) Software Engineering
7 524 (16.35%) Microservices
8 348 (10.86%) Test Automation
9 326 (10.17%) Migration
10 320 (9.98%) Fintech
11 317 (9.89%) TDD
12 303 (9.45%) Continuous Delivery
13 298 (9.30%) Site Reliability Engineering
14 290 (9.05%) Open Source
15 260 (8.11%) Infrastructure Engineering
16 248 (7.74%) Problem-Solving
17 246 (7.68%) Scrum
18 220 (6.86%) Analytics
19 206 (6.43%) Infrastructure Automation
20 204 (6.37%) Machine Learning
Programming Languages
1 1,568 (48.92%) Python
2 849 (26.49%) Java
3 596 (18.60%) Bash Shell
4 563 (17.57%) PowerShell
5 464 (14.48%) JavaScript
6 444 (13.85%) SQL
7 380 (11.86%) Go
8 375 (11.70%) Ruby
9 259 (8.08%) C#
10 175 (5.46%) Scala
11 130 (4.06%) Perl
12 126 (3.93%) PHP
13 122 (3.81%) Shell Script
14 115 (3.59%) TypeScript
15 100 (3.12%) Kotlin
16 74 (2.31%) Java 8
17 66 (2.06%) R
18 60 (1.87%) Groovy
19 57 (1.78%) C++
20 48 (1.50%) C
Qualifications
1 179 (5.59%) Degree
2 121 (3.78%) AWS Certification
3 96 (3.00%) Computer Science Degree
4 94 (2.93%) Security Cleared
5 61 (1.90%) SC Cleared
6 22 (0.69%) RHCE
7 17 (0.53%) Cisco Certification
7 17 (0.53%) DV Cleared
8 16 (0.50%) Master's Degree
9 14 (0.44%) Microsoft Certification
10 12 (0.37%) CCNP
11 8 (0.25%) PhD
11 8 (0.25%) SANS
12 7 (0.22%) MCSA
13 6 (0.19%) CEPT
13 6 (0.19%) CREST Certified
13 6 (0.19%) EC-Council LPT
13 6 (0.19%) GXPN
13 6 (0.19%) OSCE
13 6 (0.19%) Postgraduate
Quality Assurance & Compliance
1 79 (2.46%) QA
2 26 (0.81%) PCI DSS
3 12 (0.37%) GDPR
3 12 (0.37%) ISO/IEC 27001
4 11 (0.34%) NIST
5 8 (0.25%) Cyber Essentials
6 5 (0.16%) Data Quality
6 5 (0.16%) SLA
7 2 (0.062%) ISO/IEC 20000
7 2 (0.062%) NCSC
System Software
1 1,867 (58.25%) Docker
2 176 (5.49%) VMware Infrastructure
3 135 (4.21%) Active Directory
4 82 (2.56%) VirtualBox
5 71 (2.22%) Hyper-V
6 38 (1.19%) Virtual Machines
7 35 (1.09%) vSphere
8 20 (0.62%) XenApp
9 14 (0.44%) Xen
10 13 (0.41%) XenDesktop
11 10 (0.31%) Ceph
12 8 (0.25%) VMware ESXi
13 7 (0.22%) HDFS
13 7 (0.22%) KVM
13 7 (0.22%) Microsoft App-V
13 7 (0.22%) oVirt
14 6 (0.19%) GridGain
14 6 (0.19%) NFS
14 6 (0.19%) VMware Workstation
15 5 (0.16%) zsh
Systems Management
1 1,720 (53.67%) Kubernetes
2 1,683 (52.51%) Ansible
3 943 (29.42%) Puppet
4 678 (21.15%) Opscode Chef
5 266 (8.30%) Packer
6 181 (5.65%) Prometheus
7 180 (5.62%) Docker Swarm
8 139 (4.34%) Grafana
9 108 (3.37%) Consul
10 107 (3.34%) Nagios
11 95 (2.96%) Salt
12 90 (2.81%) ZABBIX
13 78 (2.43%) Rancher
14 55 (1.72%) Graphite
15 48 (1.50%) Istio
16 47 (1.47%) Kibana
17 45 (1.40%) Mesos
18 27 (0.84%) HAProxy
18 27 (0.84%) logstash
18 27 (0.84%) SCCM
Vendors
1 409 (12.76%) Google
2 358 (11.17%) Microsoft
3 241 (7.52%) VMware
4 170 (5.30%) Oracle
5 145 (4.52%) Splunk
6 132 (4.12%) Red Hat
7 82 (2.56%) Cloudera
8 81 (2.53%) Atlassian
9 74 (2.31%) IBM
10 62 (1.93%) SaltStack
11 59 (1.84%) Cisco
12 58 (1.81%) Hortonworks
13 47 (1.47%) WorldPay
14 43 (1.34%) New Relic
15 40 (1.25%) Dynatrace
16 36 (1.12%) Citrix
17 34 (1.06%) Informatica
18 33 (1.03%) AppDynamics
19 32 (1.00%) FIS
19 32 (1.00%) Talend