Period
to 22 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Scotland 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
UK > Scotland
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 181 217 -
Rank change year-on-year +36 - -
Permanent jobs citing Terraform 56 5 0
As % of all permanent IT jobs advertised in Scotland 0.98% 0.095% -
As % of the Systems Management category 8.51% 1.31% -
Number of salaries quoted 14 1 0
Scotland median annual salary £55,000 £47,500 -
Median salary % change year-on-year +15.79% - -
UK median annual salary £65,000 £65,000 £62,500
% change year-on-year - +4.00% +13.64%

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 Scotland with a requirement for systems management skills.

All Systems Management Skills
Scotland
Permanent vacancies with a requirement for systems management skills 658 383 441
As % of all permanent IT jobs advertised in Scotland 11.57% 7.27% 7.58%
Number of salaries quoted 432 200 240
Scotland median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,250 £28,250 £30,000
90th Percentile £66,250 £71,375 £56,250
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

Terraform
Job Vacancy Trend in Scotland

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

Job vacancy trend for Terraform in Scotland

Terraform
Salary Trend in Scotland

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

Salary trend for Terraform in Scotland

Terraform
Salary Histogram in Scotland

The salary distribution of IT jobs citing Terraform in Scotland over the 6 months to 22 July 2018.

Salary histogram for Terraform in Scotland

Terraform
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Terraform within the Scotland region over the 6 months to 22 July 2018. 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
Edinburgh +45 46 £55,000 - 7
Glasgow - 9 £35,000 - 6
Terraform
UK

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 Scotland region with a requirement for Terraform.

1 52 (92.86%) Ansible
2 50 (89.29%) Amazon AWS
3 48 (85.71%) Linux
4 45 (80.36%) Jenkins
5 44 (78.57%) DevOps
6 40 (71.43%) Opscode Chef
6 40 (71.43%) Git (software)
7 38 (67.86%) Continuous Integration
8 37 (66.07%) Continuous Delivery
9 36 (64.29%) Elastic Stack
9 36 (64.29%) GoCD
9 36 (64.29%) Subversion
10 35 (62.50%) Puppet
11 31 (55.36%) Microsoft Azure
11 31 (55.36%) Google Cloud Platform
11 31 (55.36%) GCP
12 28 (50.00%) Splunk
13 27 (48.21%) ServiceNow
13 27 (48.21%) Unix
13 27 (48.21%) JIRA
14 25 (44.64%) Team Foundation Server
14 25 (44.64%) Customer Engagement
14 25 (44.64%) Atlassian Bamboo
14 25 (44.64%) Open Source
14 25 (44.64%) Windows
14 25 (44.64%) Octopus Deploy
14 25 (44.64%) Microservices
14 25 (44.64%) RedGate
14 25 (44.64%) Consul
14 25 (44.64%) IBM UrbanCode

Terraform
Co-occurring IT Skills in Scotland 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 (10.71%) OpenStack
2 3 (5.36%) Apache Spark
3 2 (3.57%) Apache Pig
3 2 (3.57%) Elasticsearch
4 1 (1.79%) Apache
4 1 (1.79%) JBoss
4 1 (1.79%) Tomcat
Cloud Services
1 50 (89.29%) Amazon AWS
2 31 (55.36%) Google Cloud Platform
2 31 (55.36%) Microsoft Azure
3 6 (10.71%) IaaS
3 6 (10.71%) PaaS
3 6 (10.71%) SaaS
4 3 (5.36%) CloudFront
5 2 (3.57%) Amazon EC2
5 2 (3.57%) Amazon ElastiCache
5 2 (3.57%) Amazon ELB
5 2 (3.57%) Amazon EMR
5 2 (3.57%) Amazon S3
5 2 (3.57%) AWS Lambda
5 2 (3.57%) Serverless
5 2 (3.57%) Virtual Private Cloud
Communications & Networking
1 11 (19.64%) Firewall
Database & Business Intelligence
1 8 (14.29%) MongoDB
2 3 (5.36%) Apache Hive
2 3 (5.36%) Big Data
2 3 (5.36%) Hadoop
3 2 (3.57%) Amazon RDS
3 2 (3.57%) Amazon Redshift
3 2 (3.57%) Sqoop
4 1 (1.79%) Apache Cassandra
4 1 (1.79%) HBase
4 1 (1.79%) MySQL
4 1 (1.79%) NoSQL
4 1 (1.79%) PostgreSQL
4 1 (1.79%) Relational Database
Development Applications
1 45 (80.36%) Jenkins
2 40 (71.43%) Git (software)
3 36 (64.29%) GoCD
3 36 (64.29%) Subversion
4 27 (48.21%) JIRA
5 25 (44.64%) Atlassian Bamboo
5 25 (44.64%) IBM UrbanCode
5 25 (44.64%) Octopus Deploy
5 25 (44.64%) Team Foundation Server
6 19 (33.93%) Maven
7 17 (30.36%) Vagrant
8 14 (25.00%) GitLab
9 11 (19.64%) Artifactory
9 11 (19.64%) Sonatype Nexus
9 11 (19.64%) TeamCity
10 1 (1.79%) GCC
General
1 2 (3.57%) Games
2 1 (1.79%) Finance
Job Titles
1 28 (50.00%) Senior DevOps
2 27 (48.21%) Consultant
3 25 (44.64%) DevOps Consultant
3 25 (44.64%) Senior Consultant
3 25 (44.64%) Senior DevOps Consultant
4 18 (32.14%) DevOps Engineer
5 6 (10.71%) Automation Engineer
5 6 (10.71%) AWS Engineer
5 6 (10.71%) Azure Engineer
5 6 (10.71%) Cloud Engineer
6 3 (5.36%) Senior DevOps Engineer
6 3 (5.36%) Software Engineer
7 2 (3.57%) AWS Consultant
7 2 (3.57%) Big Data Consultant
7 2 (3.57%) Cloud Consultant
7 2 (3.57%) Data Consultant
7 2 (3.57%) Junior
7 2 (3.57%) Monitoring Engineer
7 2 (3.57%) NOC Engineer
8 1 (1.79%) Linux Scripter
Libraries, Frameworks & Software Standards
1 36 (64.29%) Elastic Stack
2 9 (16.07%) RabbitMQ
3 3 (5.36%) Kafka
3 3 (5.36%) Node.js
4 2 (3.57%) Web Services
5 1 (1.79%) Ruby on Rails
Miscellaneous
1 8 (14.29%) Public Cloud
2 6 (10.71%) Hybrid Cloud
3 2 (3.57%) Algorithms
3 2 (3.57%) Enterprise Cloud
4 1 (1.79%) Replication
Operating Systems
1 48 (85.71%) Linux
2 27 (48.21%) Unix
3 25 (44.64%) Windows
4 18 (32.14%) Red Hat Enterprise Linux
5 1 (1.79%) CentOS
Processes & Methodologies
1 44 (78.57%) DevOps
2 38 (67.86%) Continuous Integration
3 37 (66.07%) Continuous Delivery
4 25 (44.64%) Customer Engagement
4 25 (44.64%) Microservices
4 25 (44.64%) Open Source
5 9 (16.07%) Load Balancing
5 9 (16.07%) Problem-Solving
6 8 (14.29%) Agile Software Development
7 5 (8.93%) Migration
7 5 (8.93%) Web Application Development
8 3 (5.36%) Analytics
8 3 (5.36%) Software Engineering
9 2 (3.57%) Configuration Management
9 2 (3.57%) Data Science
9 2 (3.57%) ETL
9 2 (3.57%) Incident Management
9 2 (3.57%) Mathematics
9 2 (3.57%) Network Management
10 1 (1.79%) Performance Optimisation
Programming Languages
1 19 (33.93%) Python
2 7 (12.50%) Java
3 5 (8.93%) Ruby
4 4 (7.14%) Go
5 3 (5.36%) Bash Shell
6 2 (3.57%) PHP
6 2 (3.57%) R
6 2 (3.57%) Scala
6 2 (3.57%) SQL
7 1 (1.79%) Perl
7 1 (1.79%) PowerShell
Qualifications
1 2 (3.57%) Degree
Quality Assurance & Compliance
1 31 (55.36%) GCP
2 2 (3.57%) SLA
System Software
1 20 (35.71%) Docker
2 2 (3.57%) HDFS
3 1 (1.79%) Virtual Machines
Systems Management
1 52 (92.86%) Ansible
2 40 (71.43%) Opscode Chef
3 35 (62.50%) Puppet
4 25 (44.64%) Consul
4 25 (44.64%) Rundeck
5 11 (19.64%) Packer
6 8 (14.29%) Graphite
6 8 (14.29%) HAProxy
6 8 (14.29%) Icinga
7 6 (10.71%) Kubernetes
7 6 (10.71%) Rancher
8 3 (5.36%) Cacti
8 3 (5.36%) Capistrano
9 2 (3.57%) Oozie
9 2 (3.57%) Salt
10 1 (1.79%) Grafana
10 1 (1.79%) Hadoop YARN
10 1 (1.79%) Kibana
10 1 (1.79%) Nagios
Vendors
1 28 (50.00%) Splunk
2 27 (48.21%) ServiceNow
3 25 (44.64%) Delphix
3 25 (44.64%) RedGate
4 11 (19.64%) VMware
5 3 (5.36%) Perforce
6 2 (3.57%) AppDynamics
6 2 (3.57%) Remedy
6 2 (3.57%) SaltStack
7 1 (1.79%) Apple
7 1 (1.79%) F5
7 1 (1.79%) Twitter