Period
to 4 April 2020

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 4 April 2020 with a comparison to the same period in the previous 2 years.

Terraform
England > London
6 months to
4 Apr 2020
Same period 2019 Same period 2018
Rank 64 122 219
Rank change year-on-year +58 +97 +272
Permanent jobs citing Terraform 2,080 1,692 1,141
As % of all permanent jobs advertised in London 4.34% 2.77% 1.63%
As % of the Systems Management category 26.83% 19.92% 14.52%
Number of salaries quoted 1,702 1,469 1,015
Median annual salary £80,000 £75,000 £70,000
Median salary % change year-on-year +6.67% +7.14% +3.70%
10th Percentile £55,000 £51,250 £50,000
90th Percentile £105,000 £100,000 £97,500
England 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 London with a requirement for systems management skills.

All Systems Management Skills
London
Permanent vacancies with a requirement for systems management skills 7,752 8,493 7,857
As % of all permanent IT jobs advertised in London 16.18% 13.92% 11.26%
Number of salaries quoted 6,123 6,828 6,585
Median annual salary £70,000 £70,000 £62,500
Median salary % change year-on-year - +12.00% +4.17%
10th Percentile £40,000 £38,750 £38,500
90th Percentile £102,500 £96,250 £92,500
England median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% +4.76%

Terraform
Job Vacancy Trend in London

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

Job vacancy trend for Terraform in London

Terraform
Salary Trend in London

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

Salary trend for Terraform in London

Terraform
Salary Histogram in London

Salary distribution for jobs citing Terraform in London over the 6 months to 4 April 2020.

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 4 April 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
Central London +53 519 £80,000 +6.67% 115
West London +53 57 £70,000 +7.69% 18
South London +27 52 £65,000 -8.77% 31
East London +13 8 £65,000 +4.00% 16
Terraform
England

For the 6 months to 4 April 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 London region with a requirement for Terraform.

1 1,422 (68.37%) DevOps
2 1,409 (67.74%) AWS
3 1,172 (56.35%) Docker
4 1,100 (52.88%) Kubernetes
5 1,061 (51.01%) Ansible
6 1,042 (50.10%) Python
7 757 (36.39%) Agile Software Development
8 728 (35.00%) Azure
9 650 (31.25%) Linux
10 647 (31.11%) Infrastructure as Code
11 582 (27.98%) Jenkins
12 566 (27.21%) Java
13 518 (24.90%) Finance
14 516 (24.81%) GCP
15 448 (21.54%) Puppet
16 378 (18.17%) Configuration Management
17 354 (17.02%) Microservices
18 340 (16.35%) AWS CloudFormation
19 339 (16.30%) Opscode Chef
19 339 (16.30%) Continuous Integration
20 333 (16.01%) Software Engineering
21 323 (15.53%) JavaScript
22 311 (14.95%) Fintech
23 309 (14.86%) Bash Shell
24 306 (14.71%) Serverless
25 292 (14.04%) PowerShell
26 266 (12.79%) Go
27 263 (12.64%) Windows
28 251 (12.07%) Google
29 239 (11.49%) SQL

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
1 119 (5.72%) Apache Spark
2 81 (3.89%) Elasticsearch
3 71 (3.41%) Confluence
4 50 (2.40%) Tomcat
5 46 (2.21%) Apache
6 36 (1.73%) IIS
7 35 (1.68%) Apache Airflow
8 24 (1.15%) OpenStack
9 17 (0.82%) nginx
10 14 (0.67%) Cloud Foundry
11 10 (0.48%) CMS
11 10 (0.48%) SAS
12 9 (0.43%) Jupyter
13 8 (0.38%) Adobe Experience Manager
13 8 (0.38%) Headless CMS
13 8 (0.38%) SharePoint
14 4 (0.19%) Apache Solr
14 4 (0.19%) CloudStack
14 4 (0.19%) WebLogic
14 4 (0.19%) WebSphere
Applications
1 2 (0.096%) HipChat
Business Applications
1 21 (1.01%) Payment Gateway
2 5 (0.24%) Sentinel
3 3 (0.14%) SAP BPC
4 1 (0.048%) Distributed Ledger
Cloud Services
1 1,409 (67.74%) AWS
2 728 (35.00%) Azure
3 516 (24.81%) GCP
4 340 (16.35%) AWS CloudFormation
5 306 (14.71%) Serverless
6 209 (10.05%) AWS Lambda
7 205 (9.86%) Amazon ECS
8 191 (9.18%) Amazon EC2
9 165 (7.93%) Amazon S3
10 144 (6.92%) PaaS
11 137 (6.59%) OpenShift
12 118 (5.67%) Virtual Private Cloud
13 112 (5.38%) SaaS
14 106 (5.10%) Amazon EKS
15 98 (4.71%) IaaS
16 95 (4.57%) GitHub
17 93 (4.47%) Amazon CloudWatch
18 78 (3.75%) Cloud Computing
19 74 (3.56%) Amazon SQS
20 55 (2.64%) Amazon ELB
Communications & Networking
1 94 (4.52%) Firewall
2 80 (3.85%) DNS
3 69 (3.32%) TCP/IP
4 45 (2.16%) VPN
5 35 (1.68%) BGP
6 28 (1.35%) Internet
7 26 (1.25%) SSL
8 20 (0.96%) HTTP
8 20 (0.96%) SAN
9 17 (0.82%) Network Security
10 15 (0.72%) DHCP
11 14 (0.67%) IPsec
12 12 (0.58%) SMTP
12 12 (0.58%) SSH
13 10 (0.48%) Calico
13 10 (0.48%) FTP
13 10 (0.48%) WAN
14 8 (0.38%) Cisco ISE
14 8 (0.38%) MPLS
14 8 (0.38%) VoIP
Database & Business Intelligence
1 148 (7.12%) PostgreSQL
2 145 (6.97%) Amazon RDS
3 124 (5.96%) NoSQL
4 113 (5.43%) Amazon Redshift
5 112 (5.38%) Big Data
6 88 (4.23%) Hadoop
7 68 (3.27%) SQL Server
8 60 (2.88%) Amazon DynamoDB
9 58 (2.79%) MySQL
10 48 (2.31%) Neo4j
11 41 (1.97%) Amazon Athena
12 40 (1.92%) Redis
13 39 (1.88%) Blockchain
14 38 (1.83%) MongoDB
15 36 (1.73%) Apache Cassandra
16 30 (1.44%) Relational Database
17 19 (0.91%) Data Warehouse
18 18 (0.87%) Azure SQL Database
19 16 (0.77%) Data Lake
20 15 (0.72%) Snowflake Schema
Development Applications
1 582 (27.98%) Jenkins
2 211 (10.14%) Git (software)
3 119 (5.72%) Atlassian Bamboo
4 115 (5.53%) JIRA
5 109 (5.24%) TeamCity
6 100 (4.81%) GitLab
7 85 (4.09%) Vagrant
8 82 (3.94%) CircleCI
9 74 (3.56%) Bitbucket
9 74 (3.56%) Maven
10 60 (2.88%) Artifactory
11 59 (2.84%) Octopus Deploy
12 37 (1.78%) Cucumber
13 32 (1.54%) Gradle
14 29 (1.39%) Selenium
15 28 (1.35%) Sonatype Nexus
16 27 (1.30%) Team Foundation Server
17 25 (1.20%) webpack
18 24 (1.15%) SonarQube
18 24 (1.15%) Spinnaker
General
1 518 (24.90%) Finance
2 230 (11.06%) Banking
3 130 (6.25%) Retail
4 53 (2.55%) Public Sector
5 52 (2.50%) Front Office
6 41 (1.97%) Investment Banking
7 38 (1.83%) Games
8 30 (1.44%) Manufacturing
9 25 (1.20%) Marketing
9 25 (1.20%) Telecoms
10 23 (1.11%) Advertising
11 17 (0.82%) Law
12 13 (0.63%) Automotive
12 13 (0.63%) Financial Institution
13 12 (0.58%) Billing
14 5 (0.24%) Retail Banking
15 3 (0.14%) Publishing
16 2 (0.096%) Digital Economy
16 2 (0.096%) Legal
16 2 (0.096%) Retail Finance
Job Titles
1 895 (43.03%) DevOps Engineer
2 390 (18.75%) AWS Engineer
3 249 (11.97%) AWS DevOps
4 237 (11.39%) Developer
5 231 (11.11%) AWS DevOps Engineer
6 210 (10.10%) Cloud Engineer
7 142 (6.83%) Senior DevOps
8 128 (6.15%) Senior DevOps Engineer
9 127 (6.11%) Kubernetes Engineer
10 123 (5.91%) Python Engineer
11 122 (5.87%) Platform Engineer
12 115 (5.53%) Architect
13 104 (5.00%) Software Engineer
14 95 (4.57%) Data Engineer
15 94 (4.52%) Site Reliability Engineer
16 88 (4.23%) Senior Developer
17 81 (3.89%) Azure Engineer
17 81 (3.89%) Infrastructure Engineer
18 73 (3.51%) Lead DevOps
19 71 (3.41%) Site Engineer
Libraries, Frameworks & Software Standards
1 213 (10.24%) Node.js
2 180 (8.65%) Web Services
3 176 (8.46%) .NET
4 168 (8.08%) React
5 162 (7.79%) Kafka
6 121 (5.82%) AngularJS
7 100 (4.81%) REST
8 87 (4.18%) Elastic Stack
9 85 (4.09%) Spring
10 75 (3.61%) CSS
11 71 (3.41%) Redux
12 70 (3.37%) RESTful
13 55 (2.64%) Spring Boot
14 53 (2.55%) React Native
15 48 (2.31%) HTML
16 43 (2.07%) Vue.js
16 43 (2.07%) YAML
17 42 (2.02%) GraphQL
18 41 (1.97%) TensorFlow
19 40 (1.92%) Spark Streaming
Miscellaneous
1 136 (6.54%) Public Cloud
2 131 (6.30%) Greenfield Project
3 119 (5.72%) Cloud Native
4 71 (3.41%) Analytical Skills
5 62 (2.98%) Mobile App
6 56 (2.69%) Blog
6 56 (2.69%) Fixed Income
6 56 (2.69%) Linux Command Line
7 51 (2.45%) Data Centre
8 50 (2.40%) Hybrid Cloud
9 40 (1.92%) Hedge funds
10 39 (1.88%) Foreign Exchange (FX)
11 34 (1.63%) Private Cloud
12 33 (1.59%) Equities
12 33 (1.59%) Self-Motivation
13 30 (1.44%) Derivative
13 30 (1.44%) User Experience
14 25 (1.20%) Algorithms
14 25 (1.20%) Data Structures
14 25 (1.20%) Virtual Team
Operating Systems
1 650 (31.25%) Linux
2 263 (12.64%) Windows
3 115 (5.53%) Unix
4 66 (3.17%) Red Hat Enterprise Linux
5 62 (2.98%) Windows Server
6 53 (2.55%) CentOS
7 28 (1.35%) Ubuntu
8 21 (1.01%) VMS
9 19 (0.91%) Android
10 18 (0.87%) Apple iOS
11 14 (0.67%) CoreOS
12 9 (0.43%) Mac OS
13 6 (0.29%) zOS
14 5 (0.24%) Solaris
14 5 (0.24%) Windows Server 2016
15 4 (0.19%) Debian
15 4 (0.19%) Mesosphere
15 4 (0.19%) Windows Server 2019
16 3 (0.14%) SUSE
17 2 (0.096%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1,422 (68.37%) DevOps
2 757 (36.39%) Agile Software Development
3 647 (31.11%) Infrastructure as Code
4 378 (18.17%) Configuration Management
5 354 (17.02%) Microservices
6 339 (16.30%) Continuous Integration
7 333 (16.01%) Software Engineering
8 311 (14.95%) Fintech
9 211 (10.14%) Site Reliability Engineering
10 190 (9.13%) Machine Learning
11 182 (8.75%) TDD
12 181 (8.70%) Continuous Delivery
13 169 (8.13%) Artificial Intelligence
14 163 (7.84%) Migration
15 155 (7.45%) Test Automation
16 154 (7.40%) Problem-Solving
17 145 (6.97%) Analytics
17 145 (6.97%) Data Science
18 138 (6.63%) Open Source
19 117 (5.63%) Scrum
Programming Languages
1 1,042 (50.10%) Python
2 566 (27.21%) Java
3 323 (15.53%) JavaScript
4 309 (14.86%) Bash Shell
5 292 (14.04%) PowerShell
6 266 (12.79%) Go
7 239 (11.49%) SQL
8 208 (10.00%) Ruby
9 170 (8.17%) C#
10 149 (7.16%) Scala
11 82 (3.94%) TypeScript
12 74 (3.56%) Kotlin
13 71 (3.41%) Shell Script
14 64 (3.08%) Groovy
15 52 (2.50%) Perl
16 51 (2.45%) PHP
17 50 (2.40%) R
18 40 (1.92%) Clojure
19 37 (1.78%) C
20 33 (1.59%) Java 8
Qualifications
1 108 (5.19%) Degree
2 77 (3.70%) AWS Certification
3 52 (2.50%) Computer Science Degree
4 23 (1.11%) Security Cleared
5 20 (0.96%) Cisco Certification
5 20 (0.96%) SC Cleared
6 15 (0.72%) CCNP
7 13 (0.63%) Microsoft Certification
8 11 (0.53%) SANS
9 9 (0.43%) PhD
10 8 (0.38%) CEPT
10 8 (0.38%) CREST Certified
10 8 (0.38%) EC-Council LPT
10 8 (0.38%) GXPN
10 8 (0.38%) OSCE
10 8 (0.38%) VMware Certified Professional (VCP)
11 7 (0.34%) Master's Degree
12 6 (0.29%) MCSE
13 5 (0.24%) RHCSA
14 4 (0.19%) (ISC)2 CCSP
Quality Assurance & Compliance
1 37 (1.78%) QA
2 20 (0.96%) PCI DSS
3 15 (0.72%) NIST
4 7 (0.34%) GDPR
5 6 (0.29%) SLA
6 4 (0.19%) Cyber Essentials
6 4 (0.19%) Data Quality
7 3 (0.14%) ISO/IEC 27001
System Software
1 1,172 (56.35%) Docker
2 70 (3.37%) VMware Infrastructure
3 61 (2.93%) VirtualBox
4 39 (1.88%) Active Directory
5 36 (1.73%) Hyper-V
6 19 (0.91%) vSphere
7 11 (0.53%) Virtual Machines
8 6 (0.29%) VMware ESXi
8 6 (0.29%) Xen
9 5 (0.24%) VMware Workstation
10 4 (0.19%) HDFS
10 4 (0.19%) OpenAM
10 4 (0.19%) zsh
11 3 (0.14%) Apache Flume
12 2 (0.096%) DFS Replication
12 2 (0.096%) iptables
12 2 (0.096%) OpenSSH
12 2 (0.096%) Samba
12 2 (0.096%) Varnish
12 2 (0.096%) Virtual Servers
Systems Management
1 1,100 (52.88%) Kubernetes
2 1,061 (51.01%) Ansible
3 448 (21.54%) Puppet
4 339 (16.30%) Opscode Chef
5 132 (6.35%) Packer
6 106 (5.10%) Prometheus
7 88 (4.23%) Docker Swarm
8 82 (3.94%) Grafana
9 54 (2.60%) Salt
10 48 (2.31%) Consul
11 46 (2.21%) Nagios
12 39 (1.88%) Istio
13 27 (1.30%) ZABBIX
14 24 (1.15%) Kibana
15 22 (1.06%) Graphite
16 19 (0.91%) Mesos
17 18 (0.87%) Tivoli
18 17 (0.82%) Kubeflow
19 14 (0.67%) Rancher
20 12 (0.58%) Marathon
Vendors
1 251 (12.07%) Google
2 168 (8.08%) Microsoft
3 97 (4.66%) VMware
4 92 (4.42%) Red Hat
5 78 (3.75%) Oracle
6 74 (3.56%) Splunk
7 58 (2.79%) Cloudera
8 53 (2.55%) IBM
9 42 (2.02%) Atlassian
9 42 (2.02%) Hortonworks
10 29 (1.39%) WorldPay
11 28 (1.35%) LogicMonitor
12 26 (1.25%) FIS
13 22 (1.06%) Databricks
13 22 (1.06%) SaltStack
14 21 (1.01%) Cisco
15 20 (0.96%) Dynatrace
16 19 (0.91%) Informatica
17 17 (0.82%) SAP
17 17 (0.82%) Talend