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

Terraform
England > London
6 months to
5 Jul 2020
Same period 2019 Same period 2018
Rank 51 93 182
Rank change year-on-year +42 +89 +211
Permanent jobs citing Terraform 1,702 2,022 1,461
As % of all permanent jobs advertised in London 5.18% 3.43% 2.03%
As % of the Systems Management category 28.87% 23.43% 17.53%
Number of salaries quoted 1,490 1,830 1,308
Median annual salary £77,500 £75,000 £70,000
Median salary % change year-on-year +3.33% +7.14% +3.70%
10th Percentile £52,500 £52,500 £48,750
90th Percentile £102,500 £105,000 £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 5,896 8,629 8,335
As % of all permanent IT jobs advertised in London 17.94% 14.64% 11.56%
Number of salaries quoted 4,817 6,886 6,871
Median annual salary £72,500 £70,000 £65,000
Median salary % change year-on-year +3.57% +7.69% +8.33%
10th Percentile £43,750 £40,000 £40,000
90th Percentile £105,000 £100,000 £93,750
England median annual salary £62,500 £60,000 £55,000
% change year-on-year +4.17% +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 5 July 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 5 July 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 +43 448 £80,000 +6.67% 49
West London +61 42 £62,500 -7.41% 14
South London +17 42 £65,000 +8.33% 12
East London +3 5 £65,000 - 8
Terraform
England

For the 6 months to 5 July 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 1,182 (69.45%) DevOps
2 1,115 (65.51%) AWS
3 965 (56.70%) Docker
4 911 (53.53%) Kubernetes
5 837 (49.18%) Python
6 815 (47.88%) Ansible
7 579 (34.02%) Azure
8 549 (32.26%) Agile Software Development
9 546 (32.08%) Infrastructure as Code
10 495 (29.08%) Linux
10 495 (29.08%) Jenkins
11 429 (25.21%) GCP
12 418 (24.56%) Java
13 394 (23.15%) Finance
14 311 (18.27%) Puppet
15 295 (17.33%) Configuration Management
16 276 (16.22%) JavaScript
17 271 (15.92%) Continuous Integration
18 262 (15.39%) Serverless
19 260 (15.28%) AWS CloudFormation
20 258 (15.16%) Microservices
21 256 (15.04%) Fintech
22 233 (13.69%) Go
22 233 (13.69%) Bash Shell
23 224 (13.16%) PowerShell
24 222 (13.04%) Opscode Chef
25 210 (12.34%) Git (software)
26 198 (11.63%) Ruby
27 197 (11.57%) Google
28 180 (10.58%) Node.js

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 71 (4.17%) Elasticsearch
2 64 (3.76%) Apache Spark
3 45 (2.64%) Confluence
4 34 (2.00%) Apache
5 30 (1.76%) Apache Airflow
6 28 (1.65%) Tomcat
7 24 (1.41%) Cloud Foundry
8 19 (1.12%) IIS
9 15 (0.88%) OpenStack
10 10 (0.59%) CloudStack
11 8 (0.47%) Jupyter
12 7 (0.41%) nginx
13 6 (0.35%) WebSphere
14 5 (0.29%) Ethereum
14 5 (0.29%) SAS
14 5 (0.29%) WebLogic
15 4 (0.24%) CMS
15 4 (0.24%) SharePoint
15 4 (0.24%) WordPress
16 3 (0.18%) JBoss
Applications
1 1 (0.059%) Adobe Premiere
1 1 (0.059%) Mingle
Business Applications
1 11 (0.65%) Distributed Ledger
2 6 (0.35%) R3 Corda
3 3 (0.18%) Payment Gateway
3 3 (0.18%) SAP BPC
3 3 (0.18%) Sentinel
4 1 (0.059%) FLEXCUBE
4 1 (0.059%) Oracle Applications
4 1 (0.059%) Oracle EBS
Cloud Services
1 1,115 (65.51%) AWS
2 579 (34.02%) Azure
3 429 (25.21%) GCP
4 262 (15.39%) Serverless
5 260 (15.28%) AWS CloudFormation
6 151 (8.87%) Amazon ECS
7 138 (8.11%) SaaS
8 137 (8.05%) AWS Lambda
9 109 (6.40%) Amazon EC2
10 106 (6.23%) PaaS
11 83 (4.88%) Amazon EKS
12 80 (4.70%) Amazon S3
13 78 (4.58%) IaaS
14 69 (4.05%) Amazon CloudWatch
15 67 (3.94%) GitHub
16 66 (3.88%) Virtual Private Cloud
17 62 (3.64%) OpenShift
18 45 (2.64%) Cloud Computing
19 35 (2.06%) Amazon EMR
20 34 (2.00%) Amazon SQS
Communications & Networking
1 82 (4.82%) Firewall
2 54 (3.17%) DNS
3 49 (2.88%) VPN
4 36 (2.12%) TCP/IP
5 26 (1.53%) Internet
5 26 (1.53%) SAN
6 25 (1.47%) BGP
7 22 (1.29%) Network Security
8 20 (1.18%) HTTP
9 19 (1.12%) IPsec
10 18 (1.06%) SSL
11 12 (0.71%) SMTP
12 11 (0.65%) Cisco ISE
12 11 (0.65%) MPLS
12 11 (0.65%) VoIP
12 11 (0.65%) WAN
12 11 (0.65%) WLAN
13 9 (0.53%) FTP
13 9 (0.53%) Kerberos
13 9 (0.53%) OSPF
Database & Business Intelligence
1 101 (5.93%) NoSQL
2 82 (4.82%) PostgreSQL
3 76 (4.47%) Big Data
4 67 (3.94%) SQL Server
5 65 (3.82%) Amazon RDS
6 55 (3.23%) Hadoop
7 53 (3.11%) Amazon Redshift
8 50 (2.94%) Amazon DynamoDB
9 49 (2.88%) MySQL
10 46 (2.70%) MongoDB
11 42 (2.47%) Blockchain
12 31 (1.82%) Neo4j
13 30 (1.76%) Amazon Athena
14 24 (1.41%) BigQuery
15 23 (1.35%) Apache Cassandra
16 21 (1.23%) Redis
17 20 (1.18%) Cosmos DB
18 18 (1.06%) Relational Database
19 17 (1.00%) Data Warehouse
20 16 (0.94%) Data Lake
Development Applications
1 495 (29.08%) Jenkins
2 210 (12.34%) Git (software)
3 107 (6.29%) GitLab
4 98 (5.76%) Atlassian Bamboo
5 82 (4.82%) JIRA
5 82 (4.82%) TeamCity
6 54 (3.17%) Bitbucket
6 54 (3.17%) Vagrant
7 46 (2.70%) CircleCI
8 45 (2.64%) Octopus Deploy
9 43 (2.53%) Maven
10 35 (2.06%) Sonatype Nexus
11 30 (1.76%) webpack
12 29 (1.70%) Artifactory
13 26 (1.53%) Gradle
14 22 (1.29%) Babel
14 22 (1.29%) Selenium
15 21 (1.23%) Cucumber
16 16 (0.94%) Travis CI
17 15 (0.88%) IntelliJ
General
1 394 (23.15%) Finance
2 149 (8.75%) Banking
3 121 (7.11%) Retail
4 53 (3.11%) Games
5 37 (2.17%) Public Sector
6 35 (2.06%) Law
7 27 (1.59%) Telecoms
8 22 (1.29%) Marketing
9 21 (1.23%) Manufacturing
10 19 (1.12%) Advertising
10 19 (1.12%) Investment Banking
11 14 (0.82%) Automotive
12 13 (0.76%) Financial Institution
12 13 (0.76%) Front Office
13 6 (0.35%) Publishing
14 5 (0.29%) Pharmaceutical
14 5 (0.29%) Retail Banking
15 4 (0.24%) Back Office
16 2 (0.12%) Legal
16 2 (0.12%) Polish Language
Job Titles
1 774 (45.48%) DevOps Engineer
2 314 (18.45%) AWS Engineer
3 222 (13.04%) AWS DevOps
4 204 (11.99%) AWS DevOps Engineer
5 190 (11.16%) Developer
6 163 (9.58%) Cloud Engineer
7 145 (8.52%) Senior DevOps
8 135 (7.93%) Senior DevOps Engineer
9 119 (6.99%) Kubernetes Engineer
10 112 (6.58%) Platform Engineer
11 100 (5.88%) Site Reliability Engineer
12 95 (5.58%) Azure Engineer
12 95 (5.58%) Python Engineer
13 80 (4.70%) Site Engineer
14 68 (4.00%) Data Engineer
15 66 (3.88%) Azure DevOps Engineer
16 64 (3.76%) Architect
17 62 (3.64%) Lead DevOps
18 61 (3.58%) Senior Developer
19 60 (3.53%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 180 (10.58%) Node.js
2 133 (7.81%) Kafka
3 124 (7.29%) React
4 121 (7.11%) Web Services
5 114 (6.70%) .NET
6 84 (4.94%) AngularJS
7 73 (4.29%) REST
8 57 (3.35%) Elastic Stack
9 55 (3.23%) CSS
10 52 (3.06%) React Native
11 51 (3.00%) GraphQL
12 49 (2.88%) Redux
13 41 (2.41%) HTML
14 39 (2.29%) Spring
15 38 (2.23%) YAML
16 35 (2.06%) RESTful
17 33 (1.94%) Spring Boot
18 32 (1.88%) Vue.js
19 31 (1.82%) Sass
20 25 (1.47%) PhoneGap
Miscellaneous
1 129 (7.58%) Public Cloud
2 112 (6.58%) Cloud Native
3 74 (4.35%) Greenfield Project
4 57 (3.35%) Analytical Skills
5 52 (3.06%) Mobile App
6 51 (3.00%) Data Centre
7 34 (2.00%) Self-Motivation
8 32 (1.88%) Blog
9 31 (1.82%) Private Cloud
10 29 (1.70%) Hybrid Cloud
11 26 (1.53%) Virtual Team
12 25 (1.47%) User Experience
13 24 (1.41%) Foreign Exchange (FX)
14 19 (1.12%) Hedge funds
15 18 (1.06%) Acoustics
16 17 (1.00%) Data Structures
16 17 (1.00%) Distributed Denial-of-Service
16 17 (1.00%) Linux Command Line
17 16 (0.94%) PKI
18 15 (0.88%) Social Network
Operating Systems
1 495 (29.08%) Linux
2 175 (10.28%) Windows
3 69 (4.05%) Unix
4 54 (3.17%) Red Hat Enterprise Linux
5 52 (3.06%) CentOS
6 45 (2.64%) Windows Server
7 34 (2.00%) Ubuntu
8 23 (1.35%) VMS
9 17 (1.00%) Android
10 12 (0.71%) CoreOS
11 11 (0.65%) Apple iOS
12 9 (0.53%) Mac OS
13 6 (0.35%) Debian
13 6 (0.35%) Windows Server 2016
13 6 (0.35%) zOS
14 4 (0.24%) Windows Server 2019
15 3 (0.18%) Windows Server 2012
16 2 (0.12%) SUSE
16 2 (0.12%) SUSE Linux Enterprise Server
17 1 (0.059%) Mac OS X
Processes & Methodologies
1 1,182 (69.45%) DevOps
2 549 (32.26%) Agile Software Development
3 546 (32.08%) Infrastructure as Code
4 295 (17.33%) Configuration Management
5 271 (15.92%) Continuous Integration
6 258 (15.16%) Microservices
7 256 (15.04%) Fintech
8 177 (10.40%) Site Reliability Engineering
9 169 (9.93%) Software Engineering
10 161 (9.46%) TDD
11 160 (9.40%) Continuous Delivery
12 138 (8.11%) Migration
13 137 (8.05%) Machine Learning
14 120 (7.05%) Artificial Intelligence
15 119 (6.99%) Infrastructure Automation
16 111 (6.52%) Analytics
17 110 (6.46%) Deployment Automation
18 109 (6.40%) Test Automation
19 108 (6.35%) Scrum
20 106 (6.23%) Problem-Solving
Programming Languages
1 837 (49.18%) Python
2 418 (24.56%) Java
3 276 (16.22%) JavaScript
4 233 (13.69%) Bash Shell
4 233 (13.69%) Go
5 224 (13.16%) PowerShell
6 198 (11.63%) Ruby
7 164 (9.64%) SQL
8 135 (7.93%) Scala
9 100 (5.88%) C#
10 81 (4.76%) TypeScript
11 71 (4.17%) Groovy
11 71 (4.17%) Kotlin
12 62 (3.64%) Shell Script
13 46 (2.70%) Clojure
14 35 (2.06%) PHP
15 31 (1.82%) Perl
16 27 (1.59%) R
17 25 (1.47%) Java 8
18 24 (1.41%) ES6
Qualifications
1 120 (7.05%) Degree
2 77 (4.52%) AWS Certification
3 40 (2.35%) Computer Science Degree
4 34 (2.00%) Security Cleared
5 28 (1.65%) SC Cleared
6 22 (1.29%) Cisco Certification
7 18 (1.06%) CCNP
8 16 (0.94%) SANS
9 10 (0.59%) CISSP
10 8 (0.47%) CEPT
10 8 (0.47%) CREST Certified
10 8 (0.47%) EC-Council LPT
10 8 (0.47%) GXPN
10 8 (0.47%) Master's Degree
10 8 (0.47%) OSCE
10 8 (0.47%) PhD
10 8 (0.47%) VMware Certified Professional (VCP)
11 7 (0.41%) Microsoft Certification
12 6 (0.35%) OCP
12 6 (0.35%) Oracle Certification
Quality Assurance & Compliance
1 21 (1.23%) SLA
2 17 (1.00%) NIST
3 11 (0.65%) PCI DSS
4 6 (0.35%) QA
5 1 (0.059%) GDPR
5 1 (0.059%) ISO/IEC 27001
System Software
1 965 (56.70%) Docker
2 69 (4.05%) VMware Infrastructure
3 37 (2.17%) VirtualBox
4 36 (2.12%) Active Directory
5 33 (1.94%) vSphere
6 30 (1.76%) Hyper-V
7 12 (0.71%) Virtual Machines
8 8 (0.47%) Samba
9 7 (0.41%) VMware ESXi
10 4 (0.24%) OpenAM
11 3 (0.18%) Apache Flume
11 3 (0.18%) HDFS
12 2 (0.12%) DFS Replication
12 2 (0.12%) OpenSSH
12 2 (0.12%) vCloud
12 2 (0.12%) Virtual Servers
13 1 (0.059%) Apache ZooKeeper
13 1 (0.059%) Oracle RAC
13 1 (0.059%) Varnish
13 1 (0.059%) Virtual Desktop
Systems Management
1 911 (53.53%) Kubernetes
2 815 (47.88%) Ansible
3 311 (18.27%) Puppet
4 222 (13.04%) Opscode Chef
5 84 (4.94%) Packer
6 80 (4.70%) Prometheus
7 79 (4.64%) Grafana
8 56 (3.29%) Docker Swarm
9 33 (1.94%) Consul
10 27 (1.59%) Nagios
11 23 (1.35%) Graphite
12 18 (1.06%) Mesos
13 17 (1.00%) Istio
14 16 (0.94%) Kibana
14 16 (0.94%) ZABBIX
15 15 (0.88%) Marathon
15 15 (0.88%) Salt
16 14 (0.82%) Kubeflow
17 10 (0.59%) Hadoop YARN
18 9 (0.53%) Opsview
Vendors
1 197 (11.57%) Google
2 115 (6.76%) Microsoft
3 89 (5.23%) VMware
4 57 (3.35%) Red Hat
5 54 (3.17%) Oracle
6 44 (2.59%) Cloudera
7 34 (2.00%) Splunk
8 33 (1.94%) IBM
9 25 (1.47%) Hortonworks
10 22 (1.29%) Dell
10 22 (1.29%) EMC
11 20 (1.18%) Hitachi
12 19 (1.12%) Cisco
13 18 (1.06%) Atlassian
14 16 (0.94%) CrowdStrike
14 16 (0.94%) Informatica
14 16 (0.94%) LogicMonitor
14 16 (0.94%) Tableau
15 14 (0.82%) Talend
16 13 (0.76%) Brocade