Period
to 28 March 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 28 March 2020 with a comparison to the same period in the previous 2 years.

Terraform
UK > England
6 months to
28 Mar 2020
Same period 2019 Same period 2018
Rank 102 174 310
Rank change year-on-year +72 +136 +371
Permanent jobs citing Terraform 3,277 2,720 1,729
As % of all permanent jobs advertised in England 2.99% 1.98% 1.05%
As % of the Systems Management category 22.76% 16.47% 10.75%
Number of salaries quoted 2,739 2,314 1,546
Median annual salary £70,000 £70,000 £65,000
Median salary % change year-on-year - +7.69% -
10th Percentile £45,000 £45,000 £45,000
90th Percentile £100,000 £95,000 £91,875
UK median annual salary £70,000 £70,000 £65,000
% change year-on-year - +7.69% -

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 14,396 16,510 16,089
As % of all permanent IT jobs advertised in England 13.15% 12.01% 9.75%
Number of salaries quoted 11,141 12,928 13,026
Median annual salary £60,000 £59,250 £55,000
Median salary % change year-on-year +1.27% +7.73% +4.76%
10th Percentile £32,750 £32,750 £31,750
90th Percentile £95,000 £90,000 £85,000
UK median annual salary £60,000 £57,500 £54,000
% change year-on-year +4.35% +6.48% +2.86%

Terraform
Job Vacancy Trend in England

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

Job vacancy trend for Terraform in England

Terraform
Salary Trend in England

3-month moving average salary quoted in jobs citing Terraform in England.

Salary trend for Terraform in England

Terraform
Salary Histogram in England

Salary distribution for jobs citing Terraform in England over the 6 months to 28 March 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 28 March 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 +62 2,090 £80,000 +6.67% 393
North of England +86 467 £55,000 -4.35% 119
South East +54 350 £67,500 +8.00% 69
North West +54 235 £57,500 - 63
Yorkshire +69 202 £55,000 - 43
Midlands +65 157 £60,000 +6.67% 61
West Midlands +58 119 £60,000 +15.66% 48
South West +38 115 £55,000 -8.33% 26
East of England +36 75 £60,000 -4.00% 36
East Midlands +28 38 £66,250 +10.42% 13
North East +12 30 £45,000 -10.00% 13
Terraform
UK

For the 6 months to 28 March 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 2,304 (70.31%) DevOps
2 2,195 (66.98%) AWS
3 1,858 (56.70%) Docker
4 1,724 (52.61%) Kubernetes
5 1,678 (51.21%) Ansible
6 1,582 (48.28%) Python
7 1,285 (39.21%) Agile Software Development
8 1,252 (38.21%) Azure
9 1,107 (33.78%) Linux
10 981 (29.94%) Jenkins
11 964 (29.42%) Infrastructure as Code
12 896 (27.34%) Puppet
13 837 (25.54%) Java
14 754 (23.01%) GCP
15 663 (20.23%) Finance
16 644 (19.65%) Configuration Management
17 637 (19.44%) Opscode Chef
18 609 (18.58%) Bash Shell
19 579 (17.67%) Continuous Integration
20 563 (17.18%) PowerShell
21 542 (16.54%) AWS CloudFormation
22 515 (15.72%) Windows
23 505 (15.41%) Software Engineering
24 503 (15.35%) Git (software)
25 500 (15.26%) Microservices
26 479 (14.62%) JavaScript
27 428 (13.06%) SQL
28 425 (12.97%) Serverless
29 397 (12.11%) Google
30 381 (11.63%) Go

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
1 151 (4.61%) Confluence
2 143 (4.36%) Apache Spark
3 121 (3.69%) Elasticsearch
4 85 (2.59%) Apache
5 73 (2.23%) OpenStack
6 69 (2.11%) IIS
7 67 (2.04%) Tomcat
8 42 (1.28%) nginx
9 40 (1.22%) Cloud Foundry
10 34 (1.04%) Apache Airflow
11 18 (0.55%) SAS
12 17 (0.52%) SharePoint
13 13 (0.40%) CMS
14 9 (0.27%) Adobe Experience Manager
14 9 (0.27%) Headless CMS
14 9 (0.27%) WebLogic
14 9 (0.27%) WebSphere
15 8 (0.24%) Apache Solr
16 7 (0.21%) JBoss
16 7 (0.21%) Jupyter
Applications
1 2 (0.061%) HipChat
1 2 (0.061%) Windchill
2 1 (0.031%) Microsoft Excel
2 1 (0.031%) Microsoft PowerPoint
Business Applications
1 24 (0.73%) Payment Gateway
2 5 (0.15%) Sentinel
3 3 (0.092%) SAP BPC
4 2 (0.061%) Remedy ITSM
5 1 (0.031%) Distributed Ledger
5 1 (0.031%) Magento
5 1 (0.031%) NetSuite
Cloud Services
1 2,195 (66.98%) AWS
2 1,252 (38.21%) Azure
3 754 (23.01%) GCP
4 542 (16.54%) AWS CloudFormation
5 425 (12.97%) Serverless
6 298 (9.09%) AWS Lambda
7 272 (8.30%) Amazon ECS
8 255 (7.78%) Amazon EC2
9 251 (7.66%) PaaS
10 224 (6.84%) Amazon S3
11 219 (6.68%) IaaS
12 202 (6.16%) OpenShift
13 196 (5.98%) GitHub
14 191 (5.83%) SaaS
15 158 (4.82%) Virtual Private Cloud
16 123 (3.75%) Amazon CloudWatch
17 111 (3.39%) Amazon EKS
18 96 (2.93%) Cloud Computing
19 94 (2.87%) Amazon SQS
20 69 (2.11%) Amazon ELB
Communications & Networking
1 163 (4.97%) Firewall
2 143 (4.36%) DNS
3 101 (3.08%) TCP/IP
4 81 (2.47%) VPN
5 78 (2.38%) Internet
6 54 (1.65%) BGP
7 48 (1.46%) WAN
8 44 (1.34%) SAN
9 39 (1.19%) DHCP
9 39 (1.19%) SSL
10 35 (1.07%) HTTP
11 26 (0.79%) Network Security
11 26 (0.79%) OSPF
12 24 (0.73%) LAN
13 19 (0.58%) DMZ
14 18 (0.55%) SMTP
15 17 (0.52%) Cisco ISE
16 16 (0.49%) WLAN
17 15 (0.46%) FTP
17 15 (0.46%) SSH
Database & Business Intelligence
1 248 (7.57%) PostgreSQL
2 219 (6.68%) NoSQL
3 181 (5.52%) Amazon RDS
4 164 (5.00%) Big Data
5 163 (4.97%) SQL Server
6 146 (4.46%) Amazon Redshift
7 125 (3.81%) Hadoop
8 124 (3.78%) MySQL
9 96 (2.93%) Amazon DynamoDB
10 79 (2.41%) Redis
11 63 (1.92%) MongoDB
12 60 (1.83%) Amazon Athena
12 60 (1.83%) Neo4j
13 59 (1.80%) Apache Cassandra
14 57 (1.74%) Relational Database
15 38 (1.16%) Blockchain
16 36 (1.10%) Azure SQL Database
17 29 (0.88%) Power BI
18 28 (0.85%) Data Warehouse
19 26 (0.79%) Data Lake
Development Applications
1 981 (29.94%) Jenkins
2 503 (15.35%) Git (software)
3 237 (7.23%) JIRA
4 209 (6.38%) Atlassian Bamboo
5 184 (5.61%) TeamCity
6 162 (4.94%) GitLab
7 138 (4.21%) Bitbucket
8 129 (3.94%) Maven
9 122 (3.72%) Octopus Deploy
10 116 (3.54%) Vagrant
11 115 (3.51%) Artifactory
12 112 (3.42%) CircleCI
13 84 (2.56%) Selenium
14 65 (1.98%) Sonatype Nexus
15 60 (1.83%) SonarQube
16 47 (1.43%) Gradle
17 46 (1.40%) Cucumber
18 45 (1.37%) JUnit
19 39 (1.19%) Team Foundation Server
19 39 (1.19%) Visual Studio Team System
General
1 663 (20.23%) Finance
2 240 (7.32%) Banking
3 164 (5.00%) Retail
4 75 (2.29%) Public Sector
5 57 (1.74%) Front Office
6 45 (1.37%) Games
7 42 (1.28%) Investment Banking
8 41 (1.25%) Manufacturing
9 37 (1.13%) Marketing
10 32 (0.98%) Law
11 30 (0.92%) Advertising
11 30 (0.92%) Telecoms
12 29 (0.88%) Automotive
13 23 (0.70%) Financial Institution
14 22 (0.67%) Billing
15 15 (0.46%) Electronics
16 11 (0.34%) Legal
17 5 (0.15%) Online Betting
17 5 (0.15%) Publishing
17 5 (0.15%) Retail Banking
Job Titles
1 1,370 (41.81%) DevOps Engineer
2 533 (16.26%) AWS Engineer
3 384 (11.72%) Cloud Engineer
4 367 (11.20%) Developer
5 309 (9.43%) AWS DevOps
6 288 (8.79%) AWS DevOps Engineer
7 231 (7.05%) Platform Engineer
8 223 (6.81%) Senior DevOps
9 209 (6.38%) Senior DevOps Engineer
10 185 (5.65%) Architect
11 184 (5.61%) Software Engineer
12 182 (5.55%) Kubernetes Engineer
13 176 (5.37%) Azure Engineer
14 169 (5.16%) Infrastructure Engineer
15 144 (4.39%) Python Engineer
16 138 (4.21%) Senior Developer
17 123 (3.75%) Lead DevOps
18 120 (3.66%) Site Reliability Engineer
19 115 (3.51%) Data Engineer
20 100 (3.05%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 344 (10.50%) Node.js
2 318 (9.70%) Web Services
3 294 (8.97%) React
4 259 (7.90%) .NET
5 206 (6.29%) AngularJS
6 183 (5.58%) Kafka
7 176 (5.37%) Spring
8 154 (4.70%) Elastic Stack
9 136 (4.15%) REST
10 113 (3.45%) CSS
11 98 (2.99%) RESTful
12 94 (2.87%) HTML
12 94 (2.87%) Spring Boot
13 82 (2.50%) Redux
14 75 (2.29%) JSON
15 64 (1.95%) RabbitMQ
16 57 (1.74%) Vue.js
17 56 (1.71%) .NET Core
18 51 (1.56%) TensorFlow
18 51 (1.56%) YAML
Miscellaneous
1 242 (7.38%) Public Cloud
2 206 (6.29%) Greenfield Project
3 166 (5.07%) Cloud Native
4 114 (3.48%) Analytical Skills
5 107 (3.27%) Hybrid Cloud
6 89 (2.72%) Data Centre
7 79 (2.41%) Linux Command Line
8 71 (2.17%) Mobile App
9 69 (2.11%) Blog
10 62 (1.89%) Self-Motivation
11 60 (1.83%) Private Cloud
11 60 (1.83%) User Experience
12 59 (1.80%) Fixed Income
13 43 (1.31%) Hedge funds
14 42 (1.28%) Virtual Team
15 39 (1.19%) Foreign Exchange (FX)
16 36 (1.10%) Derivative
16 36 (1.10%) Enterprise Cloud
17 33 (1.01%) Equities
18 31 (0.95%) PKI
Operating Systems
1 1,107 (33.78%) Linux
2 515 (15.72%) Windows
3 176 (5.37%) Unix
4 151 (4.61%) Windows Server
5 128 (3.91%) Red Hat Enterprise Linux
6 105 (3.20%) CentOS
7 50 (1.53%) Windows Server 2012
8 48 (1.46%) Windows Server 2016
9 44 (1.34%) Ubuntu
10 28 (0.85%) VMS
11 25 (0.76%) Android
12 22 (0.67%) Apple iOS
12 22 (0.67%) Debian
13 18 (0.55%) CoreOS
14 15 (0.46%) Windows 10
15 14 (0.43%) Mac OS
16 12 (0.37%) Windows Server 2008
17 8 (0.24%) Solaris
17 8 (0.24%) Windows Server 2019
18 6 (0.18%) Mesosphere
Processes & Methodologies
1 2,304 (70.31%) DevOps
2 1,285 (39.21%) Agile Software Development
3 964 (29.42%) Infrastructure as Code
4 644 (19.65%) Configuration Management
5 579 (17.67%) Continuous Integration
6 505 (15.41%) Software Engineering
7 500 (15.26%) Microservices
8 353 (10.77%) Fintech
9 338 (10.31%) Migration
10 317 (9.67%) Test Automation
11 302 (9.22%) TDD
12 291 (8.88%) Site Reliability Engineering
13 286 (8.73%) Continuous Delivery
14 259 (7.90%) Infrastructure Engineering
15 257 (7.84%) Open Source
16 255 (7.78%) Scrum
17 245 (7.48%) Problem-Solving
18 229 (6.99%) Machine Learning
19 215 (6.56%) Infrastructure Automation
20 213 (6.50%) Analytics
Programming Languages
1 1,582 (48.28%) Python
2 837 (25.54%) Java
3 609 (18.58%) Bash Shell
4 563 (17.18%) PowerShell
5 479 (14.62%) JavaScript
6 428 (13.06%) SQL
7 381 (11.63%) Go
8 362 (11.05%) Ruby
9 236 (7.20%) C#
10 179 (5.46%) Scala
11 130 (3.97%) PHP
12 119 (3.63%) Kotlin
13 116 (3.54%) TypeScript
14 107 (3.27%) Shell Script
15 106 (3.23%) Perl
16 74 (2.26%) Groovy
17 73 (2.23%) Java 8
18 52 (1.59%) R
19 50 (1.53%) C
20 44 (1.34%) C++
Qualifications
1 166 (5.07%) Degree
2 117 (3.57%) AWS Certification
3 89 (2.72%) Security Cleared
4 79 (2.41%) Computer Science Degree
5 63 (1.92%) SC Cleared
6 33 (1.01%) Cisco Certification
7 23 (0.70%) RHCE
8 21 (0.64%) DV Cleared
9 20 (0.61%) CCNP
10 16 (0.49%) Microsoft Certification
11 12 (0.37%) Master's Degree
12 11 (0.34%) ITIL Certification
12 11 (0.34%) SANS
13 10 (0.31%) VMware Certified Professional (VCP)
14 9 (0.27%) PhD
15 8 (0.24%) EC-Council LPT
15 8 (0.24%) GXPN
15 8 (0.24%) MCSE
15 8 (0.24%) OSCE
15 8 (0.24%) RHCSA
Quality Assurance & Compliance
1 60 (1.83%) QA
2 28 (0.85%) PCI DSS
3 20 (0.61%) NIST
4 17 (0.52%) GDPR
5 16 (0.49%) ISO/IEC 27001
6 10 (0.31%) SLA
7 9 (0.27%) Cyber Essentials
8 4 (0.12%) Data Quality
8 4 (0.12%) NCSC
9 3 (0.092%) NIST 800
10 1 (0.031%) ISO/IEC 20000
10 1 (0.031%) Sarbanes-Oxley
System Software
1 1,858 (56.70%) Docker
2 183 (5.58%) VMware Infrastructure
3 144 (4.39%) Active Directory
4 82 (2.50%) Hyper-V
5 78 (2.38%) VirtualBox
6 37 (1.13%) Virtual Machines
7 34 (1.04%) vSphere
8 21 (0.64%) XenApp
9 12 (0.37%) XenDesktop
10 10 (0.31%) Xen
11 9 (0.27%) Microsoft App-V
12 8 (0.24%) Ceph
12 8 (0.24%) KVM
12 8 (0.24%) VMware ESXi
13 7 (0.21%) oVirt
14 6 (0.18%) HDFS
14 6 (0.18%) NFS
15 5 (0.15%) Postfix
15 5 (0.15%) VMware NSX
15 5 (0.15%) VMware Workstation
Systems Management
1 1,724 (52.61%) Kubernetes
2 1,678 (51.21%) Ansible
3 896 (27.34%) Puppet
4 637 (19.44%) Opscode Chef
5 242 (7.38%) Packer
6 166 (5.07%) Prometheus
7 154 (4.70%) Docker Swarm
8 131 (4.00%) Grafana
9 91 (2.78%) Nagios
10 78 (2.38%) Consul
11 72 (2.20%) Salt
12 61 (1.86%) ZABBIX
13 50 (1.53%) Istio
14 49 (1.50%) Graphite
14 49 (1.50%) Kibana
15 47 (1.43%) Rancher
16 42 (1.28%) Mesos
17 28 (0.85%) logstash
18 27 (0.82%) SCCM
19 20 (0.61%) Tivoli
Vendors
1 397 (12.11%) Google
2 343 (10.47%) Microsoft
3 258 (7.87%) VMware
4 148 (4.52%) Red Hat
5 145 (4.42%) Oracle
6 101 (3.08%) Splunk
7 79 (2.41%) Atlassian
7 79 (2.41%) Cloudera
8 70 (2.14%) IBM
9 64 (1.95%) SaltStack
10 62 (1.89%) Cisco
11 52 (1.59%) Hortonworks
12 37 (1.13%) New Relic
13 34 (1.04%) WorldPay
14 32 (0.98%) Citrix
15 30 (0.92%) Databricks
15 30 (0.92%) FIS
16 29 (0.88%) Dynatrace
16 29 (0.88%) LogicMonitor
17 28 (0.85%) HP