Period
to 21 May 2019

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh 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 May 2019 with a comparison to the same period in the previous 2 years.

Terraform
Scotland > Edinburgh
6 months to
21 May 2019
Same period 2018 Same period 2017
Rank 67 99 135
Rank change year-on-year +32 +36 -
Permanent jobs citing Terraform 106 42 3
As % of all permanent IT jobs advertised in Edinburgh 4.06% 1.61% 0.14%
As % of the Systems Management category 40.00% 13.33% 1.60%
Number of salaries quoted 51 4 0
Edinburgh median annual salary £53,400 £65,000 -
Median salary % change year-on-year -17.85% - -
Scotland median annual salary £53,400 £35,000 -
% change year-on-year +52.57% - -

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 Edinburgh with a requirement for systems management skills.

All Systems Management Skills
Edinburgh
Permanent vacancies with a requirement for systems management skills 265 315 188
As % of all permanent IT jobs advertised in Edinburgh 10.15% 12.08% 8.51%
Number of salaries quoted 155 175 101
Edinburgh median annual salary £53,400 £45,000 £45,000
Median salary % change year-on-year +18.67% - -
10th Percentile £32,500 £27,500 £26,250
90th Percentile £74,200 £67,500 £75,000
Scotland median annual salary £50,000 £45,000 £41,500
% change year-on-year +11.11% +8.43% -4.60%

Terraform
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Terraform in Edinburgh

Terraform
Salary Trend in Edinburgh

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

Salary trend for Terraform in Edinburgh

Terraform
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Terraform in Edinburgh over the 6 months to 21 May 2019.

Salary histogram for Terraform in Edinburgh

For the 6 months to 21 May 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 Edinburgh region with a requirement for Terraform.

1 73 (68.87%) Amazon AWS
2 66 (62.26%) Linux
3 63 (59.43%) DevOps
4 62 (58.49%) Microsoft Azure
5 58 (54.72%) Google Cloud Platform
6 56 (52.83%) Ansible
7 53 (50.00%) Opscode Chef
8 46 (43.40%) Puppet
9 42 (39.62%) Windows
9 42 (39.62%) Infrastructure as Code
10 39 (36.79%) Microservices
11 38 (35.85%) Jenkins
12 36 (33.96%) Elastic Stack
12 36 (33.96%) Problem-Solving
13 34 (32.08%) Agile Software Development
13 34 (32.08%) Banking
13 34 (32.08%) Python
14 33 (31.13%) Google
14 33 (31.13%) Consul
15 31 (29.25%) Unix
15 31 (29.25%) JavaScript
16 30 (28.30%) Finance
16 30 (28.30%) Splunk
17 29 (27.36%) ServiceNow
17 29 (27.36%) Continuous Delivery
18 28 (26.42%) Kubernetes
18 28 (26.42%) Public Cloud
18 28 (26.42%) Git (software)
19 27 (25.47%) Team Foundation Server
19 27 (25.47%) Subversion

Terraform
Co-occurring IT Skills in Edinburgh 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 2 (1.89%) OpenStack
2 1 (0.94%) Apache
2 1 (0.94%) JBoss
2 1 (0.94%) Tomcat
Cloud Services
1 73 (68.87%) Amazon AWS
2 62 (58.49%) Microsoft Azure
3 58 (54.72%) Google Cloud Platform
4 18 (16.98%) SaaS
5 14 (13.21%) IaaS
5 14 (13.21%) IBM Cloud
5 14 (13.21%) PaaS
6 13 (12.26%) Azure Stack
7 9 (8.49%) GitHub
8 8 (7.55%) Datadog
8 8 (7.55%) npm
9 6 (5.66%) G Suite
9 6 (5.66%) Trello
Communications & Networking
1 3 (2.83%) Firewall
2 1 (0.94%) DNS
Database & Business Intelligence
1 21 (19.81%) MySQL
2 17 (16.04%) Relational Database
3 8 (7.55%) Amazon RDS
3 8 (7.55%) Couchbase
3 8 (7.55%) Mixpanel
3 8 (7.55%) PostgreSQL
4 6 (5.66%) Apache Cassandra
4 6 (5.66%) Big Data
5 2 (1.89%) NoSQL
6 1 (0.94%) MongoDB
6 1 (0.94%) RDBMS
Development Applications
1 38 (35.85%) Jenkins
2 28 (26.42%) Git (software)
3 27 (25.47%) GoCD
3 27 (25.47%) Subversion
3 27 (25.47%) Team Foundation Server
4 25 (23.58%) Atlassian Bamboo
4 25 (23.58%) IBM UrbanCode
4 25 (23.58%) JIRA
4 25 (23.58%) Octopus Deploy
5 8 (7.55%) gulp
5 8 (7.55%) webpack
6 5 (4.72%) RSpec
7 4 (3.77%) PhantomJS
8 3 (2.83%) Maven
9 2 (1.89%) Artifactory
9 2 (1.89%) GitLab
9 2 (1.89%) Sonatype Nexus
9 2 (1.89%) TeamCity
9 2 (1.89%) Vagrant
10 1 (0.94%) GCC
General
1 34 (32.08%) Banking
2 30 (28.30%) Finance
3 15 (14.15%) Retail
Job Titles
1 39 (36.79%) Senior DevOps
2 37 (34.91%) Consultant
3 30 (28.30%) Cloud Engineer
4 26 (24.53%) DevOps Consultant
5 25 (23.58%) Senior Consultant
5 25 (23.58%) Senior DevOps Consultant
6 21 (19.81%) DevOps Engineer
7 17 (16.04%) Operations Engineer
8 16 (15.09%) Senior Operations Engineer
9 14 (13.21%) AWS Engineer
9 14 (13.21%) Azure Engineer
10 13 (12.26%) Senior DevOps Engineer
11 11 (10.38%) AWS Consultant
11 11 (10.38%) Azure Consultant
11 11 (10.38%) Cloud Consultant
11 11 (10.38%) Developer
12 8 (7.55%) Front End Developer (Client-Side Developer)
13 6 (5.66%) Python Engineer
14 5 (4.72%) Software Engineer
15 4 (3.77%) Junior
Libraries, Frameworks & Software Standards
1 36 (33.96%) Elastic Stack
2 11 (10.38%) RESTful
2 11 (10.38%) Spring
3 9 (8.49%) RabbitMQ
4 8 (7.55%) .NET
4 8 (7.55%) Angular 2
4 8 (7.55%) AngularJS
4 8 (7.55%) CSS
4 8 (7.55%) HTML
4 8 (7.55%) Ionic Framework
4 8 (7.55%) JSON
5 6 (5.66%) Ruby on Rails
6 5 (4.72%) Node.js
7 4 (3.77%) Web Services
8 3 (2.83%) Kafka
8 3 (2.83%) Spring Boot
9 1 (0.94%) Middleware
Miscellaneous
1 28 (26.42%) Public Cloud
2 20 (18.87%) Fintech
3 16 (15.09%) Replication
4 14 (13.21%) User Experience
5 13 (12.26%) Hybrid Cloud
6 8 (7.55%) Mobile App
7 6 (5.66%) Blog
8 5 (4.72%) Data Centre
8 5 (4.72%) Self-Motivation
9 3 (2.83%) Analytical Skills
Operating Systems
1 66 (62.26%) Linux
2 42 (39.62%) Windows
3 31 (29.25%) Unix
4 3 (2.83%) Red Hat Enterprise Linux
5 1 (0.94%) CentOS
Processes & Methodologies
1 63 (59.43%) DevOps
2 42 (39.62%) Infrastructure as Code
3 39 (36.79%) Microservices
4 36 (33.96%) Problem-Solving
5 34 (32.08%) Agile Software Development
6 29 (27.36%) Continuous Delivery
7 25 (23.58%) Continuous Integration
7 25 (23.58%) Customer Engagement
7 25 (23.58%) Open Source
8 19 (17.92%) Configuration Management
8 19 (17.92%) Software Engineering
9 16 (15.09%) Disaster Recovery
9 16 (15.09%) Performance Optimisation
10 13 (12.26%) Artificial Intelligence
10 13 (12.26%) Break/Fix
10 13 (12.26%) Fraud Detection
10 13 (12.26%) Mentoring
10 13 (12.26%) Network Virtualisation
10 13 (12.26%) Programme Delivery
10 13 (12.26%) Scrum
Programming Languages
1 34 (32.08%) Python
2 31 (29.25%) JavaScript
3 22 (20.75%) Java
4 20 (18.87%) Ruby
5 18 (16.98%) Bash Shell
6 13 (12.26%) Groovy
7 8 (7.55%) ES6
7 8 (7.55%) TypeScript
8 4 (3.77%) C++
8 4 (3.77%) Go
8 4 (3.77%) PowerShell
9 3 (2.83%) Java 8
9 3 (2.83%) Java 9
9 3 (2.83%) SQL
10 1 (0.94%) Perl
Qualifications
1 11 (10.38%) Degree
2 8 (7.55%) Computer Science Degree
System Software
1 23 (21.70%) Docker
2 18 (16.98%) Virtual Machines
3 2 (1.89%) VMware Infrastructure
Systems Management
1 56 (52.83%) Ansible
2 53 (50.00%) Opscode Chef
3 46 (43.40%) Puppet
4 33 (31.13%) Consul
5 28 (26.42%) Kubernetes
6 25 (23.58%) Rundeck
7 2 (1.89%) Grafana
7 2 (1.89%) Packer
7 2 (1.89%) Prometheus
7 2 (1.89%) ZABBIX
8 1 (0.94%) Cacti
8 1 (0.94%) Capistrano
8 1 (0.94%) Graphite
8 1 (0.94%) HAProxy
8 1 (0.94%) Icinga
Vendors
1 33 (31.13%) Google
2 30 (28.30%) Splunk
3 29 (27.36%) ServiceNow
4 25 (23.58%) Delphix
4 25 (23.58%) RedGate
5 15 (14.15%) Microsoft
6 14 (13.21%) IBM
7 4 (3.77%) CyberArk
7 4 (3.77%) Symantec
7 4 (3.77%) VMware
8 3 (2.83%) New Relic
9 2 (1.89%) Cisco
9 2 (1.89%) Juniper
9 2 (1.89%) Oracle
10 1 (0.94%) F5
10 1 (0.94%) Perforce