Period
to 17 February 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 17 February 2020 with a comparison to the same period in the previous 2 years.

Terraform
England > London
6 months to
17 Feb 2020
Same period 2019 Same period 2018
Rank 74 140 262
Rank change year-on-year +66 +122 +269
Permanent jobs citing Terraform 2,066 1,519 939
As % of all permanent IT jobs advertised in London 4.07% 2.45% 1.35%
As % of the Systems Management category 25.82% 18.29% 12.75%
Number of salaries quoted 1,595 1,166 790
London median annual salary £80,000 £75,000 £70,000
Median salary % change year-on-year +6.67% +7.14% +7.69%
10th Percentile £55,000 £50,000 £50,000
90th Percentile £107,500 £95,000 £90,000
England median annual salary £72,500 £67,500 £65,000
% change year-on-year +7.41% +3.85% -

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 8,001 8,307 7,366
As % of all permanent IT jobs advertised in London 15.77% 13.38% 10.57%
Number of salaries quoted 6,202 6,670 6,191
London median annual salary £70,000 £67,500 £62,500
Median salary % change year-on-year +3.70% +8.00% +4.17%
10th Percentile £40,000 £38,500 £37,500
90th Percentile £102,500 £95,000 £90,000
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

Terraform
Job Vacancy Trend in London

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

Job vacancy trend for Terraform in London

Terraform
Salary Trend in London

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

Salary trend for Terraform in London

Terraform
Salary Histogram in London

The salary distribution of IT jobs citing Terraform in London over the 6 months to 17 February 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 17 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
Central London +64 482 £77,500 +3.33% 150
South London +13 61 £67,500 - 19
West London +52 46 £71,250 +9.62% 27
East London +9 7 £67,500 +3.85% 23
North London -10 1 £75,000 - 8
Terraform
England

For the 6 months to 17 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 London region with a requirement for Terraform.

1 1,470 (71.15%) DevOps
2 1,415 (68.49%) AWS
3 1,212 (58.66%) Docker
4 1,124 (54.40%) Kubernetes
5 1,097 (53.10%) Ansible
6 1,049 (50.77%) Python
7 851 (41.19%) Agile Software Development
8 795 (38.48%) Azure
9 702 (33.98%) Linux
10 653 (31.61%) Jenkins
11 639 (30.93%) Infrastructure as Code
12 619 (29.96%) Java
13 548 (26.52%) Puppet
14 519 (25.12%) Finance
15 483 (23.38%) GCP
16 424 (20.52%) Opscode Chef
17 422 (20.43%) Software Engineering
18 415 (20.09%) Configuration Management
19 397 (19.22%) Continuous Integration
20 393 (19.02%) Microservices
21 371 (17.96%) AWS CloudFormation
22 342 (16.55%) Bash Shell
23 334 (16.17%) JavaScript
23 334 (16.17%) Windows
24 322 (15.59%) PowerShell
25 280 (13.55%) Go
26 276 (13.36%) Serverless
27 271 (13.12%) SQL
28 269 (13.02%) Google
29 266 (12.88%) Fintech

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
1 130 (6.29%) Apache Spark
2 80 (3.87%) Elasticsearch
3 66 (3.19%) Confluence
4 64 (3.10%) IIS
5 57 (2.76%) Tomcat
6 55 (2.66%) Apache
7 41 (1.98%) nginx
8 25 (1.21%) OpenStack
9 21 (1.02%) Apache Airflow
10 18 (0.87%) CMS
11 15 (0.73%) Adobe Experience Manager
11 15 (0.73%) Headless CMS
12 10 (0.48%) SAS
13 9 (0.44%) SharePoint
14 6 (0.29%) WebSphere
15 4 (0.19%) Apache Solr
15 4 (0.19%) Ethereum
15 4 (0.19%) Jupyter
16 3 (0.15%) Apache Pig
16 3 (0.15%) WildFly
Applications
1 3 (0.15%) HipChat
Business Applications
1 30 (1.45%) Payment Gateway
2 4 (0.19%) Sentinel
3 3 (0.15%) SAP BPC
Cloud Services
1 1,415 (68.49%) AWS
2 795 (38.48%) Azure
3 483 (23.38%) GCP
4 371 (17.96%) AWS CloudFormation
5 276 (13.36%) Serverless
6 219 (10.60%) Amazon EC2
7 210 (10.16%) AWS Lambda
8 199 (9.63%) Amazon ECS
9 166 (8.03%) Amazon S3
10 159 (7.70%) OpenShift
11 153 (7.41%) PaaS
12 112 (5.42%) GitHub
13 106 (5.13%) Virtual Private Cloud
14 104 (5.03%) IaaS
15 99 (4.79%) Amazon EKS
16 95 (4.60%) Amazon SQS
17 90 (4.36%) SaaS
18 89 (4.31%) Cloud Computing
19 71 (3.44%) Amazon CloudWatch
20 49 (2.37%) Route 53
Communications & Networking
1 113 (5.47%) Firewall
2 88 (4.26%) DNS
3 78 (3.78%) TCP/IP
4 50 (2.42%) VPN
5 36 (1.74%) Internet
6 28 (1.36%) BGP
7 25 (1.21%) SSL
8 23 (1.11%) HTTP
9 15 (0.73%) DHCP
10 10 (0.48%) Calico
10 10 (0.48%) FTP
10 10 (0.48%) SAN
10 10 (0.48%) SMTP
10 10 (0.48%) SSH
11 6 (0.29%) WAN
12 5 (0.24%) IPsec
12 5 (0.24%) LAN
12 5 (0.24%) Skype
13 4 (0.19%) HTTPS
13 4 (0.19%) Network Security
Database & Business Intelligence
1 177 (8.57%) Amazon RDS
2 143 (6.92%) Amazon Redshift
3 140 (6.78%) PostgreSQL
4 137 (6.63%) Big Data
5 130 (6.29%) NoSQL
6 112 (5.42%) Hadoop
7 79 (3.82%) MySQL
8 74 (3.58%) SQL Server
9 56 (2.71%) Neo4j
10 51 (2.47%) Amazon Athena
11 50 (2.42%) Redis
12 47 (2.27%) Amazon DynamoDB
13 46 (2.23%) Relational Database
14 43 (2.08%) Apache Cassandra
15 32 (1.55%) MongoDB
16 29 (1.40%) Blockchain
17 28 (1.36%) Azure SQL Database
18 26 (1.26%) RDBMS
19 24 (1.16%) Electronic Patient Records
20 14 (0.68%) Data Warehouse
Development Applications
1 653 (31.61%) Jenkins
2 202 (9.78%) Git (software)
3 167 (8.08%) TeamCity
4 149 (7.21%) Atlassian Bamboo
5 125 (6.05%) Vagrant
6 115 (5.57%) JIRA
7 111 (5.37%) GitLab
8 105 (5.08%) Artifactory
9 102 (4.94%) Octopus Deploy
10 88 (4.26%) CircleCI
11 76 (3.68%) Maven
12 75 (3.63%) Bitbucket
13 58 (2.81%) Team Foundation Server
14 50 (2.42%) SonarQube
15 42 (2.03%) IBM UrbanCode
16 41 (1.98%) Sonatype Nexus
17 38 (1.84%) Cucumber
17 38 (1.84%) JUnit
18 35 (1.69%) Gradle
19 34 (1.65%) Visual Studio Team System
General
1 519 (25.12%) Finance
2 238 (11.52%) Banking
3 130 (6.29%) Retail
4 91 (4.40%) Front Office
5 67 (3.24%) Public Sector
6 51 (2.47%) Investment Banking
7 39 (1.89%) Manufacturing
8 33 (1.60%) Games
9 25 (1.21%) Marketing
10 24 (1.16%) Law
11 23 (1.11%) Telecoms
12 20 (0.97%) Automotive
13 19 (0.92%) Billing
14 14 (0.68%) Financial Institution
15 12 (0.58%) Advertising
16 9 (0.44%) Retail Banking
17 3 (0.15%) Publishing
18 2 (0.097%) French Language
18 2 (0.097%) German Language
18 2 (0.097%) Spanish Language
Job Titles
1 895 (43.32%) DevOps Engineer
2 342 (16.55%) AWS Engineer
3 240 (11.62%) Developer
4 206 (9.97%) Cloud Engineer
5 194 (9.39%) AWS DevOps
6 184 (8.91%) AWS DevOps Engineer
7 164 (7.94%) Senior DevOps
8 148 (7.16%) Platform Engineer
9 146 (7.07%) Senior DevOps Engineer
10 139 (6.73%) Software Engineer
11 136 (6.58%) Architect
12 118 (5.71%) Kubernetes Engineer
13 108 (5.23%) Python Engineer
14 92 (4.45%) Data Engineer
15 86 (4.16%) Senior Software Engineer
16 84 (4.07%) Infrastructure Engineer
17 81 (3.92%) Azure Engineer
18 80 (3.87%) Senior Developer
19 77 (3.73%) Site Reliability Engineer
20 76 (3.68%) Lead DevOps
Libraries, Frameworks & Software Standards
1 204 (9.87%) Node.js
2 200 (9.68%) Web Services
3 186 (9.00%) .NET
4 178 (8.62%) React
5 156 (7.55%) Kafka
6 129 (6.24%) AngularJS
7 121 (5.86%) Elastic Stack
8 105 (5.08%) REST
9 97 (4.70%) Spring
10 87 (4.21%) CSS
11 72 (3.48%) RESTful
12 68 (3.29%) Spring Boot
13 61 (2.95%) Redux
14 54 (2.61%) TensorFlow
15 52 (2.52%) Spark Streaming
16 51 (2.47%) Vue.js
17 50 (2.42%) HTML
18 43 (2.08%) J2EE
18 43 (2.08%) RabbitMQ
19 40 (1.94%) GraphQL
Miscellaneous
1 174 (8.42%) Greenfield Project
2 130 (6.29%) Public Cloud
3 107 (5.18%) Cloud Native
4 85 (4.11%) Fixed Income
5 75 (3.63%) Analytical Skills
6 62 (3.00%) Blog
7 59 (2.86%) Linux Command Line
8 56 (2.71%) Hedge funds
9 53 (2.57%) Hybrid Cloud
9 53 (2.57%) Mobile App
10 49 (2.37%) Data Centre
11 43 (2.08%) Foreign Exchange (FX)
12 42 (2.03%) Derivative
13 37 (1.79%) Data Structures
14 36 (1.74%) Algorithms
14 36 (1.74%) Equities
15 34 (1.65%) Private Cloud
16 33 (1.60%) Self-Motivation
17 27 (1.31%) Acoustics
18 25 (1.21%) Renewable Energy
Operating Systems
1 702 (33.98%) Linux
2 334 (16.17%) Windows
3 144 (6.97%) Unix
4 64 (3.10%) Windows Server
5 62 (3.00%) Red Hat Enterprise Linux
6 53 (2.57%) CentOS
7 25 (1.21%) Ubuntu
7 25 (1.21%) VMS
8 21 (1.02%) Mesosphere
9 17 (0.82%) Android
10 16 (0.77%) Apple iOS
11 14 (0.68%) CoreOS
12 9 (0.44%) zOS
13 7 (0.34%) Mac OS
13 7 (0.34%) Solaris
14 6 (0.29%) Debian
15 3 (0.15%) Fedora
15 3 (0.15%) SUSE
16 2 (0.097%) Amazon Linux
16 2 (0.097%) Windows Server 2008
Processes & Methodologies
1 1,470 (71.15%) DevOps
2 851 (41.19%) Agile Software Development
3 639 (30.93%) Infrastructure as Code
4 422 (20.43%) Software Engineering
5 415 (20.09%) Configuration Management
6 397 (19.22%) Continuous Integration
7 393 (19.02%) Microservices
8 266 (12.88%) Fintech
9 207 (10.02%) Site Reliability Engineering
10 196 (9.49%) Continuous Delivery
11 193 (9.34%) TDD
12 181 (8.76%) Test Automation
13 180 (8.71%) Open Source
14 176 (8.52%) Artificial Intelligence
15 171 (8.28%) Machine Learning
16 170 (8.23%) Analytics
17 168 (8.13%) Problem-Solving
18 159 (7.70%) Migration
19 146 (7.07%) Asset Management
20 143 (6.92%) Data Science
Programming Languages
1 1,049 (50.77%) Python
2 619 (29.96%) Java
3 342 (16.55%) Bash Shell
4 334 (16.17%) JavaScript
5 322 (15.59%) PowerShell
6 280 (13.55%) Go
7 271 (13.12%) SQL
8 229 (11.08%) Ruby
9 204 (9.87%) C#
10 141 (6.82%) Scala
11 83 (4.02%) Shell Script
11 83 (4.02%) TypeScript
12 79 (3.82%) Perl
13 69 (3.34%) R
14 64 (3.10%) Kotlin
15 52 (2.52%) PHP
16 51 (2.47%) Groovy
17 49 (2.37%) C++
18 31 (1.50%) C
18 31 (1.50%) Java 8
Qualifications
1 111 (5.37%) Degree
2 72 (3.48%) AWS Certification
3 69 (3.34%) Computer Science Degree
4 32 (1.55%) Security Cleared
5 26 (1.26%) SC Cleared
6 13 (0.63%) Master's Degree
7 11 (0.53%) Microsoft Certification
8 10 (0.48%) Cisco Certification
9 9 (0.44%) PhD
10 7 (0.34%) CCNP
10 7 (0.34%) SANS
11 5 (0.24%) CEPT
11 5 (0.24%) CREST Certified
11 5 (0.24%) EC-Council LPT
11 5 (0.24%) GXPN
11 5 (0.24%) MCSA
11 5 (0.24%) MCSE
11 5 (0.24%) OSCE
12 3 (0.15%) ITIL Certification
12 3 (0.15%) PRINCE2 Certification
Quality Assurance & Compliance
1 60 (2.90%) QA
2 16 (0.77%) PCI DSS
3 8 (0.39%) GDPR
3 8 (0.39%) NIST
4 5 (0.24%) Data Quality
5 4 (0.19%) Cyber Essentials
5 4 (0.19%) ISO/IEC 27001
6 2 (0.097%) ISO/IEC 20000
6 2 (0.097%) SLA
System Software
1 1,212 (58.66%) Docker
2 72 (3.48%) VirtualBox
2 72 (3.48%) VMware Infrastructure
3 44 (2.13%) Active Directory
4 34 (1.65%) Hyper-V
5 16 (0.77%) vSphere
6 13 (0.63%) Virtual Machines
7 8 (0.39%) Xen
8 6 (0.29%) GridGain
8 6 (0.29%) VMware Workstation
9 5 (0.24%) HDFS
9 5 (0.24%) iptables
9 5 (0.24%) zsh
10 4 (0.19%) VMware ESXi
11 3 (0.15%) Apache Flume
11 3 (0.15%) Apache ZooKeeper
11 3 (0.15%) OpenAM
11 3 (0.15%) Varnish
11 3 (0.15%) XenApp
11 3 (0.15%) XenDesktop
Systems Management
1 1,124 (54.40%) Kubernetes
2 1,097 (53.10%) Ansible
3 548 (26.52%) Puppet
4 424 (20.52%) Opscode Chef
5 156 (7.55%) Packer
6 132 (6.39%) Prometheus
7 118 (5.71%) Docker Swarm
8 102 (4.94%) Grafana
9 94 (4.55%) Consul
10 83 (4.02%) Salt
11 61 (2.95%) Nagios
12 54 (2.61%) Rancher
13 49 (2.37%) Istio
14 45 (2.18%) ZABBIX
15 35 (1.69%) Graphite
16 34 (1.65%) Kibana
17 26 (1.26%) Tivoli
18 24 (1.16%) Mesos
19 21 (1.02%) Automic
19 21 (1.02%) Opsview
Vendors
1 269 (13.02%) Google
2 197 (9.54%) Microsoft
3 126 (6.10%) Splunk
4 95 (4.60%) VMware
5 93 (4.50%) Oracle
6 70 (3.39%) Cloudera
7 68 (3.29%) Red Hat
8 66 (3.19%) IBM
9 56 (2.71%) Hortonworks
10 48 (2.32%) WorldPay
11 45 (2.18%) Atlassian
12 36 (1.74%) Dynatrace
13 33 (1.60%) Informatica
14 31 (1.50%) AppDynamics
14 31 (1.50%) Talend
15 30 (1.45%) FIS
16 27 (1.31%) CyberArk
16 27 (1.31%) SAP
17 26 (1.26%) LogicMonitor
18 24 (1.16%) New Relic