Period
to 2 June 2020

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 2 June 2020 with a comparison to the same period in the previous 2 years.

Terraform
England > Yorkshire
6 months to
2 Jun 2020
Same period 2019 Same period 2018
Rank 60 168 229
Rank change year-on-year +108 +61 +83
Permanent jobs citing Terraform 177 141 78
As % of all permanent jobs advertised in Yorkshire 3.97% 1.89% 0.81%
As % of the Systems Management category 29.35% 13.97% 8.37%
Number of salaries quoted 196 131 58
Median annual salary £50,000 £50,000 £52,500
Median salary % change year-on-year - -4.76% -
10th Percentile £41,250 £37,500 £40,350
90th Percentile £72,500 £72,500 £78,250
England median annual salary £70,000 £70,000 £65,000
% change year-on-year - +7.69% -

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 603 1,009 932
As % of all permanent IT jobs advertised in Yorkshire 13.53% 13.52% 9.67%
Number of salaries quoted 525 666 803
Median annual salary £50,000 £45,000 £42,500
Median salary % change year-on-year +11.11% +5.88% -5.56%
10th Percentile £31,250 £28,750 £27,500
90th Percentile £72,500 £65,000 £63,500
England median annual salary £62,500 £60,000 £55,000
% change year-on-year +4.17% +9.09% +4.76%

Terraform
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Terraform in Yorkshire

Terraform
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing Terraform in Yorkshire.

Salary trend for Terraform in Yorkshire

Terraform
Salary Histogram in Yorkshire

Salary distribution for jobs citing Terraform in Yorkshire over the 6 months to 2 June 2020.

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 2 June 2020. 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 +89 133 £55,000 +10.00% 15
South Yorkshire +24 23 £50,000 -
North Yorkshire +76 18 £45,000 -18.18%
Terraform
England

For the 6 months to 2 June 2020, 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.

1 131 (74.01%) AWS
2 127 (71.75%) DevOps
3 95 (53.67%) Puppet
4 89 (50.28%) Agile Software Development
5 87 (49.15%) Python
6 85 (48.02%) Docker
7 79 (44.63%) Kubernetes
8 70 (39.55%) Ansible
9 68 (38.42%) Java
10 66 (37.29%) Linux
11 65 (36.72%) Jenkins
12 64 (36.16%) Opscode Chef
13 43 (24.29%) Configuration Management
14 42 (23.73%) Bash Shell
15 39 (22.03%) JavaScript
16 38 (21.47%) Azure
17 36 (20.34%) AWS Lambda
17 36 (20.34%) Serverless
18 35 (19.77%) React
19 33 (18.64%) PowerShell
19 33 (18.64%) Software Engineering
20 32 (18.08%) Test Automation
21 31 (17.51%) Node.js
21 31 (17.51%) AWS CloudFormation
21 31 (17.51%) Infrastructure as Code
22 30 (16.95%) Finance
23 29 (16.38%) Scrum
24 28 (15.82%) Migration
25 27 (15.25%) Go
26 26 (14.69%) AngularJS

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 6 (3.39%) Apache
2 3 (1.69%) Confluence
3 2 (1.13%) Apache Spark
4 1 (0.56%) Elasticsearch
Cloud Services
1 131 (74.01%) AWS
2 38 (21.47%) Azure
3 36 (20.34%) AWS Lambda
3 36 (20.34%) Serverless
4 31 (17.51%) AWS CloudFormation
5 21 (11.86%) GCP
6 18 (10.17%) IaaS
7 10 (5.65%) Amazon S3
8 9 (5.08%) GitHub
9 8 (4.52%) AWS Elastic Beanstalk
9 8 (4.52%) Azure ExpressRoute
9 8 (4.52%) PaaS
9 8 (4.52%) Slack
10 7 (3.95%) Amazon EC2
11 6 (3.39%) Amazon ECS
11 6 (3.39%) Virtual Private Cloud
12 5 (2.82%) AWS CodePipeline
12 5 (2.82%) Trello
13 3 (1.69%) Amazon SQS
13 3 (1.69%) CloudFront
Communications & Networking
1 18 (10.17%) Firewall
2 16 (9.04%) VPN
3 15 (8.47%) WAN
4 12 (6.78%) DNS
5 11 (6.21%) BGP
5 11 (6.21%) OSPF
6 10 (5.65%) SAN
7 8 (4.52%) Cisco ASA
7 8 (4.52%) Cisco IOS
7 8 (4.52%) Cisco ISE
7 8 (4.52%) DHCP
7 8 (4.52%) F5 BIG-IP LTM
7 8 (4.52%) Junos
7 8 (4.52%) NetScaler
7 8 (4.52%) NX-OS
7 8 (4.52%) VPLS
7 8 (4.52%) WLAN
8 7 (3.95%) Fibre Channel
9 6 (3.39%) BIG-IP
10 4 (2.26%) TCP/IP
Database & Business Intelligence
1 19 (10.73%) MySQL
2 6 (3.39%) Amazon DynamoDB
2 6 (3.39%) NoSQL
3 5 (2.82%) Big Data
3 5 (2.82%) SQL Server
4 4 (2.26%) Apache Hive
4 4 (2.26%) Hadoop
5 3 (1.69%) PostgreSQL
6 2 (1.13%) Amazon RDS
6 2 (1.13%) HBase
6 2 (1.13%) Relational Database
6 2 (1.13%) Sqoop
7 1 (0.56%) MarkLogic
7 1 (0.56%) MongoDB
7 1 (0.56%) Redis
7 1 (0.56%) SQL Server 2014
Development Applications
1 65 (36.72%) Jenkins
2 20 (11.30%) Git (software)
3 9 (5.08%) JIRA
4 8 (4.52%) Maven
4 8 (4.52%) Selenium
5 6 (3.39%) Sonatype Nexus
6 5 (2.82%) Mocha
7 3 (1.69%) Postman
8 2 (1.13%) Bitbucket
8 2 (1.13%) Cucumber
8 2 (1.13%) GitLab
8 2 (1.13%) Visual Studio Team System
8 2 (1.13%) WebDriver
9 1 (0.56%) Gradle
9 1 (0.56%) JUnit
9 1 (0.56%) Octopus Deploy
9 1 (0.56%) Snyk
9 1 (0.56%) SonarQube
9 1 (0.56%) Team Foundation Server
9 1 (0.56%) Travis CI
General
1 30 (16.95%) Finance
2 3 (1.69%) Banking
2 3 (1.69%) Financial Institution
2 3 (1.69%) Games
3 1 (0.56%) Back Office
3 1 (0.56%) Publishing
Job Titles
1 52 (29.38%) DevOps Engineer
2 43 (24.29%) AWS Engineer
3 33 (18.64%) Developer
4 23 (12.99%) Platform Engineer
5 21 (11.86%) AWS DevOps
5 21 (11.86%) AWS DevOps Engineer
6 18 (10.17%) Software Engineer
7 13 (7.34%) Java Developer
8 11 (6.21%) Infrastructure Specialist
8 11 (6.21%) Java Engineer
9 9 (5.08%) Java Software Engineer
9 9 (5.08%) JavaScript Developer
9 9 (5.08%) Lead DevOps
9 9 (5.08%) Lead DevOps Engineer
10 8 (4.52%) Cloud Engineer
10 8 (4.52%) Senior Java Engineer
11 7 (3.95%) Infrastructure Engineer
12 6 (3.39%) Senior Java Software Engineer
12 6 (3.39%) Senior Software Engineer
12 6 (3.39%) Server Engineer
Libraries, Frameworks & Software Standards
1 35 (19.77%) React
2 31 (17.51%) Node.js
3 26 (14.69%) AngularJS
3 26 (14.69%) Web Services
4 24 (13.56%) Spring
4 24 (13.56%) Spring Boot
5 11 (6.21%) Micronaut
6 8 (4.52%) Hibernate
6 8 (4.52%) RabbitMQ
7 7 (3.95%) CSS
8 6 (3.39%) Dropwizard
8 6 (3.39%) LAMP
9 5 (2.82%) Kafka
10 4 (2.26%) Gherkin
10 4 (2.26%) JSON
10 4 (2.26%) Velocity
11 3 (1.69%) .NET
11 3 (1.69%) Chai
12 2 (1.13%) Behat
12 2 (1.13%) Elastic Stack
Miscellaneous
1 11 (6.21%) Greenfield Project
2 7 (3.95%) Cloud Native
2 7 (3.95%) Data Centre
2 7 (3.95%) Enterprise Storage
3 5 (2.82%) Self-Motivation
4 4 (2.26%) Public Cloud
5 3 (1.69%) Enterprise Software
5 3 (1.69%) Mobile App
5 3 (1.69%) Over-the-Top Content
6 2 (1.13%) PKI
7 1 (0.56%) Algorithms
7 1 (0.56%) Clustering
7 1 (0.56%) Data Structures
7 1 (0.56%) Distributed Denial-of-Service
7 1 (0.56%) Enterprise Cloud
Operating Systems
1 66 (37.29%) Linux
2 12 (6.78%) Red Hat Enterprise Linux
2 12 (6.78%) Windows
3 8 (4.52%) CentOS
4 3 (1.69%) Windows Server
5 2 (1.13%) Unix
6 1 (0.56%) Windows 7
6 1 (0.56%) Windows Server 2012
Processes & Methodologies
1 127 (71.75%) DevOps
2 89 (50.28%) Agile Software Development
3 43 (24.29%) Configuration Management
4 33 (18.64%) Software Engineering
5 32 (18.08%) Test Automation
6 31 (17.51%) Infrastructure as Code
7 29 (16.38%) Scrum
8 28 (15.82%) Migration
9 25 (14.12%) Microservices
10 22 (12.43%) Infrastructure Automation
11 20 (11.30%) Deployment Automation
11 20 (11.30%) TDD
12 19 (10.73%) Continuous Integration
13 17 (9.60%) Infrastructure Engineering
14 16 (9.04%) Patch Management
14 16 (9.04%) Software Delivery
15 14 (7.91%) Site Reliability Engineering
15 14 (7.91%) Technical Debt
16 9 (5.08%) Project Management
17 8 (4.52%) BDD
Programming Languages
1 87 (49.15%) Python
2 68 (38.42%) Java
3 42 (23.73%) Bash Shell
4 39 (22.03%) JavaScript
5 33 (18.64%) PowerShell
6 27 (15.25%) Go
7 24 (13.56%) Ruby
8 22 (12.43%) Kotlin
9 16 (9.04%) PHP
9 16 (9.04%) SQL
10 15 (8.47%) Java 8
11 9 (5.08%) TypeScript
12 8 (4.52%) C#
13 6 (3.39%) Perl
14 4 (2.26%) Shell Script
15 2 (1.13%) Scala
16 1 (0.56%) C
16 1 (0.56%) C++
16 1 (0.56%) Groovy
16 1 (0.56%) R
Qualifications
1 7 (3.95%) AWS Certification
2 4 (2.26%) Security Cleared
3 3 (1.69%) SC Cleared
4 2 (1.13%) Degree
4 2 (1.13%) DV Cleared
4 2 (1.13%) RHCE
5 1 (0.56%) CISA
5 1 (0.56%) CISM
5 1 (0.56%) CISSP
5 1 (0.56%) Computer Science Degree
5 1 (0.56%) CRISC
Quality Assurance & Compliance
1 4 (2.26%) QA
2 1 (0.56%) ISO/IEC 27001
2 1 (0.56%) PCI DSS
System Software
1 85 (48.02%) Docker
2 20 (11.30%) VMware Infrastructure
3 8 (4.52%) XenApp
3 8 (4.52%) XenDesktop
4 2 (1.13%) HDFS
4 2 (1.13%) vSphere
5 1 (0.56%) Virtual Machines
Systems Management
1 95 (53.67%) Puppet
2 79 (44.63%) Kubernetes
3 70 (39.55%) Ansible
4 64 (36.16%) Opscode Chef
5 7 (3.95%) WSUS
6 5 (2.82%) Prometheus
7 4 (2.26%) Rancher
8 2 (1.13%) Graphite
8 2 (1.13%) Hadoop YARN
8 2 (1.13%) Istio
8 2 (1.13%) linkerd
8 2 (1.13%) Nagios
8 2 (1.13%) Opsview
8 2 (1.13%) Packer
8 2 (1.13%) Pingdom
9 1 (0.56%) Mesos
9 1 (0.56%) Salt
Vendors
1 24 (13.56%) Google
2 22 (12.43%) VMware
3 15 (8.47%) Cisco
3 15 (8.47%) Juniper
4 14 (7.91%) CheckPoint
5 11 (6.21%) Microsoft
6 10 (5.65%) F5
7 9 (5.08%) Citrix
7 9 (5.08%) Rackspace
8 8 (4.52%) Barracuda Networks
8 8 (4.52%) Blue Coat
8 8 (4.52%) Imperva
8 8 (4.52%) Infoblox
8 8 (4.52%) SolarWinds
8 8 (4.52%) Zscaler
9 7 (3.95%) Aruba
9 7 (3.95%) Atlassian
9 7 (3.95%) Fortinet
9 7 (3.95%) NETGEAR
10 5 (2.82%) Apple