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

Terraform
UK > Scotland
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 146 221 217
Rank change year-on-year +75 -4 -
Permanent jobs citing Terraform 77 4 1
As % of all permanent IT jobs advertised in Scotland 1.43% 0.072% 0.019%
As % of the Systems Management category 12.71% 0.78% 0.25%
Number of salaries quoted 33 1 1
Scotland median annual salary £52,500 £47,500 £44,000
Median salary % change year-on-year +10.53% +7.95% -
10th Percentile £30,000 £43,750 £41,000
90th Percentile £73,000 £51,250 £47,000
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 606 511 393
As % of all permanent IT jobs advertised in Scotland 11.25% 9.23% 7.38%
Number of salaries quoted 405 312 204
Scotland median annual salary £50,000 £47,500 £43,500
Median salary % change year-on-year +5.26% +9.20% +2.35%
10th Percentile £30,000 £29,775 £31,250
90th Percentile £65,000 £65,000 £57,125
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +2.84%

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 18 October 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 18 October 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 +70 62 £55,000 - 6
Glasgow - 12 £38,750 - 4
West Lothian - 3 £50,000 -
Terraform
UK

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 Scotland region with a requirement for Terraform.

1 69 (89.61%) Ansible
2 66 (85.71%) Linux
3 63 (81.82%) DevOps
4 59 (76.62%) Amazon AWS
5 53 (68.83%) Jenkins
6 50 (64.94%) Opscode Chef
7 45 (58.44%) Git (software)
8 43 (55.84%) Continuous Delivery
9 41 (53.25%) Continuous Integration
10 40 (51.95%) Puppet
11 39 (50.65%) Elastic Stack
12 38 (49.35%) GoCD
12 38 (49.35%) Subversion
13 36 (46.75%) Microsoft Azure
13 36 (46.75%) Docker
14 33 (42.86%) Python
14 33 (42.86%) Google Cloud Platform
15 31 (40.26%) Splunk
16 27 (35.06%) ServiceNow
16 27 (35.06%) Atlassian Bamboo
16 27 (35.06%) Unix
16 27 (35.06%) JIRA
17 26 (33.77%) Team Foundation Server
17 26 (33.77%) Microservices
17 26 (33.77%) Consul
18 25 (32.47%) IBM UrbanCode
18 25 (32.47%) Delphix
18 25 (32.47%) Octopus Deploy
18 25 (32.47%) Rundeck
18 25 (32.47%) Customer Engagement

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 5 (6.49%) Apache Spark
2 4 (5.19%) Apache Pig
2 4 (5.19%) OpenStack
3 2 (2.60%) Apache
3 2 (2.60%) Apache Solr
3 2 (2.60%) JBoss
3 2 (2.60%) Tomcat
4 1 (1.30%) Elasticsearch
Cloud Services
1 59 (76.62%) Amazon AWS
2 36 (46.75%) Microsoft Azure
3 33 (42.86%) Google Cloud Platform
4 5 (6.49%) GitHub
5 4 (5.19%) Amazon EC2
5 4 (5.19%) Amazon EMR
5 4 (5.19%) Amazon S3
5 4 (5.19%) AWS CloudFormation
5 4 (5.19%) AWS Lambda
5 4 (5.19%) IaaS
5 4 (5.19%) PaaS
5 4 (5.19%) SaaS
5 4 (5.19%) Serverless
6 3 (3.90%) CloudFront
7 2 (2.60%) Amazon CloudWatch
7 2 (2.60%) Amazon ElastiCache
7 2 (2.60%) Amazon ELB
7 2 (2.60%) AWS Elastic Beanstalk
7 2 (2.60%) OpenShift
7 2 (2.60%) Virtual Private Cloud
Communications & Networking
1 12 (15.58%) Firewall
2 1 (1.30%) Internet
Database & Business Intelligence
1 10 (12.99%) Big Data
2 9 (11.69%) MongoDB
3 6 (7.79%) Apache Cassandra
4 4 (5.19%) Amazon RDS
4 4 (5.19%) Apache Hive
5 3 (3.90%) Hadoop
6 2 (2.60%) Amazon Redshift
6 2 (2.60%) Azure SQL Database
6 2 (2.60%) SQL Server
6 2 (2.60%) Sqoop
7 1 (1.30%) MySQL
7 1 (1.30%) Relational Database
Development Applications
1 53 (68.83%) Jenkins
2 45 (58.44%) Git (software)
3 38 (49.35%) GoCD
3 38 (49.35%) Subversion
4 27 (35.06%) Atlassian Bamboo
4 27 (35.06%) JIRA
5 26 (33.77%) Team Foundation Server
6 25 (32.47%) IBM UrbanCode
6 25 (32.47%) Octopus Deploy
7 19 (24.68%) Maven
8 18 (23.38%) GitLab
9 17 (22.08%) Vagrant
10 15 (19.48%) TeamCity
11 13 (16.88%) Artifactory
11 13 (16.88%) Sonatype Nexus
12 3 (3.90%) HP UFT
12 3 (3.90%) RSpec
12 3 (3.90%) Selenium
12 3 (3.90%) SoapUI
13 2 (2.60%) GCC
General
1 3 (3.90%) Games
2 2 (2.60%) Banking
3 1 (1.30%) Finance
Job Titles
1 34 (44.16%) DevOps Engineer
2 29 (37.66%) Senior DevOps
3 27 (35.06%) Consultant
4 25 (32.47%) DevOps Consultant
4 25 (32.47%) Senior Consultant
4 25 (32.47%) Senior DevOps Consultant
5 9 (11.69%) Junior
6 8 (10.39%) AWS Engineer
7 7 (9.09%) Junior DevOps
7 7 (9.09%) Junior DevOps Engineer
8 6 (7.79%) Cloud Engineer
9 5 (6.49%) Automation Engineer
10 4 (5.19%) Azure Engineer
10 4 (5.19%) Senior DevOps Engineer
10 4 (5.19%) Software Engineer
11 3 (3.90%) Senior Software Engineer
12 2 (2.60%) Administrator
12 2 (2.60%) Big Data Consultant
12 2 (2.60%) Cloud Consultant
12 2 (2.60%) Senior Cloud Engineer
Libraries, Frameworks & Software Standards
1 39 (50.65%) Elastic Stack
2 11 (14.29%) Node.js
3 10 (12.99%) RabbitMQ
4 6 (7.79%) Kafka
5 5 (6.49%) Web Services
6 2 (2.60%) RESTful
6 2 (2.60%) Velocity
7 1 (1.30%) JSON
7 1 (1.30%) Middleware
7 1 (1.30%) Ruby on Rails
7 1 (1.30%) Spring
7 1 (1.30%) Spring Boot
Miscellaneous
1 6 (7.79%) Public Cloud
2 4 (5.19%) Computer Science
2 4 (5.19%) Hybrid Cloud
3 2 (2.60%) Algorithms
3 2 (2.60%) Enterprise Cloud
3 2 (2.60%) Fintech
3 2 (2.60%) Linux Command Line
4 1 (1.30%) Analytical Skills
4 1 (1.30%) Replication
Operating Systems
1 66 (85.71%) Linux
2 27 (35.06%) Unix
3 25 (32.47%) Windows
4 21 (27.27%) Red Hat Enterprise Linux
5 2 (2.60%) CentOS
5 2 (2.60%) Debian
Processes & Methodologies
1 63 (81.82%) DevOps
2 43 (55.84%) Continuous Delivery
3 41 (53.25%) Continuous Integration
4 26 (33.77%) Microservices
5 25 (32.47%) Customer Engagement
5 25 (32.47%) Open Source
6 11 (14.29%) Load Balancing
6 11 (14.29%) Problem-Solving
7 10 (12.99%) Agile Software Development
7 10 (12.99%) Configuration Management
8 8 (10.39%) Software Engineering
9 7 (9.09%) Analytics
10 5 (6.49%) Data Science
10 5 (6.49%) Test Automation
11 4 (5.19%) ETL
11 4 (5.19%) Migration
11 4 (5.19%) Web Application Development
11 4 (5.19%) Web Operations
12 3 (3.90%) Mathematics
12 3 (3.90%) OO
Programming Languages
1 33 (42.86%) Python
2 15 (19.48%) Java
3 13 (16.88%) Ruby
4 7 (9.09%) Bash Shell
4 7 (9.09%) Go
4 7 (9.09%) JavaScript
5 5 (6.49%) Perl
5 5 (6.49%) SQL
6 4 (5.19%) Scala
7 3 (3.90%) C#
8 2 (2.60%) PHP
8 2 (2.60%) R
9 1 (1.30%) Java 8
9 1 (1.30%) Java 9
9 1 (1.30%) PowerShell
Qualifications
1 6 (7.79%) Degree
2 3 (3.90%) Computer Science Degree
Quality Assurance & Compliance
1 2 (2.60%) SLA
System Software
1 36 (46.75%) Docker
2 2 (2.60%) HDFS
2 2 (2.60%) Virtual Machines
Systems Management
1 69 (89.61%) Ansible
2 50 (64.94%) Opscode Chef
3 40 (51.95%) Puppet
4 26 (33.77%) Consul
5 25 (32.47%) Rundeck
6 18 (23.38%) Kubernetes
7 15 (19.48%) Packer
8 9 (11.69%) Graphite
8 9 (11.69%) HAProxy
8 9 (11.69%) Icinga
9 6 (7.79%) Salt
10 4 (5.19%) Cacti
10 4 (5.19%) Capistrano
10 4 (5.19%) Oozie
10 4 (5.19%) Rancher
11 3 (3.90%) Grafana
12 2 (2.60%) Mesos
12 2 (2.60%) Prometheus
12 2 (2.60%) Sysdig
13 1 (1.30%) Kibana
Vendors
1 31 (40.26%) Splunk
2 27 (35.06%) ServiceNow
3 25 (32.47%) Delphix
3 25 (32.47%) RedGate
4 13 (16.88%) VMware
5 4 (5.19%) Perforce
6 3 (3.90%) Oracle
7 2 (2.60%) AppDynamics
7 2 (2.60%) F5
7 2 (2.60%) Google
7 2 (2.60%) Red Hat
7 2 (2.60%) Remedy
7 2 (2.60%) SaltStack
8 1 (1.30%) Apple
8 1 (1.30%) Microsoft
8 1 (1.30%) New Relic
8 1 (1.30%) Twitter