Period
to 22 June 2018

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 22 June 2018 with a comparison to the same period in the previous 2 years.

Terraform
England > Yorkshire
6 months to
22 Jun 2018
Same period 2017 Same period 2016
Rank 206 315 355
Rank change year-on-year +109 +40 -
Permanent jobs citing Terraform 110 19 3
As % of all permanent IT jobs advertised in Yorkshire 1.14% 0.18% 0.025%
As % of the Systems Management category 11.25% 2.24% 0.26%
Number of salaries quoted 86 7 1
Yorkshire median annual salary £52,500 £52,500 £45,000
Median salary % change year-on-year - +16.67% -
10th Percentile £36,875 £42,750 £42,499
90th Percentile £76,250 £59,750 £47,500
England median annual salary £65,000 £65,000 £65,000

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 978 850 1,169
As % of all permanent IT jobs advertised in Yorkshire 10.10% 7.95% 9.65%
Number of salaries quoted 838 713 899
Yorkshire median annual salary £45,000 £45,000 £42,000
Median salary % change year-on-year - +7.14% +12.00%
10th Percentile £27,500 £25,100 £26,250
90th Percentile £65,000 £68,200 £56,400
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

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 22 June 2018.

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 22 June 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
West Yorkshire +79 77 £57,500 +9.52% 13
North Yorkshire +33 23 £50,000 - 6
South Yorkshire +15 7 £55,000 +37.50% 2
Terraform
England

For the 6 months to 22 June 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 Yorkshire region with a requirement for Terraform.

1 80 (72.73%) Amazon AWS
2 71 (64.55%) Puppet
2 71 (64.55%) DevOps
3 64 (58.18%) Linux
4 58 (52.73%) Ansible
5 56 (50.91%) Opscode Chef
6 54 (49.09%) Jenkins
7 52 (47.27%) Agile Software Development
8 51 (46.36%) Docker
9 47 (42.73%) Python
10 42 (38.18%) Ruby
11 39 (35.45%) Configuration Management
12 31 (28.18%) Continuous Integration
13 30 (27.27%) Microsoft Azure
14 29 (26.36%) Kubernetes
15 27 (24.55%) Java
16 25 (22.73%) Packer
17 23 (20.91%) Unix
17 23 (20.91%) PowerShell
18 22 (20.00%) Web Services
18 22 (20.00%) Problem-Solving
19 21 (19.09%) Node.js
19 21 (19.09%) Vagrant
20 19 (17.27%) SQL
20 19 (17.27%) HTML
21 17 (15.45%) Analytical Skills
21 17 (15.45%) Bash Shell
21 17 (15.45%) HTML5
22 16 (14.55%) Git (software)
23 15 (13.64%) Microservices

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 12 (10.91%) OpenStack
2 11 (10.00%) CloudStack
3 3 (2.73%) Confluence
3 3 (2.73%) SharePoint
4 2 (1.82%) Apache
4 2 (1.82%) BizTalk Server
4 2 (1.82%) IIS
4 2 (1.82%) nginx
4 2 (1.82%) Tomcat
5 1 (0.91%) Apache Spark
5 1 (0.91%) JBoss
5 1 (0.91%) WebLogic
5 1 (0.91%) WebSphere
Business Applications
1 1 (0.91%) Oracle EBS
Cloud Services
1 80 (72.73%) Amazon AWS
2 30 (27.27%) Microsoft Azure
3 10 (9.09%) Google Cloud Platform
4 7 (6.36%) Amazon EC2
4 7 (6.36%) AWS CloudFormation
5 5 (4.55%) GitHub
6 4 (3.64%) AWS Elastic Beanstalk
6 4 (3.64%) SaaS
7 2 (1.82%) AWS Lambda
7 2 (1.82%) Cloud Computing
7 2 (1.82%) IaaS
7 2 (1.82%) Loggly
7 2 (1.82%) PaaS
7 2 (1.82%) Serverless
7 2 (1.82%) Sumo Logic
8 1 (0.91%) Amazon S3
Communications & Networking
1 10 (9.09%) Firewall
1 10 (9.09%) VPN
2 9 (8.18%) Fibre Channel
2 9 (8.18%) SAN
3 6 (5.45%) DNS
4 4 (3.64%) BGP
4 4 (3.64%) Cisco ASA
4 4 (3.64%) Cisco IOS
4 4 (3.64%) Cisco ISE
4 4 (3.64%) Cisco Nexus
4 4 (3.64%) DHCP
4 4 (3.64%) F5 BIG-IP GTM
4 4 (3.64%) F5 BIG-IP LTM
4 4 (3.64%) MPLS
4 4 (3.64%) NetScaler
4 4 (3.64%) Network Security
4 4 (3.64%) OSPF
4 4 (3.64%) VPLS
4 4 (3.64%) WAN
4 4 (3.64%) WLAN
Database & Business Intelligence
1 10 (9.09%) Relational Database
2 8 (7.27%) MySQL
3 5 (4.55%) Redis
4 3 (2.73%) NoSQL
4 3 (2.73%) SQL Server
5 2 (1.82%) Apache Cassandra
5 2 (1.82%) MongoDB
5 2 (1.82%) PostgreSQL
6 1 (0.91%) Amazon DynamoDB
6 1 (0.91%) Amazon RDS
6 1 (0.91%) Big Data
6 1 (0.91%) Data Warehouse
6 1 (0.91%) Hadoop
6 1 (0.91%) Oracle Database
6 1 (0.91%) SQL Server Integration Services
6 1 (0.91%) SSDT
Development Applications
1 54 (49.09%) Jenkins
2 21 (19.09%) Vagrant
3 16 (14.55%) Git (software)
4 13 (11.82%) TeamCity
5 12 (10.91%) Atlassian Bamboo
6 9 (8.18%) NUnit
7 7 (6.36%) JIRA
8 6 (5.45%) Bitbucket
9 5 (4.55%) Hudson
9 5 (4.55%) Sonatype Nexus
10 4 (3.64%) Visual Studio
11 2 (1.82%) CA Release Automation
11 2 (1.82%) GitLab
11 2 (1.82%) SonarQube
12 1 (0.91%) Maven
12 1 (0.91%) Octopus Deploy
12 1 (0.91%) Selenium
General
1 10 (9.09%) Finance
2 6 (5.45%) Marketing
3 2 (1.82%) Retail
4 1 (0.91%) Banking
4 1 (0.91%) Financial Institution
4 1 (0.91%) Games
Job Titles
1 55 (50.00%) DevOps Engineer
2 29 (26.36%) AWS Engineer
3 26 (23.64%) AWS DevOps
3 26 (23.64%) AWS DevOps Engineer
4 21 (19.09%) Developer
5 19 (17.27%) Platform Engineer
6 13 (11.82%) Linux DevOps Engineer
6 13 (11.82%) Linux Engineer
6 13 (11.82%) Linux/Unix DevOps
7 8 (7.27%) .NET Developer
7 8 (7.27%) Cloud Engineer
8 7 (6.36%) Infrastructure Specialist
9 6 (5.45%) Consultant
9 6 (5.45%) Java Developer
9 6 (5.45%) Software Developer
9 6 (5.45%) Software Engineer
10 5 (4.55%) Infrastructure Engineer
11 4 (3.64%) PHP Developer
11 4 (3.64%) Security Specialist
11 4 (3.64%) Senior Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 22 (20.00%) Web Services
2 21 (19.09%) Node.js
3 19 (17.27%) HTML
4 17 (15.45%) HTML5
5 14 (12.73%) .NET
6 13 (11.82%) CSS
7 12 (10.91%) ASP.NET
8 11 (10.00%) .NET Framework
9 8 (7.27%) RESTful
10 7 (6.36%) Elastic Stack
10 7 (6.36%) React
11 6 (5.45%) Spring
11 6 (5.45%) Spring Boot
12 5 (4.55%) Dropwizard
12 5 (4.55%) RabbitMQ
13 4 (3.64%) LDAP
14 3 (2.73%) AngularJS
15 2 (1.82%) ASP.NET MVC
15 2 (1.82%) jQuery
15 2 (1.82%) Twitter Bootstrap
Miscellaneous
1 17 (15.45%) Analytical Skills
2 9 (8.18%) Data Centre
2 9 (8.18%) Enterprise Storage
3 6 (5.45%) Linux Command Line
4 4 (3.64%) Distributed Denial-of-Service
5 3 (2.73%) Public Cloud
5 3 (2.73%) Self-Motivation
6 2 (1.82%) Enterprise Software
6 2 (1.82%) User Experience
7 1 (0.91%) Cloud Native
7 1 (0.91%) Cybercrime
7 1 (0.91%) Driving Licence
7 1 (0.91%) Enterprise Cloud
7 1 (0.91%) Fintech
7 1 (0.91%) Hedge funds
7 1 (0.91%) Hybrid Cloud
7 1 (0.91%) Video\Live Streaming
Operating Systems
1 64 (58.18%) Linux
2 23 (20.91%) Unix
3 14 (12.73%) Windows
4 4 (3.64%) Windows Server
5 3 (2.73%) CentOS
5 3 (2.73%) Debian
5 3 (2.73%) Red Hat Enterprise Linux
6 1 (0.91%) Android
Processes & Methodologies
1 71 (64.55%) DevOps
2 52 (47.27%) Agile Software Development
3 39 (35.45%) Configuration Management
4 31 (28.18%) Continuous Integration
5 22 (20.00%) Problem-Solving
6 15 (13.64%) Microservices
7 12 (10.91%) Continuous Deployment
7 12 (10.91%) Presales
8 11 (10.00%) Test Automation
9 10 (9.09%) SOLID
9 10 (9.09%) TDD
9 10 (9.09%) Unit Testing
10 9 (8.18%) Patch Management
11 8 (7.27%) Break/Fix
12 7 (6.36%) High Availability
12 7 (6.36%) Mentoring
12 7 (6.36%) Performance Tuning
12 7 (6.36%) Software Engineering
13 6 (5.45%) Rapid Prototyping
13 6 (5.45%) Stakeholder Engagement
Programming Languages
1 47 (42.73%) Python
2 42 (38.18%) Ruby
3 27 (24.55%) Java
4 23 (20.91%) PowerShell
5 19 (17.27%) SQL
6 17 (15.45%) Bash Shell
7 15 (13.64%) JavaScript
8 12 (10.91%) C#
9 11 (10.00%) PHP
10 10 (9.09%) Go
11 9 (8.18%) C++
12 3 (2.73%) Kotlin
12 3 (2.73%) PHP 7
12 3 (2.73%) T-SQL
13 2 (1.82%) Java 8
13 2 (1.82%) PL/SQL
13 2 (1.82%) Scala
14 1 (0.91%) Shell Script
14 1 (0.91%) TypeScript
Qualifications
1 4 (3.64%) CCIE
1 4 (3.64%) CCNP
1 4 (3.64%) Cisco Certification
2 3 (2.73%) AWS Certification
3 2 (1.82%) CCIE Security
3 2 (1.82%) Degree
4 1 (0.91%) Security Cleared
Quality Assurance & Compliance
1 4 (3.64%) GCP
1 4 (3.64%) SLA
System Software
1 51 (46.36%) Docker
2 11 (10.00%) VMware Infrastructure
2 11 (10.00%) vSphere
3 6 (5.45%) Active Directory
4 4 (3.64%) XenApp
4 4 (3.64%) XenDesktop
5 2 (1.82%) KVM
5 2 (1.82%) Varnish
5 2 (1.82%) Xen
Systems Management
1 71 (64.55%) Puppet
2 58 (52.73%) Ansible
3 56 (50.91%) Opscode Chef
4 29 (26.36%) Kubernetes
5 25 (22.73%) Packer
6 15 (13.64%) Salt
7 13 (11.82%) Cobbler
8 10 (9.09%) Rancher
9 9 (8.18%) WSUS
10 6 (5.45%) Nagios
10 6 (5.45%) ZABBIX
11 5 (4.55%) Docker Swarm
11 5 (4.55%) Grafana
12 4 (3.64%) Consul
12 4 (3.64%) Graphite
12 4 (3.64%) Opsview
13 3 (2.73%) Prometheus
14 2 (1.82%) Tivoli
15 1 (0.91%) linkerd
Vendors
1 15 (13.64%) VMware
2 14 (12.73%) Google
3 12 (10.91%) SaltStack
4 9 (8.18%) Ivanti
4 9 (8.18%) Shavlik
5 8 (7.27%) 3PAR
5 8 (7.27%) Brocade
6 6 (5.45%) New Relic
7 4 (3.64%) Blue Coat
7 4 (3.64%) CheckPoint
7 4 (3.64%) Cisco
7 4 (3.64%) Citrix
7 4 (3.64%) F5
7 4 (3.64%) Imperva
7 4 (3.64%) Infoblox
7 4 (3.64%) Juniper
7 4 (3.64%) Oracle
7 4 (3.64%) Xamarin
7 4 (3.64%) Zscaler
8 3 (2.73%) Microsoft