Period
to 18 April 2019

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

Terraform
Cambridgeshire > Cambridge
6 months to
18 Apr 2019
Same period 2018 Same period 2017
Rank 104 167 155
Rank change year-on-year +63 -12 -
Permanent jobs citing Terraform 30 24 3
As % of all permanent IT jobs advertised in Cambridge 1.64% 0.70% 0.12%
As % of the Systems Management category 13.76% 9.52% 2.21%
Number of salaries quoted 17 7 1
Cambridge median annual salary £55,000 £50,000 £48,000
Median salary % change year-on-year +10.00% +4.17% -
Cambridgeshire median annual salary £55,000 £50,000 £48,000
% change year-on-year +10.00% +4.17% -

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 Cambridge with a requirement for systems management skills.

All Systems Management Skills
Cambridge
Permanent vacancies with a requirement for systems management skills 218 252 136
As % of all permanent IT jobs advertised in Cambridge 11.89% 7.34% 5.49%
Number of salaries quoted 163 138 108
Cambridge median annual salary £50,000 £50,000 £46,000
Median salary % change year-on-year - +8.70% +8.24%
10th Percentile £33,750 £37,500 £33,750
90th Percentile £67,500 £67,500 £64,125
Cambridgeshire median annual salary £49,090 £45,000 £45,000
% change year-on-year +9.09% - +8.43%

Terraform
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Terraform in Cambridge

Terraform
Salary Trend in Cambridge

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

Salary trend for Terraform in Cambridge

Terraform
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Terraform in Cambridge over the 6 months to 18 April 2019.

Salary histogram for Terraform in Cambridge

For the 6 months to 18 April 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 Cambridge region with a requirement for Terraform.

1 24 (80.00%) Ansible
2 22 (73.33%) Kubernetes
3 21 (70.00%) DevOps
4 20 (66.67%) Docker
5 19 (63.33%) Microservices
5 19 (63.33%) Agile Software Development
6 18 (60.00%) JavaScript
6 18 (60.00%) Web Services
6 18 (60.00%) Amazon AWS
7 17 (56.67%) Linux
7 17 (56.67%) Java
8 16 (53.33%) RESTful
9 15 (50.00%) Python
10 13 (43.33%) SQL
10 13 (43.33%) TDD
10 13 (43.33%) Apache Cassandra
10 13 (43.33%) Continuous Delivery
11 12 (40.00%) Software Engineering
12 11 (36.67%) Spring
12 11 (36.67%) QA
12 11 (36.67%) Integration Testing
12 11 (36.67%) PostgreSQL
12 11 (36.67%) E-Commerce
12 11 (36.67%) Scala
12 11 (36.67%) Akka
12 11 (36.67%) OpenShift
12 11 (36.67%) Play Framework
12 11 (36.67%) Amazon RDS
12 11 (36.67%) Hybrid Cloud
12 11 (36.67%) Spring Boot

Terraform
Co-occurring IT Skills in Cambridge 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 9 (30.00%) OpenStack
2 8 (26.67%) Elasticsearch
3 4 (13.33%) nginx
4 3 (10.00%) Tomcat
5 2 (6.67%) Apache
5 2 (6.67%) Apache Airflow
5 2 (6.67%) Apache Spark
5 2 (6.67%) Cloud Foundry
5 2 (6.67%) CloudStack
5 2 (6.67%) Drupal
5 2 (6.67%) Jupyter
Business Applications
1 11 (36.67%) Payment Gateway
Cloud Services
1 18 (60.00%) Amazon AWS
2 11 (36.67%) OpenShift
3 6 (20.00%) GitHub
3 6 (20.00%) Microsoft Azure
4 5 (16.67%) Google Cloud Platform
5 2 (6.67%) AWS CloudFormation
5 2 (6.67%) DigitalOcean
5 2 (6.67%) Heroku
5 2 (6.67%) IaaS
5 2 (6.67%) Loggly
5 2 (6.67%) PaaS
Communications & Networking
1 2 (6.67%) VPN
Database & Business Intelligence
1 13 (43.33%) Apache Cassandra
2 11 (36.67%) Amazon RDS
2 11 (36.67%) PostgreSQL
3 8 (26.67%) MongoDB
3 8 (26.67%) MySQL
4 7 (23.33%) NoSQL
5 4 (13.33%) Big Data
6 2 (6.67%) BigQuery
6 2 (6.67%) Data Mining
6 2 (6.67%) Data Warehouse
6 2 (6.67%) Redis
7 1 (3.33%) Amazon Athena
7 1 (3.33%) Hadoop
7 1 (3.33%) HBase
Development Applications
1 8 (26.67%) Git (software)
2 4 (13.33%) Jenkins
3 2 (6.67%) GitLab
3 2 (6.67%) JIRA
3 2 (6.67%) PHPUnit
3 2 (6.67%) Selenium
3 2 (6.67%) Travis CI
4 1 (3.33%) Atlassian Bamboo
4 1 (3.33%) TeamCity
General
1 6 (20.00%) Games
2 4 (13.33%) Finance
3 2 (6.67%) Publishing
4 1 (3.33%) Pharmaceutical
Job Titles
1 13 (43.33%) Software Engineer
2 10 (33.33%) AWS Engineer
2 10 (33.33%) AWS Software Engineer
2 10 (33.33%) Java Engineer
2 10 (33.33%) Java Scala Software Engineer
2 10 (33.33%) Java Software Engineer
2 10 (33.33%) Scala Software Engineer
3 6 (20.00%) DevOps Engineer
3 6 (20.00%) Senior Manager
3 6 (20.00%) Software Manager
4 2 (6.67%) Data Engineer
4 2 (6.67%) Developer
4 2 (6.67%) Python Engineer
4 2 (6.67%) Python Software Engineer
5 1 (3.33%) Automation Engineer
5 1 (3.33%) Big Data Engineer
5 1 (3.33%) Cloud Automation Engineer
5 1 (3.33%) Cloud Infrastructure Engineer
5 1 (3.33%) Development Engineer
5 1 (3.33%) Senior Scrum Master
Libraries, Frameworks & Software Standards
1 18 (60.00%) Web Services
2 16 (53.33%) RESTful
3 11 (36.67%) Akka
3 11 (36.67%) Play Framework
3 11 (36.67%) Spring
3 11 (36.67%) Spring Boot
4 6 (20.00%) RabbitMQ
5 2 (6.67%) Apache Beam
5 2 (6.67%) Behat
5 2 (6.67%) Django
5 2 (6.67%) Kafka
5 2 (6.67%) Keras
5 2 (6.67%) LEMP Stack
5 2 (6.67%) Lucene
5 2 (6.67%) Natural Language Processing
5 2 (6.67%) Node.js
5 2 (6.67%) pytest
5 2 (6.67%) Ruby on Rails
5 2 (6.67%) Symfony
5 2 (6.67%) TensorFlow
Miscellaneous
1 11 (36.67%) Hybrid Cloud
2 6 (20.00%) Private Cloud
3 2 (6.67%) Renewable Energy
4 1 (3.33%) Algorithms
4 1 (3.33%) Data Structures
4 1 (3.33%) Enterprise Software
Operating Systems
1 17 (56.67%) Linux
2 10 (33.33%) Ubuntu
3 2 (6.67%) CentOS
3 2 (6.67%) CoreOS
3 2 (6.67%) Red Hat Enterprise Linux
4 1 (3.33%) Unix
Processes & Methodologies
1 21 (70.00%) DevOps
2 19 (63.33%) Agile Software Development
2 19 (63.33%) Microservices
3 13 (43.33%) Continuous Delivery
3 13 (43.33%) TDD
4 12 (40.00%) Software Engineering
5 11 (36.67%) E-Commerce
5 11 (36.67%) Integration Testing
6 10 (33.33%) API Design
6 10 (33.33%) Software Architecture
6 10 (33.33%) Technical Debt
7 8 (26.67%) Open Source
8 7 (23.33%) Mentoring
8 7 (23.33%) Scrum
9 6 (20.00%) Coaching
9 6 (20.00%) Process Improvement
9 6 (20.00%) Prototyping
9 6 (20.00%) Systems Thinking
9 6 (20.00%) UML
9 6 (20.00%) User Stories
Programming Languages
1 18 (60.00%) JavaScript
2 17 (56.67%) Java
3 15 (50.00%) Python
4 13 (43.33%) SQL
5 11 (36.67%) Scala
6 10 (33.33%) Ruby
7 3 (10.00%) Go
8 2 (6.67%) C
8 2 (6.67%) C++
8 2 (6.67%) Perl
8 2 (6.67%) PHP
8 2 (6.67%) PowerShell
9 1 (3.33%) Bash Shell
Qualifications
1 3 (10.00%) Degree
2 2 (6.67%) Computer Science Degree
Quality Assurance & Compliance
1 11 (36.67%) QA
System Software
1 20 (66.67%) Docker
Systems Management
1 24 (80.00%) Ansible
2 22 (73.33%) Kubernetes
3 8 (26.67%) Packer
4 6 (20.00%) Opscode Chef
4 6 (20.00%) Puppet
5 1 (3.33%) Docker Swarm
Vendors
1 11 (36.67%) WorldPay
2 2 (6.67%) Google
2 2 (6.67%) New Relic
2 2 (6.67%) Rackspace
2 2 (6.67%) SaltStack
3 1 (3.33%) Microsoft