Period
to 23 August 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 23 August 2019 with a comparison to the same period in the previous 2 years.

Terraform
England > London
6 months to
23 Aug 2019
Same period 2018 Same period 2017
Rank 73 162 361
Rank change year-on-year +89 +199 +425
Permanent jobs citing Terraform 2,245 1,501 686
As % of all permanent IT jobs advertised in London 3.99% 2.18% 0.93%
As % of the Systems Management category 26.14% 18.13% 8.87%
Number of salaries quoted 1,759 1,252 581
London median annual salary £77,500 £70,000 £70,000
Median salary % change year-on-year +10.71% - +12.00%
10th Percentile £52,500 £48,000 £50,000
90th Percentile £105,000 £97,500 £90,000
England median annual salary £72,000 £65,000 £65,000
% change year-on-year +10.77% - +4.00%

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 8,589 8,279 7,735
As % of all permanent IT jobs advertised in London 15.25% 12.00% 10.45%
Number of salaries quoted 6,732 6,783 6,347
London median annual salary £70,000 £65,000 £62,000
Median salary % change year-on-year +7.69% +4.84% +7.83%
10th Percentile £40,000 £38,750 £36,250
90th Percentile £101,250 £93,750 £90,000
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 23 August 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 23 August 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 +135 594 £75,000 +7.14% 119
South London +51 69 £65,000 +18.18% 24
West London +25 27 £67,500 -3.57% 31
East London +23 18 £66,250 -5.36% 20
North London +4 6 £75,000 +50.00% 3
Terraform
England

For the 6 months to 23 August 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 1,800 (80.18%) DevOps
2 1,714 (76.35%) AWS
3 1,359 (60.53%) Docker
4 1,265 (56.35%) Kubernetes
5 1,146 (51.05%) Ansible
6 1,125 (50.11%) Python
7 924 (41.16%) Linux
8 922 (41.07%) Agile Software Development
9 833 (37.10%) Azure
10 823 (36.66%) Jenkins
11 725 (32.29%) Java
12 678 (30.20%) Infrastructure as Code
13 675 (30.07%) Puppet
14 584 (26.01%) GCP
15 535 (23.83%) Opscode Chef
16 533 (23.74%) Software Engineering
17 511 (22.76%) Finance
18 491 (21.87%) Microservices
19 473 (21.07%) Bash Shell
20 419 (18.66%) Continuous Integration
21 404 (18.00%) AWS CloudFormation
22 403 (17.95%) Windows
23 351 (15.63%) Configuration Management
24 336 (14.97%) Git (software)
25 331 (14.74%) Continuous Delivery
26 320 (14.25%) PowerShell
27 304 (13.54%) JavaScript
28 300 (13.36%) Serverless
29 298 (13.27%) Go
30 289 (12.87%) Web Services

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
1 156 (6.95%) Elasticsearch
2 129 (5.75%) Apache Spark
3 86 (3.83%) Apache
4 60 (2.67%) Confluence
5 42 (1.87%) nginx
6 35 (1.56%) OpenStack
7 32 (1.43%) IIS
8 29 (1.29%) SAS
8 29 (1.29%) Tomcat
9 17 (0.76%) Apache Airflow
10 15 (0.67%) Adobe Experience Manager
11 14 (0.62%) Cloud Foundry
12 13 (0.58%) Jupyter
13 9 (0.40%) Apache Solr
13 9 (0.40%) Ethereum
14 7 (0.31%) SharePoint
14 7 (0.31%) WebSphere
14 7 (0.31%) WildFly
15 6 (0.27%) Skype for Business
16 5 (0.22%) Apache Pig
Applications
1 2 (0.089%) Chatbot
1 2 (0.089%) Microsoft Excel
1 2 (0.089%) Microsoft Office
2 1 (0.045%) Adobe Premiere
Business Applications
1 36 (1.60%) Payment Gateway
2 3 (0.13%) NetSuite
3 2 (0.089%) Oracle BPM
4 1 (0.045%) Distributed Ledger
4 1 (0.045%) Magento
4 1 (0.045%) PeopleSoft Financials
4 1 (0.045%) PeopleSoft HCM
4 1 (0.045%) PolarLake
Cloud Services
1 1,714 (76.35%) AWS
2 833 (37.10%) Azure
3 584 (26.01%) GCP
4 404 (18.00%) AWS CloudFormation
5 300 (13.36%) Serverless
6 253 (11.27%) AWS Lambda
7 245 (10.91%) Amazon EC2
8 188 (8.37%) Amazon S3
9 182 (8.11%) Amazon ECS
10 169 (7.53%) IaaS
11 151 (6.73%) OpenShift
12 133 (5.92%) PaaS
13 122 (5.43%) Amazon SQS
14 105 (4.68%) Virtual Private Cloud
15 99 (4.41%) GitHub
16 87 (3.88%) SaaS
17 72 (3.21%) Datadog
18 68 (3.03%) Amazon CloudWatch
19 58 (2.58%) AWS Elastic Beanstalk
20 49 (2.18%) Route 53
Communications & Networking
1 102 (4.54%) Firewall
2 70 (3.12%) DNS
3 60 (2.67%) TCP/IP
4 56 (2.49%) VPN
5 32 (1.43%) Internet
6 26 (1.16%) HTTP
7 24 (1.07%) BGP
8 23 (1.02%) DHCP
9 20 (0.89%) Network Security
10 13 (0.58%) SMTP
10 13 (0.58%) WAN
11 12 (0.53%) SSL
12 11 (0.49%) Skype
13 10 (0.45%) Cisco ASA
14 9 (0.40%) Peer-to-Peer Networking
15 8 (0.36%) LAN
15 8 (0.36%) VLAN
16 7 (0.31%) SAN
17 6 (0.27%) Intrusion Detection
18 5 (0.22%) FTP
Database & Business Intelligence
1 181 (8.06%) Amazon RDS
2 173 (7.71%) Big Data
3 148 (6.59%) Amazon Redshift
4 134 (5.97%) PostgreSQL
5 110 (4.90%) Hadoop
6 94 (4.19%) NoSQL
7 91 (4.05%) Amazon DynamoDB
8 82 (3.65%) MySQL
9 65 (2.90%) Blockchain
10 62 (2.76%) Apache Cassandra
11 59 (2.63%) MongoDB
12 58 (2.58%) SQL Server
13 40 (1.78%) Azure SQL Database
14 39 (1.74%) Data Warehouse
15 32 (1.43%) Amazon Aurora
16 30 (1.34%) Redis
17 29 (1.29%) Pentaho
18 23 (1.02%) Relational Database
19 20 (0.89%) Amazon Athena
19 20 (0.89%) Apache Hive
Development Applications
1 823 (36.66%) Jenkins
2 336 (14.97%) Git (software)
3 179 (7.97%) GitLab
4 170 (7.57%) TeamCity
5 162 (7.22%) Atlassian Bamboo
6 152 (6.77%) Artifactory
7 139 (6.19%) Octopus Deploy
8 124 (5.52%) JIRA
9 110 (4.90%) Bitbucket
10 77 (3.43%) Travis CI
11 74 (3.30%) Team Foundation Server
12 73 (3.25%) IBM UrbanCode
13 63 (2.81%) Maven
14 58 (2.58%) GoCD
15 49 (2.18%) Vagrant
16 42 (1.87%) CircleCI
17 40 (1.78%) Selenium
18 38 (1.69%) Subversion
19 36 (1.60%) RStudio
20 32 (1.43%) SonarQube
General
1 511 (22.76%) Finance
2 155 (6.90%) Banking
3 111 (4.94%) Retail
4 80 (3.56%) Front Office
5 74 (3.30%) Public Sector
6 47 (2.09%) Law
7 46 (2.05%) Publishing
8 40 (1.78%) Games
9 27 (1.20%) Marketing
9 27 (1.20%) Telecoms
10 24 (1.07%) Advertising
11 21 (0.94%) Investment Banking
12 15 (0.67%) Manufacturing
13 10 (0.45%) Financial Institution
14 9 (0.40%) Back Office
15 7 (0.31%) Automotive
15 7 (0.31%) Billing
15 7 (0.31%) Electronics
15 7 (0.31%) Retail Banking
16 5 (0.22%) Pharmaceutical
Job Titles
1 974 (43.39%) DevOps Engineer
2 477 (21.25%) AWS Engineer
3 330 (14.70%) AWS DevOps
4 291 (12.96%) Cloud Engineer
5 286 (12.74%) AWS DevOps Engineer
6 283 (12.61%) Senior DevOps
7 247 (11.00%) Developer
8 239 (10.65%) Senior DevOps Engineer
9 158 (7.04%) Platform Engineer
10 148 (6.59%) Software Engineer
11 144 (6.41%) Azure Engineer
12 141 (6.28%) Kubernetes Engineer
13 120 (5.35%) Consultant
14 106 (4.72%) Architect
14 106 (4.72%) Python Engineer
15 98 (4.37%) Infrastructure Engineer
16 96 (4.28%) Linux Engineer
17 95 (4.23%) Java Engineer
18 89 (3.96%) Linux/Unix DevOps
19 88 (3.92%) Azure DevOps
Libraries, Frameworks & Software Standards
1 289 (12.87%) Web Services
2 167 (7.44%) Elastic Stack
3 164 (7.31%) Node.js
4 154 (6.86%) Kafka
5 149 (6.64%) React
6 139 (6.19%) .NET
7 124 (5.52%) AngularJS
8 116 (5.17%) J2EE
9 114 (5.08%) Spring
10 87 (3.88%) Spring Boot
11 81 (3.61%) RESTful
12 68 (3.03%) RabbitMQ
13 63 (2.81%) CSS
13 63 (2.81%) HTML
14 58 (2.58%) Vue.js
15 54 (2.41%) J2SE
16 46 (2.05%) REST
17 43 (1.92%) JSON
18 39 (1.74%) .NET Core
19 38 (1.69%) Pandas
Miscellaneous
1 164 (7.31%) Greenfield Project
2 160 (7.13%) Public Cloud
3 115 (5.12%) Data Centre
4 85 (3.79%) Hybrid Cloud
5 84 (3.74%) Analytical Skills
6 69 (3.07%) Cloud Native
7 64 (2.85%) Fixed Income
8 54 (2.41%) Algorithms
9 50 (2.23%) Hedge funds
10 44 (1.96%) Linux Command Line
11 41 (1.83%) Derivative
12 36 (1.60%) Mobile App
13 34 (1.51%) Data Structures
13 34 (1.51%) Virtual Team
14 32 (1.43%) Self-Motivation
15 27 (1.20%) PlayStation
15 27 (1.20%) Private Cloud
16 24 (1.07%) Equities
17 23 (1.02%) Blog
18 22 (0.98%) Video\Live Streaming
Operating Systems
1 924 (41.16%) Linux
2 403 (17.95%) Windows
3 183 (8.15%) Unix
4 77 (3.43%) Windows Server
5 55 (2.45%) CentOS
6 36 (1.60%) Red Hat Enterprise Linux
7 31 (1.38%) Apple iOS
8 30 (1.34%) Ubuntu
9 27 (1.20%) Mesosphere
10 17 (0.76%) Android
11 13 (0.58%) VMS
12 11 (0.49%) Debian
13 7 (0.31%) Kali Linux
14 4 (0.18%) Data ONTAP
14 4 (0.18%) Mac OS
15 3 (0.13%) Windows Server 2008
15 3 (0.13%) Windows Server 2012
16 2 (0.089%) Amazon Linux
16 2 (0.089%) CoreOS
16 2 (0.089%) Windows 10
Processes & Methodologies
1 1,800 (80.18%) DevOps
2 922 (41.07%) Agile Software Development
3 678 (30.20%) Infrastructure as Code
4 533 (23.74%) Software Engineering
5 491 (21.87%) Microservices
6 419 (18.66%) Continuous Integration
7 351 (15.63%) Configuration Management
8 331 (14.74%) Continuous Delivery
9 256 (11.40%) Open Source
10 238 (10.60%) Migration
11 229 (10.20%) Fintech
12 209 (9.31%) Mentoring
13 195 (8.69%) Problem-Solving
14 185 (8.24%) Machine Learning
15 184 (8.20%) Artificial Intelligence
16 182 (8.11%) Test Automation
17 181 (8.06%) Analytics
18 170 (7.57%) TDD
19 168 (7.48%) Site Reliability Engineering
20 160 (7.13%) Infrastructure Engineering
Programming Languages
1 1,125 (50.11%) Python
2 725 (32.29%) Java
3 473 (21.07%) Bash Shell
4 320 (14.25%) PowerShell
5 304 (13.54%) JavaScript
6 298 (13.27%) Go
7 262 (11.67%) Ruby
8 238 (10.60%) SQL
9 128 (5.70%) C#
10 115 (5.12%) Shell Script
11 114 (5.08%) Scala
12 81 (3.61%) TypeScript
13 74 (3.30%) PHP
14 66 (2.94%) C++
15 57 (2.54%) Perl
16 55 (2.45%) R
17 51 (2.27%) Groovy
18 33 (1.47%) Java 8
19 30 (1.34%) C
20 25 (1.11%) PL/SQL
Qualifications
1 167 (7.44%) Degree
2 96 (4.28%) Computer Science Degree
3 68 (3.03%) AWS Certification
4 62 (2.76%) Security Cleared
5 38 (1.69%) SC Cleared
6 31 (1.38%) Microsoft Certification
7 29 (1.29%) Numerate Degree
8 20 (0.89%) RHCE
9 17 (0.76%) Master's Degree
10 16 (0.71%) Cisco Certification
11 15 (0.67%) CISSP
12 14 (0.62%) PhD
13 13 (0.58%) CCNA
14 10 (0.45%) Network+ Certification
15 9 (0.40%) ISSMP
16 8 (0.36%) MCSA
16 8 (0.36%) MCSE
17 7 (0.31%) CISA
17 7 (0.31%) CISM
17 7 (0.31%) CISMP
Quality Assurance & Compliance
1 103 (4.59%) QA
2 11 (0.49%) GDPR
3 8 (0.36%) ISO/IEC 27001
4 7 (0.31%) Data Quality
5 3 (0.13%) ISO/IEC 20000
5 3 (0.13%) NCSC
5 3 (0.13%) SLA
6 2 (0.089%) COBIT
6 2 (0.089%) NIST
7 1 (0.045%) HIPAA
7 1 (0.045%) PCI DSS
System Software
1 1,359 (60.53%) Docker
2 68 (3.03%) VMware Infrastructure
3 61 (2.72%) Active Directory
4 47 (2.09%) Hyper-V
5 29 (1.29%) VirtualBox
6 14 (0.62%) vSphere
7 13 (0.58%) Apache ZooKeeper
7 13 (0.58%) etcd
8 12 (0.53%) Varnish
8 12 (0.53%) VMware Workstation
9 11 (0.49%) XenApp
10 7 (0.31%) KVM
10 7 (0.31%) Virtual Machines
11 6 (0.27%) Xen
11 6 (0.27%) XenDesktop
12 5 (0.22%) Citrix Hypervisor
12 5 (0.22%) HDFS
13 4 (0.18%) Ceph
13 4 (0.18%) Gluster
13 4 (0.18%) Virtual Servers
Systems Management
1 1,265 (56.35%) Kubernetes
2 1,146 (51.05%) Ansible
3 675 (30.07%) Puppet
4 535 (23.83%) Opscode Chef
5 197 (8.78%) Packer
6 131 (5.84%) Prometheus
7 123 (5.48%) Consul
8 93 (4.14%) Salt
9 87 (3.88%) Nagios
10 77 (3.43%) Grafana
11 63 (2.81%) Docker Swarm
12 50 (2.23%) Rancher
13 45 (2.00%) ZABBIX
14 41 (1.83%) Kibana
14 41 (1.83%) Rundeck
15 30 (1.34%) Graphite
15 30 (1.34%) Istio
16 29 (1.29%) logstash
17 28 (1.25%) Automic
17 28 (1.25%) Mesos
Vendors
1 269 (11.98%) Google
2 231 (10.29%) Microsoft
3 117 (5.21%) Splunk
4 105 (4.68%) Oracle
5 102 (4.54%) VMware
6 62 (2.76%) New Relic
7 54 (2.41%) AppDynamics
8 49 (2.18%) Red Hat
8 49 (2.18%) WorldPay
9 40 (1.78%) ServiceNow
10 39 (1.74%) Databricks
11 38 (1.69%) Cloudera
12 36 (1.60%) IBM
13 33 (1.47%) CyberArk
14 31 (1.38%) Citrix
15 29 (1.29%) SaltStack
16 28 (1.25%) Cisco
17 27 (1.20%) RedGate
18 26 (1.16%) Atlassian
18 26 (1.16%) Dynatrace