Period
to 21 November 2019

The following table provides summary statistics for permanent job vacancies advertised in London 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 21 November 2019 with a comparison to the same period in the previous 2 years.

Terraform
England > London
6 months to
21 Nov 2019
Same period 2018 Same period 2017
Rank 74 149 305
Rank change year-on-year +75 +156 +368
Permanent jobs citing Terraform 2,185 1,566 824
As % of all permanent IT jobs advertised in London 4.01% 2.32% 1.09%
As % of the Systems Management category 26.08% 18.16% 10.55%
Number of salaries quoted 1,648 1,214 708
London median annual salary £77,500 £72,500 £70,000
Median salary % change year-on-year +6.90% +3.57% +12.00%
10th Percentile £52,500 £47,500 £49,625
90th Percentile £107,500 £95,000 £90,000
England median annual salary £72,000 £65,000 £65,000
% change year-on-year +10.77% - +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 London with a requirement for systems management skills.

All Systems Management Skills
London
Permanent vacancies with a requirement for systems management skills 8,378 8,624 7,808
As % of all permanent IT jobs advertised in London 15.39% 12.80% 10.32%
Number of salaries quoted 6,464 6,952 6,505
London median annual salary £70,000 £65,000 £62,500
Median salary % change year-on-year +7.69% +4.00% +4.17%
10th Percentile £39,750 £37,500 £37,500
90th Percentile £100,000 £95,000 £90,000
England median annual salary £60,000 £55,000 £54,000
% change year-on-year +9.09% +1.85% +8.00%

Terraform
Job Vacancy Trend in London

Job postings citing Terraform as a percentage of all IT jobs advertised in London.

Job vacancy trend for Terraform in London

Terraform
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Terraform in London.

Salary trend for Terraform in London

Terraform
Salary Histogram in London

The salary distribution of IT jobs citing Terraform in London over the 6 months to 21 November 2019.

Salary histogram for Terraform in London

Terraform
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Terraform within the London region over the 6 months to 21 November 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
Central London +111 564 £77,500 +3.33% 119
South London +28 76 £70,000 - 27
West London +33 39 £70,000 - 41
East London +20 17 £64,500 -11.03% 26
North London 0 3 £80,000 +28.00% 2
Terraform
England

For the 6 months to 21 November 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 London region with a requirement for Terraform.

1 1,710 (78.26%) DevOps
2 1,604 (73.41%) AWS
3 1,329 (60.82%) Docker
4 1,258 (57.57%) Kubernetes
5 1,171 (53.59%) Ansible
6 1,156 (52.91%) Python
7 923 (42.24%) Agile Software Development
8 854 (39.08%) Linux
9 833 (38.12%) Azure
10 810 (37.07%) Jenkins
11 719 (32.91%) Puppet
12 715 (32.72%) Infrastructure as Code
13 703 (32.17%) Java
14 568 (26.00%) Opscode Chef
15 545 (24.94%) GCP
16 510 (23.34%) Finance
17 478 (21.88%) Software Engineering
18 476 (21.78%) Microservices
19 462 (21.14%) Bash Shell
20 433 (19.82%) AWS CloudFormation
21 427 (19.54%) Configuration Management
22 405 (18.54%) Continuous Integration
23 402 (18.40%) Windows
24 361 (16.52%) PowerShell
25 340 (15.56%) Go
26 336 (15.38%) JavaScript
27 303 (13.87%) Google
28 298 (13.64%) Serverless
29 276 (12.63%) SQL
30 268 (12.27%) Ruby

Terraform
Co-occurring IT Skills in London 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
1 126 (5.77%) Apache Spark
2 100 (4.58%) Elasticsearch
3 77 (3.52%) Confluence
4 76 (3.48%) Apache
5 70 (3.20%) IIS
6 60 (2.75%) nginx
7 56 (2.56%) Tomcat
8 46 (2.11%) OpenStack
9 20 (0.92%) CMS
9 20 (0.92%) SAS
10 19 (0.87%) Adobe Experience Manager
11 18 (0.82%) Headless CMS
12 14 (0.64%) Cloud Foundry
13 13 (0.59%) Apache Airflow
14 11 (0.50%) SharePoint
15 9 (0.41%) WebSphere
16 8 (0.37%) Jupyter
16 8 (0.37%) WildFly
17 6 (0.27%) Ethereum
17 6 (0.27%) Skype for Business
Applications
1 3 (0.14%) HipChat
2 2 (0.092%) Microsoft Excel
2 2 (0.092%) Microsoft Office
3 1 (0.046%) Adobe Premiere
3 1 (0.046%) Chatbot
Business Applications
1 41 (1.88%) Payment Gateway
2 2 (0.092%) Oracle BPM
3 1 (0.046%) Distributed Ledger
3 1 (0.046%) Magento
Cloud Services
1 1,604 (73.41%) AWS
2 833 (38.12%) Azure
3 545 (24.94%) GCP
4 433 (19.82%) AWS CloudFormation
5 298 (13.64%) Serverless
6 246 (11.26%) Amazon EC2
6 246 (11.26%) AWS Lambda
7 192 (8.79%) Amazon ECS
8 191 (8.74%) OpenShift
9 164 (7.51%) Amazon S3
10 163 (7.46%) PaaS
11 153 (7.00%) IaaS
12 121 (5.54%) GitHub
13 111 (5.08%) Amazon SQS
14 109 (4.99%) SaaS
15 92 (4.21%) Virtual Private Cloud
16 75 (3.43%) Datadog
17 70 (3.20%) Amazon EKS
18 69 (3.16%) Cloud Computing
19 43 (1.97%) Amazon CloudWatch
Communications & Networking
1 134 (6.13%) Firewall
2 95 (4.35%) DNS
3 77 (3.52%) TCP/IP
4 65 (2.97%) VPN
5 47 (2.15%) Internet
6 29 (1.33%) SSL
7 27 (1.24%) DHCP
8 25 (1.14%) BGP
9 19 (0.87%) HTTP
10 14 (0.64%) Skype
11 12 (0.55%) Network Security
11 12 (0.55%) SAN
12 9 (0.41%) Cisco ASA
12 9 (0.41%) WAN
13 8 (0.37%) SMTP
14 6 (0.27%) HTTPS
15 5 (0.23%) AMQP
15 5 (0.23%) Peer-to-Peer Networking
15 5 (0.23%) VLAN
16 4 (0.18%) LAN
Database & Business Intelligence
1 203 (9.29%) Amazon RDS
2 142 (6.50%) Big Data
3 119 (5.45%) PostgreSQL
4 112 (5.13%) Amazon Redshift
5 111 (5.08%) Hadoop
6 88 (4.03%) NoSQL
7 79 (3.62%) MySQL
8 69 (3.16%) Amazon DynamoDB
9 58 (2.65%) SQL Server
10 48 (2.20%) Apache Cassandra
10 48 (2.20%) Azure SQL Database
11 44 (2.01%) Redis
12 43 (1.97%) MongoDB
13 35 (1.60%) Relational Database
14 32 (1.46%) Amazon Athena
14 32 (1.46%) Blockchain
15 28 (1.28%) Amazon Aurora
15 28 (1.28%) Neo4j
16 26 (1.19%) RDBMS
17 21 (0.96%) Data Warehouse
Development Applications
1 810 (37.07%) Jenkins
2 260 (11.90%) Git (software)
3 198 (9.06%) TeamCity
4 181 (8.28%) Atlassian Bamboo
5 171 (7.83%) Artifactory
6 158 (7.23%) Octopus Deploy
7 153 (7.00%) GitLab
8 143 (6.54%) JIRA
9 104 (4.76%) Bitbucket
10 101 (4.62%) Vagrant
11 87 (3.98%) CircleCI
12 85 (3.89%) Team Foundation Server
13 81 (3.71%) IBM UrbanCode
14 69 (3.16%) Maven
15 58 (2.65%) SonarQube
16 51 (2.33%) Travis CI
17 42 (1.92%) Sonatype Nexus
18 41 (1.88%) RStudio
18 41 (1.88%) Selenium
19 37 (1.69%) JUnit
General
1 510 (23.34%) Finance
2 175 (8.01%) Banking
3 111 (5.08%) Retail
4 106 (4.85%) Front Office
5 67 (3.07%) Public Sector
6 45 (2.06%) Games
7 42 (1.92%) Law
8 35 (1.60%) Marketing
9 31 (1.42%) Telecoms
10 28 (1.28%) Advertising
10 28 (1.28%) Manufacturing
11 22 (1.01%) Investment Banking
12 16 (0.73%) Billing
13 14 (0.64%) Automotive
14 9 (0.41%) Retail Banking
15 7 (0.32%) Publishing
16 6 (0.27%) Electronics
17 5 (0.23%) Financial Institution
18 4 (0.18%) Back Office
18 4 (0.18%) Legal
Job Titles
1 958 (43.84%) DevOps Engineer
2 400 (18.31%) AWS Engineer
3 249 (11.40%) Cloud Engineer
4 248 (11.35%) Senior DevOps
5 243 (11.12%) Developer
6 228 (10.43%) AWS DevOps
7 217 (9.93%) Senior DevOps Engineer
8 205 (9.38%) AWS DevOps Engineer
9 179 (8.19%) Platform Engineer
10 161 (7.37%) Software Engineer
11 137 (6.27%) Kubernetes Engineer
12 130 (5.95%) Architect
13 118 (5.40%) Python Engineer
14 107 (4.90%) Consultant
15 106 (4.85%) Azure Engineer
16 89 (4.07%) Infrastructure Engineer
17 85 (3.89%) Lead DevOps
18 82 (3.75%) Linux Engineer
18 82 (3.75%) Senior Software Engineer
19 80 (3.66%) Senior Developer
Libraries, Frameworks & Software Standards
1 226 (10.34%) Web Services
2 175 (8.01%) Node.js
3 169 (7.73%) Elastic Stack
4 145 (6.64%) React
5 144 (6.59%) .NET
6 112 (5.13%) Kafka
7 105 (4.81%) Spring
8 95 (4.35%) AngularJS
9 86 (3.94%) Spring Boot
10 83 (3.80%) J2EE
11 78 (3.57%) CSS
12 75 (3.43%) REST
13 66 (3.02%) RabbitMQ
14 59 (2.70%) RESTful
15 56 (2.56%) HTML
16 47 (2.15%) HTML5
17 45 (2.06%) TensorFlow
18 43 (1.97%) Vue.js
19 41 (1.88%) CSS3
19 41 (1.88%) J2SE
Miscellaneous
1 236 (10.80%) Greenfield Project
2 143 (6.54%) Public Cloud
3 98 (4.49%) Fixed Income
4 87 (3.98%) Analytical Skills
4 87 (3.98%) Cloud Native
5 81 (3.71%) Hybrid Cloud
6 79 (3.62%) Data Centre
7 65 (2.97%) Linux Command Line
8 60 (2.75%) Algorithms
9 52 (2.38%) Hedge funds
10 45 (2.06%) Data Structures
11 39 (1.78%) Private Cloud
11 39 (1.78%) Self-Motivation
12 37 (1.69%) Mobile App
13 36 (1.65%) Derivative
14 35 (1.60%) Virtual Team
15 34 (1.56%) PlayStation
16 32 (1.46%) Mobile Banking
17 29 (1.33%) Renewable Energy
18 27 (1.24%) N-Tier
Operating Systems
1 854 (39.08%) Linux
2 402 (18.40%) Windows
3 196 (8.97%) Unix
4 78 (3.57%) Windows Server
5 68 (3.11%) CentOS
6 51 (2.33%) Red Hat Enterprise Linux
7 34 (1.56%) Mesosphere
8 28 (1.28%) Ubuntu
9 19 (0.87%) VMS
10 16 (0.73%) Android
10 16 (0.73%) Apple iOS
11 10 (0.46%) Debian
12 8 (0.37%) CoreOS
13 5 (0.23%) Kali Linux
13 5 (0.23%) Solaris
13 5 (0.23%) zOS
14 4 (0.18%) Fedora
15 3 (0.14%) Data ONTAP
15 3 (0.14%) VyOS
15 3 (0.14%) Windows Server 2012
Processes & Methodologies
1 1,710 (78.26%) DevOps
2 923 (42.24%) Agile Software Development
3 715 (32.72%) Infrastructure as Code
4 478 (21.88%) Software Engineering
5 476 (21.78%) Microservices
6 427 (19.54%) Configuration Management
7 405 (18.54%) Continuous Integration
8 255 (11.67%) Continuous Delivery
9 215 (9.84%) Fintech
10 210 (9.61%) Problem-Solving
11 209 (9.57%) Open Source
12 204 (9.34%) Migration
13 189 (8.65%) Site Reliability Engineering
14 184 (8.42%) TDD
15 182 (8.33%) Test Automation
16 176 (8.05%) Analytics
17 173 (7.92%) Machine Learning
18 163 (7.46%) Asset Management
19 161 (7.37%) Mentoring
20 153 (7.00%) Artificial Intelligence
Programming Languages
1 1,156 (52.91%) Python
2 703 (32.17%) Java
3 462 (21.14%) Bash Shell
4 361 (16.52%) PowerShell
5 340 (15.56%) Go
6 336 (15.38%) JavaScript
7 276 (12.63%) SQL
8 268 (12.27%) Ruby
9 175 (8.01%) C#
10 142 (6.50%) Scala
11 111 (5.08%) Shell Script
12 95 (4.35%) R
13 88 (4.03%) TypeScript
14 79 (3.62%) C++
15 78 (3.57%) Perl
16 69 (3.16%) PHP
17 45 (2.06%) Groovy
18 41 (1.88%) Java 8
19 33 (1.51%) C
20 24 (1.10%) Kotlin
Qualifications
1 168 (7.69%) Degree
2 93 (4.26%) Computer Science Degree
3 63 (2.88%) AWS Certification
4 46 (2.11%) Security Cleared
5 29 (1.33%) SC Cleared
6 25 (1.14%) Master's Degree
7 20 (0.92%) PhD
8 10 (0.46%) Microsoft Certification
9 8 (0.37%) MCSA
10 7 (0.32%) MCSE
11 6 (0.27%) VMware Certified Professional (VCP)
12 5 (0.23%) Network+ Certification
13 4 (0.18%) DV Cleared
14 3 (0.14%) OCP
14 3 (0.14%) Oracle Certification
14 3 (0.14%) RHCE
14 3 (0.14%) RHCSA
14 3 (0.14%) Six Sigma Black Belt
15 2 (0.092%) Cisco Certification
15 2 (0.092%) CISSP
Quality Assurance & Compliance
1 97 (4.44%) QA
2 15 (0.69%) GDPR
3 8 (0.37%) Data Quality
4 7 (0.32%) ISO/IEC 27001
5 6 (0.27%) PCI DSS
6 4 (0.18%) NIST
6 4 (0.18%) SLA
7 2 (0.092%) COBIT
7 2 (0.092%) Cyber Essentials
7 2 (0.092%) ISO/IEC 20000
7 2 (0.092%) NCSC
System Software
1 1,329 (60.82%) Docker
2 78 (3.57%) VMware Infrastructure
3 67 (3.07%) Active Directory
4 47 (2.15%) VirtualBox
5 40 (1.83%) Hyper-V
6 17 (0.78%) vSphere
7 16 (0.73%) VMware Workstation
8 13 (0.59%) XenApp
9 12 (0.55%) Xen
10 10 (0.46%) Apache ZooKeeper
11 9 (0.41%) etcd
12 7 (0.32%) XenDesktop
13 6 (0.27%) GridGain
13 6 (0.27%) iptables
13 6 (0.27%) Varnish
14 5 (0.23%) Virtual Machines
15 4 (0.18%) Citrix Hypervisor
15 4 (0.18%) KVM
15 4 (0.18%) VMware ESXi
16 3 (0.14%) Postfix
Systems Management
1 1,258 (57.57%) Kubernetes
2 1,171 (53.59%) Ansible
3 719 (32.91%) Puppet
4 568 (26.00%) Opscode Chef
5 202 (9.24%) Packer
6 152 (6.96%) Consul
7 144 (6.59%) Prometheus
8 119 (5.45%) Salt
9 100 (4.58%) Docker Swarm
10 99 (4.53%) Grafana
11 81 (3.71%) Nagios
12 73 (3.34%) Rancher
13 66 (3.02%) ZABBIX
14 58 (2.65%) Istio
15 54 (2.47%) Graphite
16 50 (2.29%) Kibana
17 37 (1.69%) Opsview
18 35 (1.60%) Automic
19 31 (1.42%) Mesos
20 26 (1.19%) Rundeck
Vendors
1 303 (13.87%) Google
2 208 (9.52%) Microsoft
3 164 (7.51%) Splunk
4 120 (5.49%) VMware
5 91 (4.16%) Oracle
6 64 (2.93%) AppDynamics
7 63 (2.88%) IBM
8 62 (2.84%) WorldPay
9 58 (2.65%) Red Hat
10 52 (2.38%) New Relic
11 50 (2.29%) Atlassian
11 50 (2.29%) Cloudera
12 49 (2.24%) CyberArk
13 45 (2.06%) Dynatrace
14 36 (1.65%) ServiceNow
15 34 (1.56%) Citrix
16 31 (1.42%) PagerDuty
17 30 (1.37%) Hortonworks
18 29 (1.33%) Cisco
19 28 (1.28%) SAP