Period
to 21 April 2019

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 21 April 2019 with a comparison to the same period in the previous 2 years.

Terraform
England > London
6 months to
21 Apr 2019
Same period 2018 Same period 2017
Rank 109 202 473
Rank change year-on-year +93 +271 +376
Permanent jobs citing Terraform 1,739 1,225 378
As % of all permanent IT jobs advertised in London 2.86% 1.75% 0.55%
As % of the Systems Management category 20.42% 15.52% 5.25%
Number of salaries quoted 1,366 1,044 309
London median annual salary £75,000 £70,000 £67,500
Median salary % change year-on-year +7.14% +3.70% -3.57%
10th Percentile £51,250 £50,000 £47,500
90th Percentile £100,625 £97,500 £90,000
England median annual salary £70,000 £65,000 £65,000
% change year-on-year +7.69% - -3.70%

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 8,518 7,892 7,200
As % of all permanent IT jobs advertised in London 14.03% 11.27% 10.49%
Number of salaries quoted 6,830 6,599 6,024
London median annual salary £70,000 £65,000 £60,000
Median salary % change year-on-year +7.69% +8.33% +4.35%
10th Percentile £38,750 £39,000 £36,250
90th Percentile £97,500 £92,500 £86,250
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +5.00%

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 21 April 2019.

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 21 April 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
Central London +99 414 £75,000 +7.14% 36
South London +39 44 £65,000 -11.86% 12
West London +22 18 £65,000 -7.14% 5
East London +16 6 £63,750 +15.91% 3
North London - 4 £65,000 -
Terraform
England

For the 6 months to 21 April 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 London region with a requirement for Terraform.

1 1,373 (78.95%) DevOps
2 1,307 (75.16%) Amazon AWS
3 995 (57.22%) Docker
4 949 (54.57%) Ansible
5 868 (49.91%) Kubernetes
6 825 (47.44%) Python
7 785 (45.14%) Linux
8 694 (39.91%) Agile Software Development
9 673 (38.70%) Jenkins
10 629 (36.17%) Puppet
11 622 (35.77%) Microsoft Azure
12 540 (31.05%) Java
13 479 (27.54%) Opscode Chef
14 422 (24.27%) Microservices
15 397 (22.83%) Software Engineering
16 394 (22.66%) Google Cloud Platform
17 364 (20.93%) Bash Shell
17 364 (20.93%) Continuous Integration
18 361 (20.76%) Git (software)
19 344 (19.78%) Windows
20 343 (19.72%) Finance
21 330 (18.98%) AWS CloudFormation
22 286 (16.45%) Configuration Management
23 267 (15.35%) Ruby
24 265 (15.24%) Continuous Delivery
25 246 (14.15%) Web Services
26 241 (13.86%) Go
27 239 (13.74%) PowerShell
28 228 (13.11%) Open Source
29 207 (11.90%) JavaScript

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
1 109 (6.27%) Elasticsearch
2 102 (5.87%) Apache Spark
3 89 (5.12%) Apache
4 60 (3.45%) nginx
5 50 (2.88%) Confluence
6 37 (2.13%) Tomcat
7 22 (1.27%) IIS
8 18 (1.04%) Apache Solr
9 17 (0.98%) Adobe Experience Manager
10 11 (0.63%) SAS
11 9 (0.52%) Apache Airflow
11 9 (0.52%) OpenStack
12 8 (0.46%) Jupyter
13 7 (0.40%) Ethereum
14 6 (0.35%) SharePoint
15 4 (0.23%) Apache Pig
15 4 (0.23%) BizTalk Server
15 4 (0.23%) Mule
16 3 (0.17%) Skype for Business
16 3 (0.17%) WebSphere
Applications
1 4 (0.23%) Chatbot
2 3 (0.17%) Microsoft Office
3 1 (0.058%) Mingle
Business Applications
1 20 (1.15%) Payment Gateway
2 5 (0.29%) NetSuite
3 2 (0.12%) PolarLake
4 1 (0.058%) Distributed Ledger
4 1 (0.058%) Magento
4 1 (0.058%) Quorum
Cloud Services
1 1,307 (75.16%) Amazon AWS
2 622 (35.77%) Microsoft Azure
3 394 (22.66%) Google Cloud Platform
4 330 (18.98%) AWS CloudFormation
5 178 (10.24%) Serverless
6 147 (8.45%) AWS Lambda
7 141 (8.11%) Amazon EC2
8 135 (7.76%) Amazon S3
9 118 (6.79%) IaaS
10 111 (6.38%) PaaS
11 71 (4.08%) SaaS
12 69 (3.97%) AWS Elastic Beanstalk
13 66 (3.80%) GitHub
14 63 (3.62%) Cloud Computing
15 62 (3.57%) OpenShift
16 59 (3.39%) Amazon SQS
17 54 (3.11%) Amazon CloudWatch
18 53 (3.05%) Virtual Private Cloud
19 33 (1.90%) Azure Active Directory
19 33 (1.90%) Datadog
Communications & Networking
1 112 (6.44%) Firewall
2 80 (4.60%) TCP/IP
3 50 (2.88%) DNS
4 41 (2.36%) VPN
5 31 (1.78%) Network Security
6 28 (1.61%) WAN
7 27 (1.55%) BGP
8 25 (1.44%) LAN
9 18 (1.04%) HTTP
10 16 (0.92%) Internet
11 15 (0.86%) SSL
12 9 (0.52%) OpenVPN
12 9 (0.52%) VLAN
13 7 (0.40%) BIG-IP
13 7 (0.40%) DMZ
13 7 (0.40%) FTP
13 7 (0.40%) HTTPS
13 7 (0.40%) SMTP
14 6 (0.35%) Cisco ASA
14 6 (0.35%) Intrusion Detection
Database & Business Intelligence
1 126 (7.25%) PostgreSQL
2 125 (7.19%) Big Data
3 123 (7.07%) Amazon Redshift
4 96 (5.52%) Amazon RDS
5 90 (5.18%) Hadoop
5 90 (5.18%) NoSQL
6 73 (4.20%) MySQL
7 67 (3.85%) SQL Server
8 57 (3.28%) MongoDB
9 49 (2.82%) Blockchain
10 45 (2.59%) Apache Cassandra
11 41 (2.36%) Redis
12 39 (2.24%) Amazon DynamoDB
13 30 (1.73%) Data Warehouse
14 26 (1.50%) Azure SQL Database
15 20 (1.15%) Relational Database
16 19 (1.09%) Amazon Athena
17 16 (0.92%) Cosmos DB
18 15 (0.86%) Amazon Aurora
18 15 (0.86%) Neo4j
Development Applications
1 673 (38.70%) Jenkins
2 361 (20.76%) Git (software)
3 183 (10.52%) TeamCity
4 152 (8.74%) Atlassian Bamboo
5 138 (7.94%) Octopus Deploy
6 121 (6.96%) GitLab
7 84 (4.83%) JIRA
8 79 (4.54%) Travis CI
9 78 (4.49%) Artifactory
10 75 (4.31%) Team Foundation Server
11 71 (4.08%) Maven
12 57 (3.28%) Bitbucket
13 52 (2.99%) IBM UrbanCode
14 51 (2.93%) Selenium
14 51 (2.93%) Vagrant
15 47 (2.70%) GoCD
16 43 (2.47%) Subversion
17 42 (2.42%) CircleCI
18 38 (2.19%) Cucumber
19 36 (2.07%) Visual Studio
General
1 343 (19.72%) Finance
2 106 (6.10%) Banking
3 85 (4.89%) Retail
4 49 (2.82%) Law
4 49 (2.82%) Publishing
5 39 (2.24%) Front Office
6 38 (2.19%) Games
7 36 (2.07%) Marketing
8 25 (1.44%) Telecoms
9 11 (0.63%) Investment Banking
10 10 (0.58%) Financial Institution
11 9 (0.52%) Pharmaceutical
12 7 (0.40%) Manufacturing
12 7 (0.40%) Retail Banking
13 6 (0.35%) Advertising
13 6 (0.35%) Electronics
14 4 (0.23%) Automotive
14 4 (0.23%) Military
15 3 (0.17%) International Banking
15 3 (0.17%) Private Banking
Job Titles
1 752 (43.24%) DevOps Engineer
2 308 (17.71%) AWS Engineer
3 258 (14.84%) AWS DevOps
4 246 (14.15%) Senior DevOps
5 192 (11.04%) Developer
6 191 (10.98%) AWS DevOps Engineer
7 183 (10.52%) Senior DevOps Engineer
8 177 (10.18%) Cloud Engineer
9 110 (6.33%) Software Engineer
10 103 (5.92%) Architect
11 91 (5.23%) Platform Engineer
12 88 (5.06%) Infrastructure Engineer
12 88 (5.06%) Java Engineer
13 87 (5.00%) Consultant
14 82 (4.72%) Kubernetes Engineer
15 79 (4.54%) AWS Developer
16 78 (4.49%) Azure Engineer
17 71 (4.08%) Java Developer
17 71 (4.08%) Lead DevOps
18 70 (4.03%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 246 (14.15%) Web Services
2 173 (9.95%) Kafka
3 149 (8.57%) Node.js
4 133 (7.65%) .NET
5 130 (7.48%) Elastic Stack
6 115 (6.61%) React
7 103 (5.92%) Spring
8 98 (5.64%) AngularJS
9 83 (4.77%) J2EE
10 69 (3.97%) RESTful
11 59 (3.39%) Spring Boot
12 57 (3.28%) RabbitMQ
13 55 (3.16%) HTML
14 51 (2.93%) REST
15 50 (2.88%) J2SE
16 41 (2.36%) CSS
17 40 (2.30%) ASP.NET
18 36 (2.07%) Vue.js
19 31 (1.78%) LDAP
19 31 (1.78%) Redux
Miscellaneous
1 175 (10.06%) Fintech
2 92 (5.29%) Greenfield Project
3 90 (5.18%) Public Cloud
4 71 (4.08%) Data Centre
5 54 (3.11%) Cloud Native
6 53 (3.05%) Mobile App
7 50 (2.88%) Hybrid Cloud
8 43 (2.47%) Linux Command Line
9 38 (2.19%) Analytical Skills
10 36 (2.07%) User Experience
11 26 (1.50%) PlayStation
12 24 (1.38%) Self-Motivation
13 23 (1.32%) Hedge funds
13 23 (1.32%) Virtual Team
14 22 (1.27%) Algorithms
15 19 (1.09%) Fixed Income
16 18 (1.04%) Blog
17 17 (0.98%) Foreign Exchange (FX)
18 16 (0.92%) Derivative
19 15 (0.86%) Replication
Operating Systems
1 785 (45.14%) Linux
2 344 (19.78%) Windows
3 110 (6.33%) Unix
4 88 (5.06%) Windows Server
5 83 (4.77%) CentOS
6 76 (4.37%) Ubuntu
7 59 (3.39%) Red Hat Enterprise Linux
8 30 (1.73%) Apple iOS
9 28 (1.61%) Mesosphere
10 19 (1.09%) Windows Server 2008
11 17 (0.98%) Android
12 10 (0.58%) Mac OS
13 9 (0.52%) VMS
14 8 (0.46%) Debian
15 7 (0.40%) DC/OS
16 5 (0.29%) CoreOS
16 5 (0.29%) FreeBSD
17 4 (0.23%) Amazon Linux
17 4 (0.23%) Fedora
18 3 (0.17%) Windows Server 2012
Processes & Methodologies
1 1,373 (78.95%) DevOps
2 694 (39.91%) Agile Software Development
3 422 (24.27%) Microservices
4 397 (22.83%) Software Engineering
5 364 (20.93%) Continuous Integration
6 286 (16.45%) Configuration Management
7 265 (15.24%) Continuous Delivery
8 228 (13.11%) Open Source
9 196 (11.27%) Mentoring
10 168 (9.66%) Scrum
11 164 (9.43%) Infrastructure Engineering
12 157 (9.03%) Migration
13 151 (8.68%) Test Automation
14 144 (8.28%) TDD
15 131 (7.53%) Analytics
16 112 (6.44%) Problem-Solving
17 110 (6.33%) Continuous Deployment
18 105 (6.04%) Site Reliability Engineering
19 102 (5.87%) Asset Management
19 102 (5.87%) BDD
Programming Languages
1 825 (47.44%) Python
2 540 (31.05%) Java
3 364 (20.93%) Bash Shell
4 267 (15.35%) Ruby
5 241 (13.86%) Go
6 239 (13.74%) PowerShell
7 207 (11.90%) JavaScript
8 189 (10.87%) SQL
9 119 (6.84%) C#
10 100 (5.75%) Shell Script
11 94 (5.41%) PHP
12 90 (5.18%) Scala
13 78 (4.49%) Perl
14 57 (3.28%) Groovy
15 56 (3.22%) TypeScript
16 35 (2.01%) C++
17 24 (1.38%) R
18 23 (1.32%) Java 8
19 18 (1.04%) C
20 16 (0.92%) ES6
Qualifications
1 101 (5.81%) Degree
2 64 (3.68%) Computer Science Degree
3 58 (3.34%) Security Cleared
4 51 (2.93%) AWS Certification
5 49 (2.82%) SC Cleared
6 35 (2.01%) Microsoft Certification
7 33 (1.90%) Numerate Degree
8 17 (0.98%) RHCE
9 14 (0.81%) Cisco Certification
10 12 (0.69%) BPSS Clearance
10 12 (0.69%) CISSP
10 12 (0.69%) DV Cleared
10 12 (0.69%) MCSE
11 11 (0.63%) CCNA
12 7 (0.40%) MCSA
13 6 (0.35%) RHCSA
14 4 (0.23%) CISA
14 4 (0.23%) CISM
14 4 (0.23%) CISMP
14 4 (0.23%) ISSMP
Quality Assurance & Compliance
1 103 (5.92%) QA
2 12 (0.69%) ISO/IEC 20000
3 10 (0.58%) Data Quality
4 6 (0.35%) GDPR
5 5 (0.29%) ISO/IEC 27001
6 4 (0.23%) PCI DSS
6 4 (0.23%) SLA
7 2 (0.12%) FedRAMP
7 2 (0.12%) FISMA
7 2 (0.12%) HIPAA
8 1 (0.058%) COBIT
System Software
1 995 (57.22%) Docker
2 73 (4.20%) Active Directory
3 62 (3.57%) VMware Infrastructure
4 44 (2.53%) Hyper-V
5 35 (2.01%) VirtualBox
6 16 (0.92%) Apache ZooKeeper
7 14 (0.81%) Virtual Machines
8 11 (0.63%) Varnish
9 9 (0.52%) etcd
9 9 (0.52%) vSphere
10 7 (0.40%) KVM
11 6 (0.35%) pfSense
12 5 (0.29%) NFS
12 5 (0.29%) Samba
13 4 (0.23%) HDFS
13 4 (0.23%) Squid
13 4 (0.23%) VMware ESXi
13 4 (0.23%) XenApp
14 3 (0.17%) Virtual Desktop
14 3 (0.17%) Virtual Servers
Systems Management
1 949 (54.57%) Ansible
2 868 (49.91%) Kubernetes
3 629 (36.17%) Puppet
4 479 (27.54%) Opscode Chef
5 128 (7.36%) Packer
6 125 (7.19%) Prometheus
7 94 (5.41%) Consul
8 60 (3.45%) Grafana
9 56 (3.22%) Salt
10 51 (2.93%) Docker Swarm
11 36 (2.07%) Nagios
12 34 (1.96%) Mesos
13 33 (1.90%) Rancher
14 27 (1.55%) ZABBIX
15 26 (1.50%) Automic
15 26 (1.50%) Rundeck
16 25 (1.44%) HAProxy
17 19 (1.09%) Kibana
18 16 (0.92%) logstash
19 11 (0.63%) Graphite
Vendors
1 171 (9.83%) Microsoft
2 168 (9.66%) Google
3 101 (5.81%) Splunk
4 96 (5.52%) Oracle
4 96 (5.52%) Red Hat
5 83 (4.77%) VMware
6 42 (2.42%) New Relic
7 38 (2.19%) Databricks
8 33 (1.90%) SaltStack
9 31 (1.78%) Cisco
10 28 (1.61%) ServiceNow
11 26 (1.50%) Delphix
11 26 (1.50%) RedGate
12 24 (1.38%) Citrix
13 23 (1.32%) LogicMonitor
14 21 (1.21%) Cloudera
14 21 (1.21%) WorldPay
15 20 (1.15%) AppDynamics
16 19 (1.09%) Apple
17 17 (0.98%) Adobe