Period
to 20 September 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 20 September 2020 with a comparison to the same period in the previous 2 years.

Terraform
Central London > City of London
6 months to
20 Sep 2020
Same period 2019 Same period 2018
Rank 34 54 181
Rank change year-on-year +20 +127 +53
Permanent jobs citing Terraform 263 502 178
As % of all permanent jobs advertised in the City of London 6.85% 4.97% 1.62%
As % of the Systems Management category 35.16% 33.11% 14.77%
Number of salaries quoted 280 527 172
Median annual salary £75,000 £77,500 £72,500
Median salary % change year-on-year -3.23% +6.90% +3.57%
10th Percentile £55,000 £53,750 £51,250
90th Percentile £103,750 £105,000 £95,000
Central London median annual salary £75,000 £75,000 £72,500
% change year-on-year - +3.45% +3.57%

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 748 1,516 1,205
As % of all permanent IT jobs advertised in the City of London 19.48% 15.02% 10.94%
Number of salaries quoted 673 1,346 1,093
Median annual salary £72,500 £72,500 £67,500
Median salary % change year-on-year - +7.41% +12.50%
10th Percentile £48,250 £43,125 £41,000
90th Percentile £105,000 £105,000 £95,000
Central London median annual salary £72,500 £70,000 £65,000
% change year-on-year +3.57% +7.69% +8.33%

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 20 September 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 20 September 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 - 1 £87,500 -
Terraform
Central London

For the 6 months to 20 September 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.

1 190 (72.24%) DevOps
2 184 (69.96%) AWS
3 160 (60.84%) Kubernetes
4 152 (57.79%) Docker
5 122 (46.39%) Azure
5 122 (46.39%) Python
6 113 (42.97%) Infrastructure as Code
7 103 (39.16%) Ansible
8 98 (37.26%) Jenkins
9 77 (29.28%) Linux
10 75 (28.52%) Puppet
11 57 (21.67%) Java
12 55 (20.91%) Finance
12 55 (20.91%) GCP
13 47 (17.87%) Fintech
14 43 (16.35%) Configuration Management
15 42 (15.97%) Agile Software Development
15 42 (15.97%) Opscode Chef
16 40 (15.21%) Site Reliability Engineering
17 37 (14.07%) Microservices
17 37 (14.07%) Windows
18 35 (13.31%) Migration
19 33 (12.55%) JavaScript
19 33 (12.55%) Continuous Integration
19 33 (12.55%) Git (software)
20 32 (12.17%) Law
21 31 (11.79%) AWS CloudFormation
22 29 (11.03%) PowerShell
22 29 (11.03%) Artificial Intelligence
23 28 (10.65%) Infrastructure Automation

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 16 (6.08%) IIS
2 14 (5.32%) Elasticsearch
3 12 (4.56%) Cloud Foundry
4 7 (2.66%) Apache Spark
4 7 (2.66%) Confluence
5 6 (2.28%) Apache Airflow
6 4 (1.52%) Apache
7 3 (1.14%) Tomcat
8 1 (0.38%) CMS
8 1 (0.38%) Jupyter
8 1 (0.38%) MS Exchange
8 1 (0.38%) SharePoint
8 1 (0.38%) SilverStripe
8 1 (0.38%) WordPress
Business Applications
1 2 (0.76%) Payment Gateway
Cloud Services
1 184 (69.96%) AWS
2 122 (46.39%) Azure
3 55 (20.91%) GCP
4 31 (11.79%) AWS CloudFormation
5 25 (9.51%) SaaS
6 19 (7.22%) Serverless
7 17 (6.46%) Datadog
8 16 (6.08%) Amazon ECS
9 15 (5.70%) AWS Lambda
10 12 (4.56%) Amazon CloudWatch
11 11 (4.18%) Amazon EKS
12 10 (3.80%) GitHub
12 10 (3.80%) IaaS
12 10 (3.80%) PaaS
13 9 (3.42%) Office 365
13 9 (3.42%) Virtual Private Cloud
14 7 (2.66%) AWS Fargate
15 6 (2.28%) Amazon EC2
15 6 (2.28%) Cloud Computing
16 5 (1.90%) AWS CodeDeploy
Communications & Networking
1 11 (4.18%) Network Security
2 7 (2.66%) Firewall
3 3 (1.14%) HTTPS
3 3 (1.14%) Intrusion Detection
3 3 (1.14%) LAN
3 3 (1.14%) VPN
4 2 (0.76%) Cisco Wireless
4 2 (0.76%) DNS
4 2 (0.76%) HTTP
4 2 (0.76%) Kerberos
4 2 (0.76%) MVNO
4 2 (0.76%) SAN
4 2 (0.76%) SSL
4 2 (0.76%) Wireless
4 2 (0.76%) WLAN
4 2 (0.76%) X.509
5 1 (0.38%) DHCP
5 1 (0.38%) NetScaler
5 1 (0.38%) SSH
5 1 (0.38%) WAN
Database & Business Intelligence
1 12 (4.56%) PostgreSQL
2 11 (4.18%) Big Data
3 8 (3.04%) Hadoop
4 7 (2.66%) Blockchain
4 7 (2.66%) SQL Server
5 6 (2.28%) Amazon DynamoDB
5 6 (2.28%) MySQL
6 5 (1.90%) MongoDB
6 5 (1.90%) NoSQL
7 4 (1.52%) Bigtable
7 4 (1.52%) Presto
8 3 (1.14%) Amazon RDS
8 3 (1.14%) Cosmos DB
9 2 (0.76%) Apache Cassandra
9 2 (0.76%) Snowflake Schema
9 2 (0.76%) SQL Server Integration Services
10 1 (0.38%) DataStage
10 1 (0.38%) DB2
10 1 (0.38%) OLAP
10 1 (0.38%) OLTP
Development Applications
1 98 (37.26%) Jenkins
2 33 (12.55%) Git (software)
3 26 (9.89%) GitLab
3 26 (9.89%) JIRA
4 21 (7.98%) TeamCity
5 13 (4.94%) Atlassian Bamboo
5 13 (4.94%) Maven
6 12 (4.56%) eggPlant
6 12 (4.56%) Locust
7 11 (4.18%) Bitbucket
8 9 (3.42%) Gradle
8 9 (3.42%) IntelliJ
9 6 (2.28%) Octopus Deploy
10 5 (1.90%) Sonatype Nexus
11 3 (1.14%) Ant
11 3 (1.14%) Artifactory
12 2 (0.76%) GoCD
12 2 (0.76%) NUnit
12 2 (0.76%) Snyk
12 2 (0.76%) Vagrant
General
1 55 (20.91%) Finance
2 32 (12.17%) Law
3 10 (3.80%) Retail
3 10 (3.80%) Telecoms
4 8 (3.04%) Games
4 8 (3.04%) Publishing
5 5 (1.90%) Advertising
5 5 (1.90%) Marketing
6 4 (1.52%) Banking
7 3 (1.14%) Public Sector
8 2 (0.76%) Pharmaceutical
9 1 (0.38%) Front Office
9 1 (0.38%) Legal
9 1 (0.38%) Retail Banking
Job Titles
1 144 (54.75%) DevOps Engineer
2 86 (32.70%) AWS Engineer
3 62 (23.57%) AWS DevOps
4 58 (22.05%) AWS DevOps Engineer
5 52 (19.77%) Kubernetes Engineer
6 36 (13.69%) Senior DevOps
7 34 (12.93%) Azure Engineer
7 34 (12.93%) Senior DevOps Engineer
8 28 (10.65%) Azure DevOps Engineer
9 25 (9.51%) Python Engineer
10 22 (8.37%) Cloud Engineer
11 21 (7.98%) Site Reliability Engineer
12 20 (7.60%) Developer
13 18 (6.84%) Site Engineer
14 14 (5.32%) Platform Engineer
15 13 (4.94%) Java Developer
16 12 (4.56%) Senior Cloud Engineer
17 10 (3.80%) Infrastructure Engineer
18 9 (3.42%) Java Engineer
19 8 (3.04%) Windows Engineer
Libraries, Frameworks & Software Standards
1 13 (4.94%) YAML
2 11 (4.18%) Kafka
3 9 (3.42%) .NET
3 9 (3.42%) Web Services
4 8 (3.04%) Node.js
4 8 (3.04%) Vert.x
5 6 (2.28%) React
5 6 (2.28%) Ruby on Rails
6 4 (1.52%) AngularJS
6 4 (1.52%) Apache Beam
6 4 (1.52%) RESTful
6 4 (1.52%) Sensu
7 3 (1.14%) .NET Framework
7 3 (1.14%) Elastic Stack
7 3 (1.14%) JSON
7 3 (1.14%) Lambda Expressions
7 3 (1.14%) LDAP
7 3 (1.14%) RabbitMQ
7 3 (1.14%) Redux
8 2 (0.76%) SAML
Miscellaneous
1 16 (6.08%) Cloud Native
2 14 (5.32%) Greenfield Project
2 14 (5.32%) Public Cloud
3 10 (3.80%) Foreign Exchange (FX)
4 7 (2.66%) Data Centre
4 7 (2.66%) Video on Demand
5 4 (1.52%) Private Cloud
5 4 (1.52%) Virtual Team
6 3 (1.14%) Fixed Income
7 2 (0.76%) Algorithms
7 2 (0.76%) Analytical Skills
7 2 (0.76%) Enterprise Software
7 2 (0.76%) Linux Command Line
7 2 (0.76%) PKI
7 2 (0.76%) Social Media
7 2 (0.76%) Video Conferencing
8 1 (0.38%) Enterprise Storage
8 1 (0.38%) Hybrid Cloud
8 1 (0.38%) Mobile App
8 1 (0.38%) Self-Motivation
Operating Systems
1 77 (29.28%) Linux
2 37 (14.07%) Windows
3 19 (7.22%) Windows Server
4 9 (3.42%) Unix
5 1 (0.38%) Windows Server 2012
Processes & Methodologies
1 190 (72.24%) DevOps
2 113 (42.97%) Infrastructure as Code
3 47 (17.87%) Fintech
4 43 (16.35%) Configuration Management
5 42 (15.97%) Agile Software Development
6 40 (15.21%) Site Reliability Engineering
7 37 (14.07%) Microservices
8 35 (13.31%) Migration
9 33 (12.55%) Continuous Integration
10 29 (11.03%) Artificial Intelligence
11 28 (10.65%) Infrastructure Automation
12 26 (9.89%) Test Automation
13 21 (7.98%) Continuous Deployment
14 20 (7.60%) Data Science
15 18 (6.84%) Problem-Solving
16 17 (6.46%) Open Source
16 17 (6.46%) Software Delivery
17 16 (6.08%) Machine Learning
18 14 (5.32%) Deployment Automation
19 13 (4.94%) Mentoring
Programming Languages
1 122 (46.39%) Python
2 57 (21.67%) Java
3 33 (12.55%) JavaScript
4 29 (11.03%) PowerShell
5 27 (10.27%) C#
6 26 (9.89%) Go
7 24 (9.13%) Bash Shell
8 18 (6.84%) PHP
9 14 (5.32%) Ruby
9 14 (5.32%) Scala
10 10 (3.80%) SQL
11 9 (3.42%) Kotlin
12 7 (2.66%) ES6
13 6 (2.28%) R
13 6 (2.28%) TypeScript
14 5 (1.90%) Groovy
15 3 (1.14%) C++
16 2 (0.76%) Apex Code
16 2 (0.76%) Haskell
16 2 (0.76%) Java 8
Qualifications
1 10 (3.80%) AWS Certification
2 8 (3.04%) Degree
3 4 (1.52%) PhD
4 3 (1.14%) OCP
4 3 (1.14%) Oracle Certification
4 3 (1.14%) Security Cleared
5 2 (0.76%) CCNA
5 2 (0.76%) CCNP
5 2 (0.76%) Cisco Certification
6 1 (0.38%) CISM
6 1 (0.38%) CISSP
6 1 (0.38%) CSSLP
6 1 (0.38%) Microsoft Certification
Quality Assurance & Compliance
1 1 (0.38%) NIST
1 1 (0.38%) QA
System Software
1 152 (57.79%) Docker
2 8 (3.04%) VMware Infrastructure
3 6 (2.28%) Active Directory
4 2 (0.76%) Hyper-V
4 2 (0.76%) Virtual Machines
5 1 (0.38%) Apache Flume
5 1 (0.38%) DFS Replication
5 1 (0.38%) HDFS
5 1 (0.38%) vSphere
5 1 (0.38%) XenApp
5 1 (0.38%) XenDesktop
Systems Management
1 160 (60.84%) Kubernetes
2 103 (39.16%) Ansible
3 75 (28.52%) Puppet
4 42 (15.97%) Opscode Chef
5 21 (7.98%) Grafana
6 9 (3.42%) Kibana
6 9 (3.42%) ZABBIX
7 8 (3.04%) Control-M
8 7 (2.66%) Pingdom
8 7 (2.66%) Prometheus
9 5 (1.90%) Marathon
9 5 (1.90%) Mesos
10 4 (1.52%) Docker Swarm
11 3 (1.14%) Consul
11 3 (1.14%) logstash
11 3 (1.14%) QRadar
12 2 (0.76%) HP Fortify
12 2 (0.76%) Salt
12 2 (0.76%) Single Sign-On
13 1 (0.38%) Istio
Vendors
1 26 (9.89%) Microsoft
2 16 (6.08%) Google
3 12 (4.56%) VMware
4 7 (2.66%) EMC
5 5 (1.90%) Dell
5 5 (1.90%) Hitachi
5 5 (1.90%) Splunk
6 4 (1.52%) New Relic
7 3 (1.14%) IBM
7 3 (1.14%) Oracle
7 3 (1.14%) Perforce
8 2 (0.76%) Black Duck
8 2 (0.76%) Cisco
8 2 (0.76%) HP
8 2 (0.76%) Meraki
8 2 (0.76%) Ping Identity
8 2 (0.76%) Salesforce.com
8 2 (0.76%) Veracode
9 1 (0.38%) SaltStack
9 1 (0.38%) SnapLogic