Period
to 13 October 2019

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 13 October 2019 with a comparison to the same period in the previous 2 years.

Terraform
Central London > City of London
6 months to
13 Oct 2019
Same period 2018 Same period 2017
Rank 56 182 234
Rank change year-on-year +126 +52 +115
Permanent jobs citing Terraform 489 179 98
As % of all permanent IT jobs advertised in the City of London 4.89% 1.63% 0.98%
As % of the Systems Management category 33.24% 14.29% 9.30%
Number of salaries quoted 437 167 92
City of London median annual salary £77,500 £75,000 £72,500
Median salary % change year-on-year +3.33% +3.45% +7.41%
10th Percentile £52,500 £52,500 £53,875
90th Percentile £105,000 £95,000 £91,125
Central London median annual salary £75,000 £75,000 £72,500
% change year-on-year - +3.45% +11.54%

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 1,471 1,253 1,054
As % of all permanent IT jobs advertised in the City of London 14.72% 11.42% 10.53%
Number of salaries quoted 1,287 1,137 967
City of London median annual salary £72,500 £67,500 £62,500
Median salary % change year-on-year +7.41% +8.00% +8.70%
10th Percentile £41,250 £41,250 £37,500
90th Percentile £105,000 £95,000 £100,000
Central London median annual salary £70,000 £65,000 £60,000
% change year-on-year +7.69% +8.33% +4.35%

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 13 October 2019.

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 13 October 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
London Bridge - 2 - - 2
Terraform
Central London

For the 6 months to 13 October 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 City of London region with a requirement for Terraform.

1 373 (76.28%) DevOps
2 360 (73.62%) AWS
3 282 (57.67%) Docker
4 277 (56.65%) Kubernetes
5 234 (47.85%) Python
6 182 (37.22%) Ansible
7 181 (37.01%) Linux
8 168 (34.36%) Azure
9 147 (30.06%) Infrastructure as Code
10 137 (28.02%) Agile Software Development
11 120 (24.54%) GCP
12 118 (24.13%) Puppet
13 116 (23.72%) Bash Shell
14 103 (21.06%) Jenkins
15 97 (19.84%) Java
16 85 (17.38%) AWS CloudFormation
17 81 (16.56%) Windows
18 80 (16.36%) SQL
19 77 (15.75%) PowerShell
20 74 (15.13%) Microservices
21 72 (14.72%) Finance
22 70 (14.31%) Machine Learning
23 68 (13.91%) Fintech
24 66 (13.50%) Google
25 63 (12.88%) Migration
26 58 (11.86%) Artificial Intelligence
27 57 (11.66%) VMware
27 57 (11.66%) Big Data
28 56 (11.45%) Data Science
29 53 (10.84%) Scala

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 32 (6.54%) Apache Spark
2 13 (2.66%) Elasticsearch
3 12 (2.45%) OpenStack
4 11 (2.25%) Confluence
5 10 (2.04%) Apache
6 8 (1.64%) Cloud Foundry
7 6 (1.23%) Tomcat
8 5 (1.02%) IIS
8 5 (1.02%) Skype for Business
9 4 (0.82%) nginx
10 3 (0.61%) Apache Airflow
11 2 (0.41%) JBoss
11 2 (0.41%) Luigi
11 2 (0.41%) SAS
11 2 (0.41%) SharePoint
11 2 (0.41%) WebSphere
11 2 (0.41%) Zope
12 1 (0.20%) WebLogic
12 1 (0.20%) WebSphere Application Server
12 1 (0.20%) WordPress
Cloud Services
1 360 (73.62%) AWS
2 168 (34.36%) Azure
3 120 (24.54%) GCP
4 85 (17.38%) AWS CloudFormation
5 41 (8.38%) IaaS
6 40 (8.18%) Serverless
7 24 (4.91%) PaaS
8 21 (4.29%) AWS Lambda
8 21 (4.29%) Datadog
8 21 (4.29%) GitHub
9 17 (3.48%) Virtual Private Cloud
10 15 (3.07%) Amazon EC2
11 14 (2.86%) SaaS
12 13 (2.66%) Amazon ECS
12 13 (2.66%) Amazon S3
13 8 (1.64%) Amazon ELB
13 8 (1.64%) OpenShift
14 7 (1.43%) Amazon EKS
14 7 (1.43%) Cloud Computing
15 6 (1.23%) Power Platform
Communications & Networking
1 24 (4.91%) TCP/IP
2 20 (4.09%) BGP
3 17 (3.48%) Firewall
4 13 (2.66%) DNS
5 9 (1.84%) HTTP
5 9 (1.84%) VPN
6 6 (1.23%) Network Security
6 6 (1.23%) Skype
7 5 (1.02%) Internet
7 5 (1.02%) WAN
8 4 (0.82%) Software-Defined Networking
9 3 (0.61%) DHCP
9 3 (0.61%) Unified Communications
10 1 (0.20%) HTTPS
10 1 (0.20%) LAN
10 1 (0.20%) SAN
10 1 (0.20%) SSL
10 1 (0.20%) VSAN
Database & Business Intelligence
1 57 (11.66%) Big Data
2 43 (8.79%) PostgreSQL
3 25 (5.11%) Hadoop
3 25 (5.11%) SQL Server
4 22 (4.50%) MySQL
5 19 (3.89%) Azure SQL Database
6 10 (2.04%) Amazon RDS
6 10 (2.04%) MongoDB
7 9 (1.84%) Data Warehouse
8 7 (1.43%) Amazon DynamoDB
8 7 (1.43%) NoSQL
9 6 (1.23%) Amazon Athena
9 6 (1.23%) Apache Cassandra
9 6 (1.23%) Microsoft Analysis Services
9 6 (1.23%) Power BI
9 6 (1.23%) SQL Server Analysis Services
10 5 (1.02%) Blockchain
10 5 (1.02%) Redis
10 5 (1.02%) Relational Database
11 4 (0.82%) Amazon Aurora
Development Applications
1 103 (21.06%) Jenkins
2 46 (9.41%) Git (software)
3 32 (6.54%) Atlassian Bamboo
4 28 (5.73%) TeamCity
5 24 (4.91%) GitLab
6 16 (3.27%) JIRA
7 15 (3.07%) Bitbucket
7 15 (3.07%) Octopus Deploy
8 9 (1.84%) CircleCI
8 9 (1.84%) GoCD
9 7 (1.43%) CF BOSH
10 5 (1.02%) Artifactory
10 5 (1.02%) Selenium
10 5 (1.02%) Travis CI
10 5 (1.02%) Vagrant
11 4 (0.82%) JMeter
11 4 (0.82%) Maven
12 3 (0.61%) gulp
12 3 (0.61%) webpack
13 2 (0.41%) git-flow
General
1 72 (14.72%) Finance
2 24 (4.91%) Law
3 23 (4.70%) Banking
4 20 (4.09%) Retail
5 13 (2.66%) Advertising
6 12 (2.45%) Marketing
7 10 (2.04%) Telecoms
8 7 (1.43%) Back Office
8 7 (1.43%) Front Office
8 7 (1.43%) Games
9 5 (1.02%) Public Sector
9 5 (1.02%) Publishing
10 4 (0.82%) Manufacturing
10 4 (0.82%) Retail Banking
11 3 (0.61%) Electronics
11 3 (0.61%) Financial Institution
12 2 (0.41%) Legal
13 1 (0.20%) Music Industry
13 1 (0.20%) Pharmaceutical
Job Titles
1 229 (46.83%) DevOps Engineer
2 137 (28.02%) AWS Engineer
3 119 (24.34%) AWS DevOps
4 98 (20.04%) AWS DevOps Engineer
5 64 (13.09%) Kubernetes Engineer
6 57 (11.66%) Senior DevOps
7 52 (10.63%) Cloud Engineer
8 51 (10.43%) Senior DevOps Engineer
9 47 (9.61%) Linux Engineer
9 47 (9.61%) Linux/Unix DevOps
10 45 (9.20%) Python Engineer
11 44 (9.00%) Linux DevOps Engineer
12 43 (8.79%) Developer
13 31 (6.34%) Azure DevOps
13 31 (6.34%) Azure Engineer
14 29 (5.93%) Data Engineer
15 27 (5.52%) Consultant
16 23 (4.70%) Scala Developer
17 21 (4.29%) Architect
17 21 (4.29%) Senior Developer
Libraries, Frameworks & Software Standards
1 37 (7.57%) React
2 36 (7.36%) Node.js
3 32 (6.54%) RabbitMQ
4 27 (5.52%) Kafka
5 25 (5.11%) .NET
6 20 (4.09%) Elastic Stack
6 20 (4.09%) React Native
7 18 (3.68%) GraphQL
8 17 (3.48%) Pandas
8 17 (3.48%) scikit-learn
8 17 (3.48%) TensorFlow
9 16 (3.27%) Keras
10 14 (2.86%) CSS
10 14 (2.86%) jQuery
11 13 (2.66%) Web Services
12 12 (2.45%) ASP.NET Web API
13 11 (2.25%) .NET Core
13 11 (2.25%) .NET Framework
13 11 (2.25%) Entity Framework
13 11 (2.25%) Twitter Bootstrap
Miscellaneous
1 44 (9.00%) Greenfield Project
2 35 (7.16%) Data Centre
3 30 (6.13%) Algorithms
4 29 (5.93%) Analytical Skills
5 24 (4.91%) Public Cloud
6 20 (4.09%) Video\Live Streaming
7 19 (3.89%) Linux Command Line
8 16 (3.27%) Data Structures
9 15 (3.07%) Renewable Energy
10 10 (2.04%) N-Tier
11 9 (1.84%) Hybrid Cloud
12 7 (1.43%) Social Media
13 6 (1.23%) Management Information System
13 6 (1.23%) Private Cloud
13 6 (1.23%) Self-Motivation
14 5 (1.02%) Enterprise Software
15 4 (0.82%) Blog
15 4 (0.82%) Mobile App
15 4 (0.82%) Virtual Team
16 3 (0.61%) Cloud Native
Operating Systems
1 181 (37.01%) Linux
2 81 (16.56%) Windows
3 44 (9.00%) Windows Server
4 24 (4.91%) Unix
5 6 (1.23%) CentOS
6 5 (1.02%) Red Hat Enterprise Linux
6 5 (1.02%) Ubuntu
7 4 (0.82%) Data ONTAP
8 2 (0.41%) Windows Server 2008
8 2 (0.41%) Windows Server 2012
9 1 (0.20%) Amazon Linux
9 1 (0.20%) Android
9 1 (0.20%) Apple iOS
9 1 (0.20%) Solaris
9 1 (0.20%) VyOS
9 1 (0.20%) Windows 10
Processes & Methodologies
1 373 (76.28%) DevOps
2 147 (30.06%) Infrastructure as Code
3 137 (28.02%) Agile Software Development
4 74 (15.13%) Microservices
5 70 (14.31%) Machine Learning
6 68 (13.91%) Fintech
7 63 (12.88%) Migration
8 58 (11.86%) Artificial Intelligence
9 56 (11.45%) Data Science
10 48 (9.82%) Computer Science
11 47 (9.61%) Problem-Solving
12 43 (8.79%) Analytics
13 42 (8.59%) Configuration Management
14 41 (8.38%) Continuous Integration
15 40 (8.18%) Test Automation
16 33 (6.75%) Infrastructure Engineering
17 31 (6.34%) Software Engineering
18 30 (6.13%) Continuous Delivery
18 30 (6.13%) Infrastructure Automation
18 30 (6.13%) Site Reliability Engineering
Programming Languages
1 234 (47.85%) Python
2 116 (23.72%) Bash Shell
3 97 (19.84%) Java
4 80 (16.36%) SQL
5 77 (15.75%) PowerShell
6 53 (10.84%) Scala
7 48 (9.82%) JavaScript
8 39 (7.98%) Go
9 33 (6.75%) TypeScript
10 31 (6.34%) Ruby
10 31 (6.34%) Shell Script
11 24 (4.91%) C#
12 18 (3.68%) C++
13 15 (3.07%) PHP
14 8 (1.64%) Kotlin
15 7 (1.43%) Perl
16 4 (0.82%) C
16 4 (0.82%) Java 8
17 2 (0.41%) PL/SQL
18 1 (0.20%) Haskell
Qualifications
1 48 (9.82%) Degree
2 30 (6.13%) Computer Science Degree
3 18 (3.68%) Master's Degree
4 17 (3.48%) PhD
5 10 (2.04%) AWS Certification
6 4 (0.82%) RHCE
6 4 (0.82%) RHCSA
6 4 (0.82%) Security Cleared
7 1 (0.20%) PRINCE2 Certification
7 1 (0.20%) SC Cleared
Quality Assurance & Compliance
1 7 (1.43%) QA
2 3 (0.61%) PCI DSS
3 2 (0.41%) ISO/IEC 27001
3 2 (0.41%) NIST
4 1 (0.20%) SLA
System Software
1 282 (57.67%) Docker
2 39 (7.98%) VMware Infrastructure
3 32 (6.54%) Hyper-V
4 21 (4.29%) Active Directory
5 20 (4.09%) VirtualBox
6 14 (2.86%) vSphere
7 9 (1.84%) VMware Workstation
8 7 (1.43%) XenApp
9 4 (0.82%) Ceph
9 4 (0.82%) Gluster
9 4 (0.82%) KVM
9 4 (0.82%) VMware NSX
9 4 (0.82%) Xen
10 3 (0.61%) VMware ESXi
11 2 (0.41%) XenDesktop
12 1 (0.20%) Apache ZooKeeper
12 1 (0.20%) HDFS
12 1 (0.20%) Postfix
12 1 (0.20%) Virtual Desktop
Systems Management
1 277 (56.65%) Kubernetes
2 182 (37.22%) Ansible
3 118 (24.13%) Puppet
4 53 (10.84%) Opscode Chef
5 33 (6.75%) Packer
6 17 (3.48%) Consul
7 12 (2.45%) Prometheus
8 9 (1.84%) Nagios
9 8 (1.64%) Grafana
10 6 (1.23%) Salt
11 5 (1.02%) Rancher
12 4 (0.82%) Kibana
13 3 (0.61%) HAProxy
13 3 (0.61%) HP SiteScope
13 3 (0.61%) Istio
13 3 (0.61%) logstash
13 3 (0.61%) SCCM
13 3 (0.61%) vCenter Server
13 3 (0.61%) ZABBIX
14 2 (0.41%) Mesos
Vendors
1 66 (13.50%) Google
2 57 (11.66%) VMware
3 44 (9.00%) Microsoft
4 20 (4.09%) LogicMonitor
5 10 (2.04%) Cisco
5 10 (2.04%) Red Hat
6 8 (1.64%) Citrix
6 8 (1.64%) Veeam
7 6 (1.23%) Atlassian
7 6 (1.23%) Oracle
8 4 (0.82%) Meraki
8 4 (0.82%) New Relic
8 4 (0.82%) SaltStack
8 4 (0.82%) Splunk
9 3 (0.61%) Alteryx
9 3 (0.61%) AppDynamics
9 3 (0.61%) Cloudera
9 3 (0.61%) Perforce
9 3 (0.61%) SAP
9 3 (0.61%) SnapLogic