Period
to 22 July 2018

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 22 July 2018 with a comparison to the same period in the previous 2 years.

Terraform
Scotland > Edinburgh
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 98 143 -
Rank change year-on-year +45 - -
Permanent jobs citing Terraform 46 4 0
As % of all permanent IT jobs advertised in Edinburgh 1.75% 0.16% -
As % of the Systems Management category 13.41% 1.59% -
Number of salaries quoted 10 0 0
Edinburgh median annual salary £55,000 - -
Scotland median annual salary £55,000 £47,500 -
% change year-on-year +15.79% - -

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 343 252 181
As % of all permanent IT jobs advertised in Edinburgh 13.02% 10.08% 7.15%
Number of salaries quoted 204 135 112
Edinburgh median annual salary £45,000 £50,000 £45,000
Median salary % change year-on-year -10.00% +11.11% -
10th Percentile £27,500 £28,350 £29,265
90th Percentile £67,500 £73,750 £56,250
Scotland median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

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 22 July 2018.

Salary histogram for Terraform in Edinburgh

For the 6 months to 22 July 2018, 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 42 (91.30%) Ansible
2 40 (86.96%) Amazon AWS
3 39 (84.78%) Linux
3 39 (84.78%) Opscode Chef
4 35 (76.09%) Jenkins
4 35 (76.09%) Puppet
5 34 (73.91%) DevOps
6 31 (67.39%) Google Cloud Platform
6 31 (67.39%) Microsoft Azure
6 31 (67.39%) Git (software)
6 31 (67.39%) GCP
7 28 (60.87%) Continuous Integration
7 28 (60.87%) Splunk
7 28 (60.87%) Continuous Delivery
8 27 (58.70%) ServiceNow
8 27 (58.70%) JIRA
8 27 (58.70%) Subversion
8 27 (58.70%) Unix
8 27 (58.70%) Elastic Stack
8 27 (58.70%) GoCD
9 25 (54.35%) Consul
9 25 (54.35%) IBM UrbanCode
9 25 (54.35%) Delphix
9 25 (54.35%) Windows
9 25 (54.35%) Atlassian Bamboo
9 25 (54.35%) Team Foundation Server
9 25 (54.35%) Customer Engagement
9 25 (54.35%) Open Source
9 25 (54.35%) Octopus Deploy
9 25 (54.35%) Rundeck

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 6 (13.04%) OpenStack
2 3 (6.52%) Apache Spark
3 2 (4.35%) Apache Pig
3 2 (4.35%) Elasticsearch
4 1 (2.17%) Apache
4 1 (2.17%) JBoss
4 1 (2.17%) Tomcat
Cloud Services
1 40 (86.96%) Amazon AWS
2 31 (67.39%) Google Cloud Platform
2 31 (67.39%) Microsoft Azure
3 6 (13.04%) IaaS
3 6 (13.04%) PaaS
3 6 (13.04%) SaaS
4 2 (4.35%) Amazon EC2
4 2 (4.35%) Amazon ElastiCache
4 2 (4.35%) Amazon ELB
4 2 (4.35%) Amazon EMR
4 2 (4.35%) Amazon S3
4 2 (4.35%) AWS Lambda
4 2 (4.35%) CloudFront
4 2 (4.35%) Serverless
4 2 (4.35%) Virtual Private Cloud
Communications & Networking
1 2 (4.35%) Firewall
Database & Business Intelligence
1 3 (6.52%) Apache Hive
1 3 (6.52%) Big Data
1 3 (6.52%) Hadoop
2 2 (4.35%) Amazon RDS
2 2 (4.35%) Amazon Redshift
2 2 (4.35%) Sqoop
3 1 (2.17%) Apache Cassandra
3 1 (2.17%) HBase
3 1 (2.17%) MySQL
3 1 (2.17%) NoSQL
3 1 (2.17%) PostgreSQL
3 1 (2.17%) Relational Database
Development Applications
1 35 (76.09%) Jenkins
2 31 (67.39%) Git (software)
3 27 (58.70%) GoCD
3 27 (58.70%) JIRA
3 27 (58.70%) Subversion
4 25 (54.35%) Atlassian Bamboo
4 25 (54.35%) IBM UrbanCode
4 25 (54.35%) Octopus Deploy
4 25 (54.35%) Team Foundation Server
5 10 (21.74%) Maven
6 8 (17.39%) Vagrant
7 4 (8.70%) GitLab
8 2 (4.35%) Artifactory
8 2 (4.35%) Sonatype Nexus
8 2 (4.35%) TeamCity
9 1 (2.17%) GCC
General
1 1 (2.17%) Finance
1 1 (2.17%) Games
Job Titles
1 27 (58.70%) Consultant
1 27 (58.70%) Senior DevOps
2 25 (54.35%) DevOps Consultant
2 25 (54.35%) Senior Consultant
2 25 (54.35%) Senior DevOps Consultant
3 8 (17.39%) DevOps Engineer
4 6 (13.04%) Automation Engineer
4 6 (13.04%) AWS Engineer
4 6 (13.04%) Azure Engineer
4 6 (13.04%) Cloud Engineer
5 3 (6.52%) Software Engineer
6 2 (4.35%) AWS Consultant
6 2 (4.35%) Big Data Consultant
6 2 (4.35%) Cloud Consultant
6 2 (4.35%) Data Consultant
6 2 (4.35%) Junior
6 2 (4.35%) Monitoring Engineer
6 2 (4.35%) NOC Engineer
6 2 (4.35%) Senior DevOps Engineer
7 1 (2.17%) Big Data Engineer
Libraries, Frameworks & Software Standards
1 27 (58.70%) Elastic Stack
2 3 (6.52%) Kafka
2 3 (6.52%) Node.js
3 2 (4.35%) Web Services
4 1 (2.17%) RabbitMQ
4 1 (2.17%) Ruby on Rails
Miscellaneous
1 8 (17.39%) Public Cloud
2 6 (13.04%) Hybrid Cloud
3 2 (4.35%) Enterprise Cloud
4 1 (2.17%) Algorithms
4 1 (2.17%) Replication
Operating Systems
1 39 (84.78%) Linux
2 27 (58.70%) Unix
3 25 (54.35%) Windows
4 9 (19.57%) Red Hat Enterprise Linux
5 1 (2.17%) CentOS
Processes & Methodologies
1 34 (73.91%) DevOps
2 28 (60.87%) Continuous Delivery
2 28 (60.87%) Continuous Integration
3 25 (54.35%) Customer Engagement
3 25 (54.35%) Microservices
3 25 (54.35%) Open Source
4 9 (19.57%) Problem-Solving
5 3 (6.52%) Analytics
5 3 (6.52%) Software Engineering
6 2 (4.35%) Agile Software Development
6 2 (4.35%) Configuration Management
6 2 (4.35%) Data Science
6 2 (4.35%) ETL
6 2 (4.35%) Incident Management
6 2 (4.35%) Network Management
7 1 (2.17%) Coaching
7 1 (2.17%) Continuous Improvement
7 1 (2.17%) Deployment Automation
7 1 (2.17%) Mentoring
7 1 (2.17%) Performance Optimisation
Programming Languages
1 10 (21.74%) Python
2 7 (15.22%) Java
3 5 (10.87%) Ruby
4 4 (8.70%) Go
5 3 (6.52%) Bash Shell
6 2 (4.35%) PHP
6 2 (4.35%) R
6 2 (4.35%) Scala
6 2 (4.35%) SQL
7 1 (2.17%) Perl
7 1 (2.17%) PowerShell
Qualifications
1 2 (4.35%) Degree
Quality Assurance & Compliance
1 31 (67.39%) GCP
2 2 (4.35%) SLA
System Software
1 10 (21.74%) Docker
2 2 (4.35%) HDFS
3 1 (2.17%) Virtual Machines
Systems Management
1 42 (91.30%) Ansible
2 39 (84.78%) Opscode Chef
3 35 (76.09%) Puppet
4 25 (54.35%) Consul
4 25 (54.35%) Rundeck
5 6 (13.04%) Kubernetes
5 6 (13.04%) Rancher
6 3 (6.52%) Cacti
6 3 (6.52%) Capistrano
7 2 (4.35%) Oozie
7 2 (4.35%) Packer
7 2 (4.35%) Salt
8 1 (2.17%) Grafana
8 1 (2.17%) Hadoop YARN
8 1 (2.17%) Kibana
8 1 (2.17%) Nagios
Vendors
1 28 (60.87%) Splunk
2 27 (58.70%) ServiceNow
3 25 (54.35%) Delphix
3 25 (54.35%) RedGate
4 3 (6.52%) Perforce
5 2 (4.35%) AppDynamics
5 2 (4.35%) Remedy
5 2 (4.35%) SaltStack
5 2 (4.35%) VMware
6 1 (2.17%) Apple
6 1 (2.17%) F5