Period
to 18 October 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 18 October 2018 with a comparison to the same period in the previous 2 years.

Terraform
Scotland > Edinburgh
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 86 156 138
Rank change year-on-year +70 -18 -
Permanent jobs citing Terraform 62 3 1
As % of all permanent IT jobs advertised in Edinburgh 2.46% 0.11% 0.043%
As % of the Systems Management category 21.53% 0.97% 0.56%
Number of salaries quoted 24 0 1
Edinburgh median annual salary £55,000 - £44,000
10th Percentile £27,375 - £41,000
90th Percentile £75,000 - £47,000
Scotland median annual salary £52,500 £47,500 £44,000
% change year-on-year +10.53% +7.95% -

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 288 308 178
As % of all permanent IT jobs advertised in Edinburgh 11.44% 11.49% 7.66%
Number of salaries quoted 176 186 109
Edinburgh median annual salary £50,000 £52,500 £45,000
Median salary % change year-on-year -4.76% +16.67% -
10th Percentile £30,000 £28,750 £29,400
90th Percentile £70,875 £65,000 £55,000
Scotland median annual salary £50,000 £47,500 £43,500
% change year-on-year +5.26% +9.20% +2.35%

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 18 October 2018.

Salary histogram for Terraform in Edinburgh

For the 6 months to 18 October 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 57 (91.94%) Ansible
2 54 (87.10%) Linux
3 48 (77.42%) DevOps
4 47 (75.81%) Opscode Chef
4 47 (75.81%) Amazon AWS
5 38 (61.29%) Puppet
5 38 (61.29%) Jenkins
6 36 (58.06%) Git (software)
7 34 (54.84%) Microsoft Azure
8 33 (53.23%) Google Cloud Platform
9 32 (51.61%) Continuous Delivery
10 31 (50.00%) Splunk
10 31 (50.00%) Continuous Integration
11 30 (48.39%) Elastic Stack
12 29 (46.77%) GoCD
12 29 (46.77%) Subversion
13 27 (43.55%) JIRA
13 27 (43.55%) Unix
13 27 (43.55%) ServiceNow
13 27 (43.55%) Atlassian Bamboo
14 26 (41.94%) Team Foundation Server
14 26 (41.94%) Consul
14 26 (41.94%) Microservices
15 25 (40.32%) Octopus Deploy
15 25 (40.32%) Rundeck
15 25 (40.32%) IBM UrbanCode
15 25 (40.32%) Delphix
15 25 (40.32%) Customer Engagement
15 25 (40.32%) RedGate
15 25 (40.32%) Open Source

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 5 (8.06%) Apache Spark
2 4 (6.45%) Apache Pig
2 4 (6.45%) OpenStack
3 2 (3.23%) Apache
3 2 (3.23%) Apache Solr
3 2 (3.23%) JBoss
3 2 (3.23%) Tomcat
4 1 (1.61%) Elasticsearch
Cloud Services
1 47 (75.81%) Amazon AWS
2 34 (54.84%) Microsoft Azure
3 33 (53.23%) Google Cloud Platform
4 5 (8.06%) GitHub
5 4 (6.45%) Amazon EC2
5 4 (6.45%) Amazon EMR
5 4 (6.45%) Amazon S3
5 4 (6.45%) AWS CloudFormation
5 4 (6.45%) AWS Lambda
5 4 (6.45%) IaaS
5 4 (6.45%) PaaS
5 4 (6.45%) SaaS
5 4 (6.45%) Serverless
6 2 (3.23%) Amazon CloudWatch
6 2 (3.23%) AWS CodePipeline
6 2 (3.23%) AWS Elastic Beanstalk
6 2 (3.23%) CloudFront
6 2 (3.23%) Datadog
6 2 (3.23%) Sumo Logic
6 2 (3.23%) Virtual Private Cloud
Communications & Networking
1 3 (4.84%) Firewall
2 1 (1.61%) Internet
Database & Business Intelligence
1 10 (16.13%) Big Data
2 6 (9.68%) Apache Cassandra
3 4 (6.45%) Amazon RDS
3 4 (6.45%) Apache Hive
4 3 (4.84%) Hadoop
5 2 (3.23%) Amazon Redshift
5 2 (3.23%) Sqoop
6 1 (1.61%) MongoDB
6 1 (1.61%) MySQL
6 1 (1.61%) Relational Database
Development Applications
1 38 (61.29%) Jenkins
2 36 (58.06%) Git (software)
3 29 (46.77%) GoCD
3 29 (46.77%) Subversion
4 27 (43.55%) Atlassian Bamboo
4 27 (43.55%) JIRA
5 26 (41.94%) Team Foundation Server
6 25 (40.32%) IBM UrbanCode
6 25 (40.32%) Octopus Deploy
7 10 (16.13%) Maven
8 8 (12.90%) GitLab
8 8 (12.90%) Vagrant
9 4 (6.45%) Artifactory
9 4 (6.45%) Sonatype Nexus
9 4 (6.45%) TeamCity
10 3 (4.84%) RSpec
11 2 (3.23%) Bitbucket
11 2 (3.23%) GCC
11 2 (3.23%) Travis CI
General
1 2 (3.23%) Banking
1 2 (3.23%) Games
2 1 (1.61%) Finance
Job Titles
1 28 (45.16%) Senior DevOps
2 27 (43.55%) Consultant
3 25 (40.32%) DevOps Consultant
3 25 (40.32%) Senior Consultant
3 25 (40.32%) Senior DevOps Consultant
4 19 (30.65%) DevOps Engineer
5 9 (14.52%) Junior
6 7 (11.29%) Junior DevOps
6 7 (11.29%) Junior DevOps Engineer
7 6 (9.68%) AWS Engineer
7 6 (9.68%) Cloud Engineer
8 5 (8.06%) Automation Engineer
9 4 (6.45%) Azure Engineer
9 4 (6.45%) Software Engineer
10 3 (4.84%) Senior DevOps Engineer
10 3 (4.84%) Senior Software Engineer
11 2 (3.23%) Administrator
11 2 (3.23%) Big Data Consultant
11 2 (3.23%) Cloud Consultant
11 2 (3.23%) Senior Cloud Engineer
Libraries, Frameworks & Software Standards
1 30 (48.39%) Elastic Stack
2 11 (17.74%) Node.js
3 6 (9.68%) Kafka
4 5 (8.06%) Web Services
5 2 (3.23%) RabbitMQ
5 2 (3.23%) RESTful
5 2 (3.23%) Velocity
6 1 (1.61%) JSON
6 1 (1.61%) Middleware
6 1 (1.61%) Ruby on Rails
6 1 (1.61%) Spring
6 1 (1.61%) Spring Boot
Miscellaneous
1 6 (9.68%) Public Cloud
2 4 (6.45%) Hybrid Cloud
3 2 (3.23%) Enterprise Cloud
3 2 (3.23%) Linux Command Line
4 1 (1.61%) Algorithms
4 1 (1.61%) Analytical Skills
4 1 (1.61%) Computer Science
4 1 (1.61%) Replication
Operating Systems
1 54 (87.10%) Linux
2 27 (43.55%) Unix
3 25 (40.32%) Windows
4 12 (19.35%) Red Hat Enterprise Linux
5 2 (3.23%) CentOS
5 2 (3.23%) Debian
Processes & Methodologies
1 48 (77.42%) DevOps
2 32 (51.61%) Continuous Delivery
3 31 (50.00%) Continuous Integration
4 26 (41.94%) Microservices
5 25 (40.32%) Customer Engagement
5 25 (40.32%) Open Source
6 11 (17.74%) Problem-Solving
7 10 (16.13%) Configuration Management
8 7 (11.29%) Analytics
8 7 (11.29%) Software Engineering
9 6 (9.68%) Agile Software Development
10 5 (8.06%) Data Science
11 4 (6.45%) ETL
11 4 (6.45%) Web Operations
12 3 (4.84%) Deployment Automation
12 3 (4.84%) Immutable Server
12 3 (4.84%) Load Balancing
12 3 (4.84%) OO
12 3 (4.84%) Release Management
12 3 (4.84%) User Acceptance Testing
Programming Languages
1 24 (38.71%) Python
2 15 (24.19%) Java
3 13 (20.97%) Ruby
4 7 (11.29%) Bash Shell
4 7 (11.29%) Go
5 5 (8.06%) SQL
6 4 (6.45%) JavaScript
6 4 (6.45%) Scala
7 2 (3.23%) Perl
7 2 (3.23%) PHP
7 2 (3.23%) R
8 1 (1.61%) Java 8
8 1 (1.61%) Java 9
8 1 (1.61%) PowerShell
Qualifications
1 3 (4.84%) Degree
Quality Assurance & Compliance
1 2 (3.23%) SLA
System Software
1 24 (38.71%) Docker
2 2 (3.23%) HDFS
2 2 (3.23%) Virtual Machines
Systems Management
1 57 (91.94%) Ansible
2 47 (75.81%) Opscode Chef
3 38 (61.29%) Puppet
4 26 (41.94%) Consul
5 25 (40.32%) Rundeck
6 15 (24.19%) Kubernetes
7 6 (9.68%) Packer
7 6 (9.68%) Salt
8 4 (6.45%) Cacti
8 4 (6.45%) Capistrano
8 4 (6.45%) Oozie
8 4 (6.45%) Rancher
9 3 (4.84%) Grafana
10 2 (3.23%) Mesos
10 2 (3.23%) Prometheus
10 2 (3.23%) Sysdig
11 1 (1.61%) Graphite
11 1 (1.61%) HAProxy
11 1 (1.61%) Icinga
11 1 (1.61%) Kibana
Vendors
1 31 (50.00%) Splunk
2 27 (43.55%) ServiceNow
3 25 (40.32%) Delphix
3 25 (40.32%) RedGate
4 4 (6.45%) Perforce
4 4 (6.45%) VMware
5 2 (3.23%) AppDynamics
5 2 (3.23%) F5
5 2 (3.23%) Google
5 2 (3.23%) Red Hat
5 2 (3.23%) Remedy
5 2 (3.23%) SaltStack
6 1 (1.61%) Apple
6 1 (1.61%) Microsoft
6 1 (1.61%) New Relic