Period
to 20 April 2019

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 20 April 2019 with a comparison to the same period in the previous 2 years.

Terraform
England > Yorkshire
6 months to
20 Apr 2019
Same period 2018 Same period 2017
Rank 164 229 316
Rank change year-on-year +65 +87 -
Permanent jobs citing Terraform 135 79 20
As % of all permanent IT jobs advertised in Yorkshire 1.79% 0.76% 0.19%
As % of the Systems Management category 15.03% 7.97% 2.51%
Number of salaries quoted 119 60 8
Yorkshire median annual salary £55,000 £53,250 £52,500
Median salary % change year-on-year +3.29% +1.43% -
10th Percentile £40,000 £44,875 £45,375
90th Percentile £75,000 £80,000 £65,000
England median annual salary £70,000 £65,000 £65,000
% change year-on-year +7.69% - -3.70%

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 Yorkshire with a requirement for systems management skills.

All Systems Management Skills
Yorkshire
Permanent vacancies with a requirement for systems management skills 898 991 797
As % of all permanent IT jobs advertised in Yorkshire 11.89% 9.55% 7.45%
Number of salaries quoted 677 857 653
Yorkshire median annual salary £45,000 £42,500 £43,000
Median salary % change year-on-year +5.88% -1.16% +1.18%
10th Percentile £28,750 £27,500 £26,250
90th Percentile £65,000 £61,250 £67,500
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +5.00%

Terraform
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Terraform in Yorkshire

Terraform
Salary Trend in Yorkshire

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

Salary trend for Terraform in Yorkshire

Terraform
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Terraform in Yorkshire over the 6 months to 20 April 2019.

Salary histogram for Terraform in Yorkshire

Terraform
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Terraform within the Yorkshire region over the 6 months to 20 April 2019. 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
West Yorkshire +59 71 £52,500 - 8
South Yorkshire +29 33 £55,000 - 2
North Yorkshire +5 31 £57,500 +21.05% 1
Terraform
England

For the 6 months to 20 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 Yorkshire region with a requirement for Terraform.

1 100 (74.07%) Amazon AWS
2 90 (66.67%) DevOps
3 78 (57.78%) Agile Software Development
4 73 (54.07%) Docker
5 69 (51.11%) Jenkins
6 62 (45.93%) Microsoft Azure
7 56 (41.48%) Linux
8 51 (37.78%) Kubernetes
9 48 (35.56%) Puppet
9 48 (35.56%) Python
10 47 (34.81%) Git (software)
11 43 (31.85%) Ansible
12 40 (29.63%) Java
13 38 (28.15%) Google
14 31 (22.96%) TDD
15 30 (22.22%) Google Cloud Platform
16 28 (20.74%) AWS CloudFormation
16 28 (20.74%) Microservices
16 28 (20.74%) Prometheus
17 27 (20.00%) Rancher
18 25 (18.52%) GitLab
18 25 (18.52%) Elastic Stack
19 24 (17.78%) Configuration Management
19 24 (17.78%) Microsoft
19 24 (17.78%) Ruby
20 23 (17.04%) PostgreSQL
20 23 (17.04%) Node.js
20 23 (17.04%) Consul
21 22 (16.30%) GitHub
21 22 (16.30%) C#

Terraform
Co-occurring IT Skills in Yorkshire 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 (6.67%) IIS
2 6 (4.44%) Tomcat
3 4 (2.96%) Jetty
3 4 (2.96%) WebLogic
4 3 (2.22%) Apache Spark
4 3 (2.22%) Confluence
5 2 (1.48%) Apache
5 2 (1.48%) Cloud Foundry
5 2 (1.48%) Mule
6 1 (0.74%) Elasticsearch
Cloud Services
1 100 (74.07%) Amazon AWS
2 62 (45.93%) Microsoft Azure
3 30 (22.22%) Google Cloud Platform
4 28 (20.74%) AWS CloudFormation
5 22 (16.30%) GitHub
6 14 (10.37%) Amazon S3
6 14 (10.37%) CloudFront
7 12 (8.89%) IaaS
8 6 (4.44%) Cloud Computing
9 5 (3.70%) SaaS
10 4 (2.96%) G Suite
11 3 (2.22%) Amazon EC2
11 3 (2.22%) AWS Lambda
11 3 (2.22%) Serverless
12 2 (1.48%) Slack
12 2 (1.48%) Yarn
13 1 (0.74%) Amazon EMR
13 1 (0.74%) Google App Engine
13 1 (0.74%) Office 365
13 1 (0.74%) OpenShift
Communications & Networking
1 14 (10.37%) Skype
2 7 (5.19%) Internet
3 6 (4.44%) Firewall
4 5 (3.70%) TCP/IP
5 1 (0.74%) Fibre Channel
5 1 (0.74%) SAN
Database & Business Intelligence
1 23 (17.04%) PostgreSQL
2 20 (14.81%) MySQL
3 14 (10.37%) Hazelcast
3 14 (10.37%) Relational Database
4 4 (2.96%) MongoDB
5 3 (2.22%) Amazon Redshift
5 3 (2.22%) Big Data
5 3 (2.22%) Hadoop
5 3 (2.22%) NoSQL
6 1 (0.74%) Amazon DynamoDB
6 1 (0.74%) BigQuery
6 1 (0.74%) Redis
Development Applications
1 69 (51.11%) Jenkins
2 47 (34.81%) Git (software)
3 25 (18.52%) GitLab
4 17 (12.59%) CircleCI
5 16 (11.85%) Atlassian Bamboo
5 16 (11.85%) Maven
6 14 (10.37%) IntelliJ
7 12 (8.89%) TeamCity
8 10 (7.41%) Octopus Deploy
8 10 (7.41%) Team Foundation Server
8 10 (7.41%) Visual Studio Team System
9 7 (5.19%) Gradle
9 7 (5.19%) Subversion
10 6 (4.44%) Cucumber
11 5 (3.70%) Selenium
12 4 (2.96%) JUnit
13 3 (2.22%) git-flow
13 3 (2.22%) JIRA
14 2 (1.48%) Babel
14 2 (1.48%) Sonatype Nexus
General
1 15 (11.11%) Finance
1 15 (11.11%) Games
2 4 (2.96%) Banking
3 1 (0.74%) Back Office
3 1 (0.74%) Publishing
3 1 (0.74%) Telecoms
Job Titles
1 50 (37.04%) DevOps Engineer
2 26 (19.26%) Developer
3 25 (18.52%) Cloud Engineer
4 20 (14.81%) Platform Engineer
5 18 (13.33%) Senior Developer
6 14 (10.37%) AWS Engineer
6 14 (10.37%) Machine Learning Engineer
6 14 (10.37%) Software Developer
7 12 (8.89%) .NET Developer
7 12 (8.89%) .NET Software Developer
7 12 (8.89%) ASP.NET Developer
7 12 (8.89%) C# .NET Developer
7 12 (8.89%) C# ASP.NET Developer
7 12 (8.89%) C# Developer
7 12 (8.89%) C# Software Developer
7 12 (8.89%) Senior .NET Developer
7 12 (8.89%) Senior ASP.NET Developer
7 12 (8.89%) Senior C# .NET Developer
7 12 (8.89%) Senior C# Developer
7 12 (8.89%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 25 (18.52%) Elastic Stack
2 23 (17.04%) Node.js
3 18 (13.33%) Spring
4 16 (11.85%) AngularJS
5 15 (11.11%) Vue.js
5 15 (11.11%) Web Services
6 14 (10.37%) Spring Boot
7 12 (8.89%) .NET
7 12 (8.89%) .NET Core
7 12 (8.89%) .NET Framework
7 12 (8.89%) Angular 2
7 12 (8.89%) ASP.NET
7 12 (8.89%) ASP.NET MVC
7 12 (8.89%) ASP.NET Web API
7 12 (8.89%) Entity Framework
8 10 (7.41%) Dropwizard
9 8 (5.93%) Kafka
10 6 (4.44%) React
11 4 (2.96%) Middleware
12 3 (2.22%) JSON
Miscellaneous
1 16 (11.85%) Enterprise Software
2 15 (11.11%) Linux Command Line
3 14 (10.37%) Algorithms
3 14 (10.37%) Public Cloud
4 6 (4.44%) Cloud Native
4 6 (4.44%) Clustering
4 6 (4.44%) User Experience
5 5 (3.70%) Data Centre
6 4 (2.96%) Greenfield Project
6 4 (2.96%) Raspberry Pi
7 2 (1.48%) Fintech
7 2 (1.48%) Mobile App
7 2 (1.48%) Online Banking
8 1 (0.74%) Analytical Skills
8 1 (0.74%) Blog
8 1 (0.74%) Enterprise Storage
8 1 (0.74%) Self-Motivation
8 1 (0.74%) Tandem
Operating Systems
1 56 (41.48%) Linux
2 20 (14.81%) Windows
3 5 (3.70%) CentOS
3 5 (3.70%) Ubuntu
4 4 (2.96%) Red Hat Enterprise Linux
5 2 (1.48%) Unix
6 1 (0.74%) Windows Server
Processes & Methodologies
1 90 (66.67%) DevOps
2 78 (57.78%) Agile Software Development
3 31 (22.96%) TDD
4 28 (20.74%) Microservices
5 24 (17.78%) Configuration Management
6 19 (14.07%) BDD
6 19 (14.07%) Test Automation
7 18 (13.33%) Continuous Integration
8 17 (12.59%) Collaborative Working
8 17 (12.59%) Open Source
9 15 (11.11%) Decision-Making
9 15 (11.11%) E-Commerce
10 14 (10.37%) Anomaly Detection
10 14 (10.37%) Continuous Delivery
10 14 (10.37%) Infrastructure Management
10 14 (10.37%) Machine Learning
10 14 (10.37%) Scrum
11 13 (9.63%) Deployment Automation
11 13 (9.63%) Pair Programming
11 13 (9.63%) Unit Testing
Programming Languages
1 48 (35.56%) Python
2 40 (29.63%) Java
3 24 (17.78%) Ruby
4 22 (16.30%) C#
4 22 (16.30%) SQL
5 19 (14.07%) PowerShell
6 18 (13.33%) JavaScript
7 16 (11.85%) Bash Shell
8 14 (10.37%) C++
8 14 (10.37%) TypeScript
9 11 (8.15%) Java 8
10 8 (5.93%) Go
10 8 (5.93%) Perl
11 6 (4.44%) PHP
12 4 (2.96%) Groovy
13 2 (1.48%) ES6
13 2 (1.48%) Scala
14 1 (0.74%) Shell Script
Qualifications
1 20 (14.81%) AWS Certification
2 14 (10.37%) Degree
2 14 (10.37%) PhD
2 14 (10.37%) Postgraduate
3 6 (4.44%) RHCE
3 6 (4.44%) RHCSA
4 4 (2.96%) Security Cleared
5 1 (0.74%) BPSS Clearance
5 1 (0.74%) SC Cleared
Quality Assurance & Compliance
1 14 (10.37%) QA
2 5 (3.70%) GDPR
2 5 (3.70%) PCI DSS
3 2 (1.48%) WCAG
System Software
1 73 (54.07%) Docker
2 4 (2.96%) VMware Infrastructure
3 1 (0.74%) Active Directory
Systems Management
1 51 (37.78%) Kubernetes
2 48 (35.56%) Puppet
3 43 (31.85%) Ansible
4 28 (20.74%) Prometheus
5 27 (20.00%) Rancher
6 23 (17.04%) Consul
7 11 (8.15%) Grafana
8 9 (6.67%) Packer
9 8 (5.93%) Opscode Chef
10 7 (5.19%) Docker Swarm
10 7 (5.19%) Graphite
11 6 (4.44%) Mesos
12 5 (3.70%) Kibana
13 4 (2.96%) Nagios
13 4 (2.96%) Opsview
14 3 (2.22%) Salt
15 2 (1.48%) Hadoop YARN
16 1 (0.74%) Cobbler
16 1 (0.74%) Microsoft Clustering
16 1 (0.74%) WSUS
Vendors
1 38 (28.15%) Google
2 24 (17.78%) Microsoft
3 12 (8.89%) Rackspace
4 6 (4.44%) Red Hat
4 6 (4.44%) VMware
5 5 (3.70%) Dynatrace
5 5 (3.70%) Oracle
6 2 (1.48%) AppDynamics
6 2 (1.48%) Cadence
6 2 (1.48%) Perforce
6 2 (1.48%) Splunk
7 1 (0.74%) 3PAR
7 1 (0.74%) Brocade
7 1 (0.74%) Citrix
7 1 (0.74%) Ivanti
7 1 (0.74%) Shavlik