Period
to 19 February 2020

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 19 February 2020 with a comparison to the same period in the previous 2 years.

Terraform
Central London > City of London
6 months to
19 Feb 2020
Same period 2019 Same period 2018
Rank 62 117 196
Rank change year-on-year +55 +79 +96
Permanent jobs citing Terraform 368 277 146
As % of all permanent IT jobs advertised in the City of London 4.04% 2.67% 1.37%
As % of the Systems Management category 28.07% 19.65% 13.72%
Number of salaries quoted 322 254 125
City of London median annual salary £77,500 £80,000 £70,000
Median salary % change year-on-year -3.13% +14.29% +9.80%
10th Percentile £47,500 £51,975 £48,750
90th Percentile £99,750 £95,000 £94,000
Central London median annual salary £80,000 £75,000 £75,000
% change year-on-year +6.67% - +15.38%

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 the City of London with a requirement for systems management skills.

All Systems Management Skills
City of London
Permanent vacancies with a requirement for systems management skills 1,311 1,410 1,064
As % of all permanent IT jobs advertised in the City of London 14.40% 13.57% 9.98%
Number of salaries quoted 1,121 1,286 961
City of London median annual salary £72,500 £70,000 £62,500
Median salary % change year-on-year +3.57% +12.00% +4.17%
10th Percentile £42,110 £42,500 £38,500
90th Percentile £108,750 £95,250 £97,500
Central London median annual salary £72,500 £65,500 £60,000
% change year-on-year +10.69% +9.17% -

Terraform
Job Vacancy Trend in the City of London

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

Job vacancy trend for Terraform in the City of London

Terraform
Salary Trend in the City of London

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

Salary trend for Terraform in the City of London

Terraform
Salary Histogram in the City of London

The salary distribution of IT jobs citing Terraform in the City of London over the 6 months to 19 February 2020.

Salary histogram for Terraform in the City of London

Terraform
Job Locations in the City of London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Terraform within the City of London region over the 6 months to 19 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 Bridge - 3 £80,000 -
Terraform
Central London

For the 6 months to 19 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 City of London region with a requirement for Terraform.

1 251 (68.21%) DevOps
2 236 (64.13%) AWS
3 194 (52.72%) Docker
4 176 (47.83%) Kubernetes
5 171 (46.47%) Ansible
6 167 (45.38%) Python
7 119 (32.34%) Azure
8 116 (31.52%) Infrastructure as Code
9 112 (30.43%) Agile Software Development
10 90 (24.46%) Linux
11 84 (22.83%) Java
11 84 (22.83%) Fintech
12 81 (22.01%) Finance
13 79 (21.47%) Puppet
13 79 (21.47%) Jenkins
14 72 (19.57%) GCP
15 65 (17.66%) Bash Shell
16 61 (16.58%) Configuration Management
17 60 (16.30%) SQL
18 57 (15.49%) PowerShell
19 56 (15.22%) AWS CloudFormation
19 56 (15.22%) Site Reliability Engineering
20 54 (14.67%) JavaScript
21 50 (13.59%) Continuous Integration
22 48 (13.04%) Opscode Chef
23 47 (12.77%) Scala
24 46 (12.50%) Microservices
25 44 (11.96%) Windows
26 42 (11.41%) Banking
27 41 (11.14%) Problem-Solving

Terraform
Co-occurring IT Skills in the City of 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 18 (4.89%) Apache Spark
2 12 (3.26%) Confluence
3 11 (2.99%) Elasticsearch
4 7 (1.90%) Apache
4 7 (1.90%) SAS
5 5 (1.36%) OpenStack
6 4 (1.09%) Apache Airflow
6 4 (1.09%) Tomcat
7 3 (0.82%) Apache Pig
7 3 (0.82%) IIS
8 2 (0.54%) WebSphere
9 1 (0.27%) Ethereum
9 1 (0.27%) Jupyter
9 1 (0.27%) nginx
9 1 (0.27%) WebSphere Application Server
Business Applications
1 4 (1.09%) Payment Gateway
1 4 (1.09%) Sentinel
Cloud Services
1 236 (64.13%) AWS
2 119 (32.34%) Azure
3 72 (19.57%) GCP
4 56 (15.22%) AWS CloudFormation
5 27 (7.34%) Serverless
6 22 (5.98%) Amazon EC2
7 18 (4.89%) Amazon ECS
7 18 (4.89%) PaaS
8 17 (4.62%) AWS Lambda
9 16 (4.35%) IaaS
10 12 (3.26%) Amazon EKS
10 12 (3.26%) Virtual Private Cloud
11 9 (2.45%) Amazon S3
12 8 (2.17%) CloudFront
12 8 (2.17%) Datadog
13 7 (1.90%) Azure Active Directory
13 7 (1.90%) GitHub
14 6 (1.63%) AWS Fargate
14 6 (1.63%) OpenShift
14 6 (1.63%) SaaS
Communications & Networking
1 27 (7.34%) TCP/IP
2 21 (5.71%) BGP
3 13 (3.53%) DNS
4 6 (1.63%) Firewall
5 3 (0.82%) DHCP
5 3 (0.82%) SAN
6 2 (0.54%) VPN
6 2 (0.54%) VSAN
7 1 (0.27%) Internet
Database & Business Intelligence
1 27 (7.34%) Big Data
2 20 (5.43%) Hadoop
3 16 (4.35%) PostgreSQL
4 15 (4.08%) NoSQL
5 13 (3.53%) Azure SQL Database
5 13 (3.53%) Blockchain
6 12 (3.26%) Amazon DynamoDB
7 10 (2.72%) Relational Database
8 9 (2.45%) Amazon Redshift
8 9 (2.45%) MySQL
9 8 (2.17%) SQL Server
10 7 (1.90%) Amazon RDS
10 7 (1.90%) Pentaho
10 7 (1.90%) Redis
11 6 (1.63%) Amazon Athena
12 5 (1.36%) Cosmos DB
13 4 (1.09%) Amazon Aurora
13 4 (1.09%) Apache Cassandra
13 4 (1.09%) MongoDB
14 3 (0.82%) Apache Hive
Development Applications
1 79 (21.47%) Jenkins
2 33 (8.97%) Git (software)
3 18 (4.89%) JIRA
4 16 (4.35%) TeamCity
5 14 (3.80%) Maven
6 12 (3.26%) Bitbucket
7 10 (2.72%) Artifactory
7 10 (2.72%) Octopus Deploy
8 9 (2.45%) SonarQube
9 8 (2.17%) NUnit
10 7 (1.90%) Atlassian Bamboo
11 6 (1.63%) CircleCI
11 6 (1.63%) GitLab
12 5 (1.36%) Cypress.io
12 5 (1.36%) gulp
12 5 (1.36%) MSTest
13 4 (1.09%) Gradle
13 4 (1.09%) JUnit
13 4 (1.09%) Selenium
13 4 (1.09%) Vagrant
General
1 81 (22.01%) Finance
2 42 (11.41%) Banking
3 15 (4.08%) Retail
4 9 (2.45%) Public Sector
4 9 (2.45%) Telecoms
5 7 (1.90%) Advertising
6 6 (1.63%) Investment Banking
7 5 (1.36%) Marketing
8 4 (1.09%) Financial Institution
8 4 (1.09%) Law
8 4 (1.09%) Manufacturing
9 2 (0.54%) Digital Economy
10 1 (0.27%) Electronics
10 1 (0.27%) Games
10 1 (0.27%) Publishing
10 1 (0.27%) Retail Banking
10 1 (0.27%) Retail Finance
Job Titles
1 153 (41.58%) DevOps Engineer
2 49 (13.32%) AWS Engineer
3 41 (11.14%) AWS DevOps
4 37 (10.05%) Senior DevOps
5 35 (9.51%) AWS DevOps Engineer
6 33 (8.97%) Developer
6 33 (8.97%) Senior DevOps Engineer
7 28 (7.61%) Administrator
8 26 (7.07%) Site Reliability Engineer
9 24 (6.52%) Data Engineer
9 24 (6.52%) Kubernetes Engineer
10 23 (6.25%) Systems Administrator
11 22 (5.98%) Cloud Engineer
12 21 (5.71%) Architect
13 20 (5.43%) Infrastructure Engineer
13 20 (5.43%) Senior Developer
14 18 (4.89%) Azure Engineer
15 17 (4.62%) Platform Engineer
16 16 (4.35%) Azure DevOps Engineer
16 16 (4.35%) Scala Developer
Libraries, Frameworks & Software Standards
1 38 (10.33%) .NET
2 31 (8.42%) Web Services
3 27 (7.34%) Kafka
4 25 (6.79%) React
5 24 (6.52%) CSS
5 24 (6.52%) Node.js
6 21 (5.71%) jQuery
7 16 (4.35%) .NET Framework
8 14 (3.80%) .NET Core
9 13 (3.53%) ASP.NET Web API
9 13 (3.53%) Entity Framework
9 13 (3.53%) Twitter Bootstrap
10 11 (2.99%) AngularJS
11 10 (2.72%) TensorFlow
12 9 (2.45%) HTML
13 8 (2.17%) GraphQL
13 8 (2.17%) RESTful
13 8 (2.17%) scikit-learn
14 7 (1.90%) Keras
14 7 (1.90%) Pandas
Miscellaneous
1 36 (9.78%) Greenfield Project
2 25 (6.79%) Data Centre
3 21 (5.71%) Analytical Skills
4 16 (4.35%) Linux Command Line
5 14 (3.80%) Algorithms
6 13 (3.53%) N-Tier
6 13 (3.53%) Public Cloud
6 13 (3.53%) Renewable Energy
7 11 (2.99%) Self-Motivation
8 9 (2.45%) Cloud Native
8 9 (2.45%) Data Structures
9 5 (1.36%) Virtual Team
10 4 (1.09%) Fixed Income
10 4 (1.09%) Social Media
11 3 (0.82%) Hybrid Cloud
12 2 (0.54%) Enterprise Software
12 2 (0.54%) Hedge funds
13 1 (0.27%) Blog
13 1 (0.27%) Equities
13 1 (0.27%) Video on Demand
Operating Systems
1 90 (24.46%) Linux
2 44 (11.96%) Windows
3 29 (7.88%) Windows Server
4 23 (6.25%) Unix
5 13 (3.53%) CentOS
6 7 (1.90%) Red Hat Enterprise Linux
7 5 (1.36%) Ubuntu
8 2 (0.54%) Windows Server 2008
9 1 (0.27%) Android
9 1 (0.27%) Apple iOS
9 1 (0.27%) Solaris
Processes & Methodologies
1 251 (68.21%) DevOps
2 116 (31.52%) Infrastructure as Code
3 112 (30.43%) Agile Software Development
4 84 (22.83%) Fintech
5 61 (16.58%) Configuration Management
6 56 (15.22%) Site Reliability Engineering
7 50 (13.59%) Continuous Integration
8 46 (12.50%) Microservices
9 41 (11.14%) Problem-Solving
10 40 (10.87%) Software Engineering
11 35 (9.51%) Computer Science
11 35 (9.51%) Data Science
12 34 (9.24%) Test Automation
13 31 (8.42%) Artificial Intelligence
14 26 (7.07%) Infrastructure Engineering
15 25 (6.79%) Machine Learning
16 23 (6.25%) Infrastructure Automation
17 21 (5.71%) API Integration
17 21 (5.71%) Continuous Delivery
18 20 (5.43%) OO
Programming Languages
1 167 (45.38%) Python
2 84 (22.83%) Java
3 65 (17.66%) Bash Shell
4 60 (16.30%) SQL
5 57 (15.49%) PowerShell
6 54 (14.67%) JavaScript
7 47 (12.77%) Scala
8 36 (9.78%) C#
9 35 (9.51%) Go
10 32 (8.70%) Shell Script
11 25 (6.79%) TypeScript
12 18 (4.89%) Ruby
13 9 (2.45%) C++
14 7 (1.90%) PHP
14 7 (1.90%) PL/SQL
15 6 (1.63%) Kotlin
16 5 (1.36%) Java 8
16 5 (1.36%) Perl
17 3 (0.82%) R
17 3 (0.82%) T-SQL
Qualifications
1 37 (10.05%) Degree
2 27 (7.34%) Computer Science Degree
3 12 (3.26%) Master's Degree
4 10 (2.72%) AWS Certification
5 8 (2.17%) PhD
6 5 (1.36%) Microsoft Certification
7 2 (0.54%) PRINCE2 Certification
8 1 (0.27%) SC Cleared
8 1 (0.27%) Security Cleared
Quality Assurance & Compliance
1 8 (2.17%) PCI DSS
2 3 (0.82%) GDPR
3 2 (0.54%) ISO/IEC 27001
3 2 (0.54%) NIST
3 2 (0.54%) QA
System Software
1 194 (52.72%) Docker
2 31 (8.42%) VMware Infrastructure
3 24 (6.52%) Hyper-V
4 22 (5.98%) VirtualBox
5 12 (3.26%) Active Directory
6 5 (1.36%) Xen
7 4 (1.09%) VMware Workstation
7 4 (1.09%) vSphere
8 3 (0.82%) Apache Flume
8 3 (0.82%) HDFS
8 3 (0.82%) VMware ESXi
9 1 (0.27%) Apache ZooKeeper
9 1 (0.27%) OpenAM
Systems Management
1 176 (47.83%) Kubernetes
2 171 (46.47%) Ansible
3 79 (21.47%) Puppet
4 48 (13.04%) Opscode Chef
5 26 (7.07%) Packer
6 15 (4.08%) Salt
7 9 (2.45%) Consul
7 9 (2.45%) Mesos
7 9 (2.45%) Prometheus
8 8 (2.17%) Grafana
9 7 (1.90%) Docker Swarm
9 7 (1.90%) Marathon
10 5 (1.36%) Nagios
11 4 (1.09%) vCenter Server
12 3 (0.82%) Hadoop YARN
12 3 (0.82%) Rancher
12 3 (0.82%) Red Hat Satellite
13 2 (0.54%) Kibana
13 2 (0.54%) PowerCLI
13 2 (0.54%) SCCM
Vendors
1 38 (10.33%) Google
2 36 (9.78%) Microsoft
2 36 (9.78%) VMware
3 21 (5.71%) LogicMonitor
4 16 (4.35%) Red Hat
5 11 (2.99%) Cloudera
6 8 (2.17%) Oracle
7 4 (1.09%) Hortonworks
7 4 (1.09%) IBM
7 4 (1.09%) Splunk
8 3 (0.82%) AppDynamics
8 3 (0.82%) Cisco
8 3 (0.82%) F5
8 3 (0.82%) MapR
8 3 (0.82%) SolarWinds
9 2 (0.54%) CheckPoint
9 2 (0.54%) Coverity
9 2 (0.54%) HP
9 2 (0.54%) SonicWALL
9 2 (0.54%) Veeam