Period
to 5 April 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 5 April 2020 with a comparison to the same period in the previous 2 years.

Terraform
Central London > City of London
6 months to
5 Apr 2020
Same period 2019 Same period 2018
Rank 53 104 172
Rank change year-on-year +51 +68 +122
Permanent jobs citing Terraform 391 305 184
As % of all permanent jobs advertised in the City of London 4.52% 2.95% 1.72%
As % of the Systems Management category 28.94% 21.39% 16.74%
Number of salaries quoted 378 300 166
Median annual salary £77,500 £77,500 £70,000
Median salary % change year-on-year - +10.71% +7.69%
10th Percentile £53,375 £52,500 £48,750
90th Percentile £105,000 £100,000 £93,750
Central London median annual salary £80,000 £75,000 £70,000
% change year-on-year +6.67% +7.14% -

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 1,351 1,426 1,099
As % of all permanent IT jobs advertised in the City of London 15.62% 13.80% 10.25%
Number of salaries quoted 1,184 1,291 988
Median annual salary £72,500 £70,000 £62,500
Median salary % change year-on-year +3.57% +12.00% -
10th Percentile £45,000 £42,500 £38,600
90th Percentile £107,125 £100,000 £95,000
Central London median annual salary £74,000 £67,500 £60,000
% change year-on-year +9.63% +12.50% -

Terraform
Job Vacancy Trend in the City of London

Job postings citing Terraform as a proportion 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

3-month moving average salary quoted in 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

Salary distribution for jobs citing Terraform in the City of London over the 6 months to 5 April 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 5 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
London Bridge - 2 £95,000 -
Moorgate - 1 £52,500 -
Terraform
Central London

For the 6 months to 5 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 City of London region with a requirement for Terraform.

1 274 (70.08%) DevOps
2 239 (61.13%) AWS
3 219 (56.01%) Docker
4 202 (51.66%) Kubernetes
5 191 (48.85%) Ansible
6 182 (46.55%) Python
7 136 (34.78%) Azure
8 134 (34.27%) Infrastructure as Code
9 104 (26.60%) Agile Software Development
10 97 (24.81%) Jenkins
11 96 (24.55%) Java
12 94 (24.04%) Linux
13 88 (22.51%) Finance
14 84 (21.48%) GCP
15 82 (20.97%) Fintech
15 82 (20.97%) Puppet
16 76 (19.44%) Configuration Management
17 65 (16.62%) Continuous Integration
18 62 (15.86%) PowerShell
18 62 (15.86%) Opscode Chef
19 58 (14.83%) AWS CloudFormation
20 54 (13.81%) Site Reliability Engineering
21 53 (13.55%) SQL
22 52 (13.30%) Bash Shell
23 50 (12.79%) JavaScript
24 47 (12.02%) Banking
25 43 (11.00%) Software Engineering
25 43 (11.00%) Artificial Intelligence
26 42 (10.74%) Scala
27 41 (10.49%) Git (software)

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 (4.60%) Confluence
1 18 (4.60%) Elasticsearch
2 16 (4.09%) Apache Spark
3 11 (2.81%) Apache
3 11 (2.81%) Apache Airflow
4 7 (1.79%) SAS
4 7 (1.79%) Tomcat
5 4 (1.02%) OpenStack
6 3 (0.77%) Apache Pig
6 3 (0.77%) Jupyter
7 2 (0.51%) IIS
7 2 (0.51%) WebSphere
8 1 (0.26%) Ethereum
8 1 (0.26%) nginx
8 1 (0.26%) SharePoint
8 1 (0.26%) WebSphere Application Server
Business Applications
1 6 (1.53%) Payment Gateway
2 5 (1.28%) Sentinel
Cloud Services
1 239 (61.13%) AWS
2 136 (34.78%) Azure
3 84 (21.48%) GCP
4 58 (14.83%) AWS CloudFormation
5 30 (7.67%) Serverless
6 24 (6.14%) Amazon ECS
7 23 (5.88%) Amazon EC2
8 22 (5.63%) AWS Lambda
9 19 (4.86%) Amazon EKS
10 18 (4.60%) IaaS
11 17 (4.35%) Virtual Private Cloud
12 15 (3.84%) PaaS
13 11 (2.81%) AWS Fargate
14 10 (2.56%) CloudFront
15 9 (2.30%) Amazon S3
16 8 (2.05%) Datadog
16 8 (2.05%) SaaS
17 7 (1.79%) Azure Active Directory
18 6 (1.53%) AWS CodePipeline
18 6 (1.53%) npm
Communications & Networking
1 23 (5.88%) TCP/IP
2 17 (4.35%) BGP
3 13 (3.32%) DNS
4 5 (1.28%) Firewall
5 3 (0.77%) DHCP
5 3 (0.77%) SAN
6 2 (0.51%) VSAN
7 1 (0.26%) Internet
7 1 (0.26%) Intranet
7 1 (0.26%) VPN
Database & Business Intelligence
1 20 (5.12%) Blockchain
1 20 (5.12%) NoSQL
2 18 (4.60%) Big Data
3 17 (4.35%) Hadoop
3 17 (4.35%) PostgreSQL
4 14 (3.58%) Amazon DynamoDB
5 10 (2.56%) Amazon Redshift
5 10 (2.56%) Relational Database
6 9 (2.30%) Azure SQL Database
6 9 (2.30%) SQL Server
7 8 (2.05%) Apache Cassandra
8 7 (1.79%) MySQL
8 7 (1.79%) Pentaho
9 6 (1.53%) Neo4j
10 5 (1.28%) Cosmos DB
10 5 (1.28%) MongoDB
11 4 (1.02%) Data Warehouse
11 4 (1.02%) OLAP
11 4 (1.02%) OLTP
11 4 (1.02%) Redis
Development Applications
1 97 (24.81%) Jenkins
2 41 (10.49%) Git (software)
3 27 (6.91%) JIRA
4 18 (4.60%) Maven
5 17 (4.35%) Bitbucket
6 14 (3.58%) TeamCity
7 11 (2.81%) SonarQube
8 9 (2.30%) Artifactory
9 8 (2.05%) NUnit
10 7 (1.79%) GitLab
10 7 (1.79%) Octopus Deploy
11 6 (1.53%) Gradle
12 5 (1.28%) Cypress.io
12 5 (1.28%) gulp
12 5 (1.28%) Liquibase
12 5 (1.28%) MSTest
12 5 (1.28%) Sonatype Nexus
13 4 (1.02%) Atlassian Bamboo
13 4 (1.02%) JUnit
13 4 (1.02%) Selenium
General
1 88 (22.51%) Finance
2 47 (12.02%) Banking
3 23 (5.88%) Retail
4 12 (3.07%) Telecoms
5 10 (2.56%) Public Sector
6 6 (1.53%) Investment Banking
7 5 (1.28%) Advertising
8 4 (1.02%) Financial Institution
8 4 (1.02%) Law
9 3 (0.77%) Marketing
10 2 (0.51%) Digital Economy
10 2 (0.51%) Manufacturing
11 1 (0.26%) Games
11 1 (0.26%) Publishing
11 1 (0.26%) Retail Banking
11 1 (0.26%) Retail Finance
Job Titles
1 184 (47.06%) DevOps Engineer
2 71 (18.16%) AWS Engineer
3 51 (13.04%) AWS DevOps
4 47 (12.02%) AWS DevOps Engineer
5 45 (11.51%) Senior DevOps
6 41 (10.49%) Senior DevOps Engineer
7 33 (8.44%) Cloud Engineer
8 32 (8.18%) Azure Engineer
9 31 (7.93%) Kubernetes Engineer
10 26 (6.65%) Azure DevOps Engineer
11 25 (6.39%) Administrator
11 25 (6.39%) Data Engineer
12 24 (6.14%) Developer
13 23 (5.88%) Site Reliability Engineer
14 20 (5.12%) Python Engineer
14 20 (5.12%) Systems Administrator
15 19 (4.86%) Infrastructure Engineer
16 18 (4.60%) Platform Engineer
16 18 (4.60%) Software Engineer
17 14 (3.58%) Architect
Libraries, Frameworks & Software Standards
1 30 (7.67%) Web Services
2 29 (7.42%) .NET
3 27 (6.91%) Node.js
4 26 (6.65%) Kafka
5 18 (4.60%) React
6 17 (4.35%) CSS
7 14 (3.58%) jQuery
8 11 (2.81%) .NET Framework
8 11 (2.81%) AngularJS
8 11 (2.81%) HTML
9 10 (2.56%) .NET Core
9 10 (2.56%) RESTful
10 8 (2.05%) ASP.NET Web API
10 8 (2.05%) Entity Framework
10 8 (2.05%) Twitter Bootstrap
11 7 (1.79%) Lambda Expressions
12 6 (1.53%) RabbitMQ
12 6 (1.53%) REST
13 5 (1.28%) Sass
13 5 (1.28%) SignalR
Miscellaneous
1 24 (6.14%) Greenfield Project
2 17 (4.35%) Data Centre
3 16 (4.09%) Analytical Skills
3 16 (4.09%) Cloud Native
4 13 (3.32%) Public Cloud
5 12 (3.07%) Linux Command Line
6 10 (2.56%) Self-Motivation
7 8 (2.05%) N-Tier
8 7 (1.79%) Algorithms
9 6 (1.53%) Renewable Energy
10 5 (1.28%) Data Structures
10 5 (1.28%) Virtual Team
11 4 (1.02%) Fixed Income
11 4 (1.02%) Hybrid Cloud
12 2 (0.51%) Hedge funds
12 2 (0.51%) Private Cloud
13 1 (0.26%) Enterprise Software
13 1 (0.26%) Equities
13 1 (0.26%) Mobile App
13 1 (0.26%) User Experience
Operating Systems
1 94 (24.04%) Linux
2 36 (9.21%) Windows
3 22 (5.63%) Windows Server
4 19 (4.86%) Unix
5 13 (3.32%) CentOS
6 8 (2.05%) Red Hat Enterprise Linux
7 5 (1.28%) Ubuntu
8 2 (0.51%) Windows Server 2016
8 2 (0.51%) Windows Server 2019
9 1 (0.26%) Android
9 1 (0.26%) Apple iOS
9 1 (0.26%) Windows Server 2008
Processes & Methodologies
1 274 (70.08%) DevOps
2 134 (34.27%) Infrastructure as Code
3 104 (26.60%) Agile Software Development
4 82 (20.97%) Fintech
5 76 (19.44%) Configuration Management
6 65 (16.62%) Continuous Integration
7 54 (13.81%) Site Reliability Engineering
8 43 (11.00%) Artificial Intelligence
8 43 (11.00%) Software Engineering
9 39 (9.97%) Microservices
10 36 (9.21%) Infrastructure Automation
11 33 (8.44%) Problem-Solving
12 30 (7.67%) Continuous Delivery
12 30 (7.67%) Data Science
12 30 (7.67%) Test Automation
13 28 (7.16%) Scrum
14 27 (6.91%) Migration
15 26 (6.65%) Machine Learning
16 24 (6.14%) Computer Science
17 23 (5.88%) Infrastructure Engineering
Programming Languages
1 182 (46.55%) Python
2 96 (24.55%) Java
3 62 (15.86%) PowerShell
4 53 (13.55%) SQL
5 52 (13.30%) Bash Shell
6 50 (12.79%) JavaScript
7 42 (10.74%) Scala
8 37 (9.46%) Go
9 32 (8.18%) C#
10 28 (7.16%) TypeScript
11 27 (6.91%) Shell Script
12 22 (5.63%) Ruby
13 10 (2.56%) R
14 9 (2.30%) Kotlin
15 8 (2.05%) PL/SQL
16 7 (1.79%) Java 8
17 6 (1.53%) PHP
18 5 (1.28%) C++
19 4 (1.02%) T-SQL
20 3 (0.77%) Haskell
Qualifications
1 36 (9.21%) Degree
2 20 (5.12%) Computer Science Degree
3 13 (3.32%) AWS Certification
4 7 (1.79%) PhD
5 6 (1.53%) Master's Degree
6 5 (1.28%) Microsoft Certification
7 2 (0.51%) PRINCE2 Certification
8 1 (0.26%) OCP
8 1 (0.26%) Oracle Certification
Quality Assurance & Compliance
1 7 (1.79%) PCI DSS
2 3 (0.77%) GDPR
3 1 (0.26%) ISO/IEC 27001
3 1 (0.26%) NIST
3 1 (0.26%) QA
System Software
1 219 (56.01%) Docker
2 24 (6.14%) VMware Infrastructure
3 19 (4.86%) Hyper-V
4 18 (4.60%) VirtualBox
5 11 (2.81%) Active Directory
6 5 (1.28%) vSphere
7 4 (1.02%) VMware Workstation
7 4 (1.02%) Xen
8 3 (0.77%) Apache Flume
8 3 (0.77%) HDFS
9 1 (0.26%) OpenAM
9 1 (0.26%) VMware ESXi
Systems Management
1 202 (51.66%) Kubernetes
2 191 (48.85%) Ansible
3 82 (20.97%) Puppet
4 62 (15.86%) Opscode Chef
5 21 (5.37%) Packer
6 16 (4.09%) Prometheus
7 13 (3.32%) Salt
8 11 (2.81%) Marathon
8 11 (2.81%) Mesos
9 10 (2.56%) Grafana
10 8 (2.05%) Consul
11 7 (1.79%) Docker Swarm
12 4 (1.02%) Kibana
12 4 (1.02%) Nagios
13 3 (0.77%) Hadoop YARN
13 3 (0.77%) Rancher
13 3 (0.77%) Red Hat Satellite
13 3 (0.77%) vCenter Server
14 2 (0.51%) Icinga
14 2 (0.51%) PowerCLI
Vendors
1 35 (8.95%) Google
2 31 (7.93%) Microsoft
3 28 (7.16%) VMware
4 18 (4.60%) Red Hat
5 17 (4.35%) LogicMonitor
6 11 (2.81%) Cloudera
7 8 (2.05%) Oracle
8 5 (1.28%) SnapLogic
9 4 (1.02%) Hortonworks
9 4 (1.02%) IBM
9 4 (1.02%) Tableau
10 3 (0.77%) Cisco
10 3 (0.77%) MapR
10 3 (0.77%) SolarWinds
10 3 (0.77%) Splunk
11 2 (0.51%) AppDynamics
11 2 (0.51%) Coverity
11 2 (0.51%) CyberArk
11 2 (0.51%) F5
11 2 (0.51%) New Relic