Period
to 14 August 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 14 August 2018 with a comparison to the same period in the previous 2 years.

Terraform
England > Yorkshire
6 months to
14 Aug 2018
Same period 2017 Same period 2016
Rank 157 311 343
Rank change year-on-year +154 +32 -
Permanent jobs citing Terraform 158 27 5
As % of all permanent IT jobs advertised in Yorkshire 1.72% 0.26% 0.043%
As % of the Systems Management category 15.80% 2.94% 0.47%
Number of salaries quoted 131 19 3
Yorkshire median annual salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00% -
10th Percentile £41,250 £38,750 £42,999
90th Percentile £75,000 £61,250 £55,000
England 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 Yorkshire with a requirement for systems management skills.

All Systems Management Skills
Yorkshire
Permanent vacancies with a requirement for systems management skills 1,000 919 1,070
As % of all permanent IT jobs advertised in Yorkshire 10.86% 8.85% 9.16%
Number of salaries quoted 851 775 827
Yorkshire median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% +3.90%
10th Percentile £27,500 £24,000 £26,250
90th Percentile £65,000 £65,000 £55,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +4.17%

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 14 August 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 14 August 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 +101 94 £55,000 +4.76% 13
North Yorkshire +45 47 £50,000 -23.08% 6
South Yorkshire +14 11 £55,000 +29.41% 4
Terraform
England

For the 6 months to 14 August 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.

1 104 (65.82%) Amazon AWS
2 90 (56.96%) DevOps
3 82 (51.90%) Puppet
4 79 (50.00%) Agile Software Development
5 74 (46.84%) Linux
5 74 (46.84%) Jenkins
6 64 (40.51%) Docker
7 60 (37.97%) Microsoft Azure
8 55 (34.81%) Python
9 52 (32.91%) Ansible
10 49 (31.01%) PowerShell
11 47 (29.75%) Opscode Chef
12 39 (24.68%) Java
13 37 (23.42%) Kubernetes
14 36 (22.78%) Ruby
15 34 (21.52%) Bash Shell
16 33 (20.89%) Git (software)
17 32 (20.25%) SQL
17 32 (20.25%) Configuration Management
18 28 (17.72%) Windows
19 27 (17.09%) Problem-Solving
20 25 (15.82%) Microsoft
21 24 (15.19%) HTML
21 24 (15.19%) VMware
21 24 (15.19%) Analytical Skills
22 22 (13.92%) Google
22 22 (13.92%) Unix
22 22 (13.92%) HTML5
23 21 (13.29%) Continuous Integration
23 21 (13.29%) .NET

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 11 (6.96%) OpenStack
2 10 (6.33%) CloudStack
3 5 (3.16%) WebLogic
4 3 (1.90%) Confluence
4 3 (1.90%) IIS
4 3 (1.90%) JBoss
4 3 (1.90%) SharePoint
4 3 (1.90%) Tomcat
4 3 (1.90%) WebSphere
5 2 (1.27%) Apache
5 2 (1.27%) BizTalk Server
5 2 (1.27%) nginx
6 1 (0.63%) Apache Spark
6 1 (0.63%) MS Exchange
Business Applications
1 1 (0.63%) Oracle EBS
Cloud Services
1 104 (65.82%) Amazon AWS
2 60 (37.97%) Microsoft Azure
3 17 (10.76%) SaaS
4 14 (8.86%) AWS CloudFormation
4 14 (8.86%) IaaS
4 14 (8.86%) PaaS
5 10 (6.33%) Google Cloud Platform
6 7 (4.43%) Amazon EC2
6 7 (4.43%) Cloud Computing
7 5 (3.16%) AWS Lambda
7 5 (3.16%) GitHub
7 5 (3.16%) Serverless
8 4 (2.53%) AWS Elastic Beanstalk
9 3 (1.90%) AWS Fargate
10 2 (1.27%) Amazon S3
10 2 (1.27%) Loggly
10 2 (1.27%) Sumo Logic
Communications & Networking
1 16 (10.13%) Fibre Channel
1 16 (10.13%) SAN
2 9 (5.70%) Firewall
3 7 (4.43%) DNS
3 7 (4.43%) VPN
4 6 (3.80%) Cisco Nexus
5 5 (3.16%) BGP
5 5 (3.16%) Cisco ASA
5 5 (3.16%) Cisco IOS
5 5 (3.16%) Cisco ISE
5 5 (3.16%) DHCP
5 5 (3.16%) F5 BIG-IP GTM
5 5 (3.16%) F5 BIG-IP LTM
5 5 (3.16%) MPLS
5 5 (3.16%) NetScaler
5 5 (3.16%) Network Security
5 5 (3.16%) OSPF
5 5 (3.16%) VPLS
5 5 (3.16%) WAN
5 5 (3.16%) WLAN
Database & Business Intelligence
1 14 (8.86%) MySQL
2 13 (8.23%) Relational Database
3 10 (6.33%) Redis
4 6 (3.80%) SQL Server
5 5 (3.16%) NoSQL
6 3 (1.90%) Oracle Database
7 2 (1.27%) Apache Cassandra
7 2 (1.27%) MongoDB
7 2 (1.27%) PostgreSQL
8 1 (0.63%) Amazon DynamoDB
8 1 (0.63%) Amazon RDS
8 1 (0.63%) Big Data
8 1 (0.63%) Data Warehouse
8 1 (0.63%) DB2
8 1 (0.63%) Hadoop
8 1 (0.63%) SQL Server 2012
8 1 (0.63%) SQL Server 2014
8 1 (0.63%) SQL Server 2016
8 1 (0.63%) SQL Server Integration Services
8 1 (0.63%) SSDT
Development Applications
1 74 (46.84%) Jenkins
2 33 (20.89%) Git (software)
3 18 (11.39%) GitLab
3 18 (11.39%) Vagrant
4 13 (8.23%) TeamCity
5 12 (7.59%) Atlassian Bamboo
6 10 (6.33%) NUnit
7 9 (5.70%) Bitbucket
8 8 (5.06%) Maven
9 7 (4.43%) JIRA
10 6 (3.80%) Sonatype Nexus
10 6 (3.80%) Subversion
11 5 (3.16%) SonarQube
12 4 (2.53%) Visual Studio
13 2 (1.27%) Artifactory
13 2 (1.27%) CA Release Automation
14 1 (0.63%) Hudson
14 1 (0.63%) Octopus Deploy
14 1 (0.63%) Selenium
General
1 19 (12.03%) Finance
2 8 (5.06%) Retail
3 5 (3.16%) Marketing
4 3 (1.90%) Financial Institution
5 1 (0.63%) Banking
5 1 (0.63%) Games
5 1 (0.63%) Telecoms
Job Titles
1 58 (36.71%) DevOps Engineer
2 37 (23.42%) Developer
3 26 (16.46%) AWS Engineer
3 26 (16.46%) Platform Engineer
4 23 (14.56%) AWS DevOps
4 23 (14.56%) AWS DevOps Engineer
5 15 (9.49%) Azure Engineer
5 15 (9.49%) Java Developer
6 13 (8.23%) .NET Developer
7 12 (7.59%) Infrastructure Engineer
8 11 (6.96%) Senior DevOps
8 11 (6.96%) Senior DevOps Engineer
9 10 (6.33%) Cloud Engineer
9 10 (6.33%) Infrastructure Specialist
10 9 (5.70%) Architect
10 9 (5.70%) Senior Developer
11 7 (4.43%) Lead Developer
11 7 (4.43%) Linux Engineer
11 7 (4.43%) Senior .NET Developer
11 7 (4.43%) Senior Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 24 (15.19%) HTML
2 22 (13.92%) HTML5
3 21 (13.29%) .NET
4 19 (12.03%) ASP.NET
4 19 (12.03%) CSS
5 18 (11.39%) .NET Framework
5 18 (11.39%) Web Services
6 15 (9.49%) Node.js
6 15 (9.49%) Spring
6 15 (9.49%) Spring Boot
7 14 (8.86%) Dropwizard
8 9 (5.70%) RESTful
9 7 (4.43%) Elastic Stack
10 6 (3.80%) React
11 5 (3.16%) RabbitMQ
12 4 (2.53%) LDAP
13 3 (1.90%) AngularJS
14 2 (1.27%) ASP.NET MVC
14 2 (1.27%) jQuery
14 2 (1.27%) Twitter Bootstrap
Miscellaneous
1 24 (15.19%) Analytical Skills
2 18 (11.39%) Data Centre
3 16 (10.13%) Enterprise Storage
4 9 (5.70%) Linux Command Line
5 5 (3.16%) Enterprise Software
6 4 (2.53%) Public Cloud
6 4 (2.53%) Self-Motivation
7 2 (1.27%) Cloud Native
7 2 (1.27%) Hybrid Cloud
7 2 (1.27%) User Experience
8 1 (0.63%) Clustering
8 1 (0.63%) Cybercrime
8 1 (0.63%) Distributed Denial-of-Service
8 1 (0.63%) EMC VNX
8 1 (0.63%) Enterprise Cloud
8 1 (0.63%) Fintech
8 1 (0.63%) Greenfield Project
8 1 (0.63%) Hedge funds
8 1 (0.63%) Video\Live Streaming
Operating Systems
1 74 (46.84%) Linux
2 28 (17.72%) Windows
3 22 (13.92%) Unix
4 8 (5.06%) Windows Server
5 6 (3.80%) CentOS
5 6 (3.80%) Debian
6 3 (1.90%) Red Hat Enterprise Linux
6 3 (1.90%) Ubuntu
7 1 (0.63%) Android
7 1 (0.63%) DC/OS
7 1 (0.63%) Windows Server 2012
Processes & Methodologies
1 90 (56.96%) DevOps
2 79 (50.00%) Agile Software Development
3 32 (20.25%) Configuration Management
4 27 (17.09%) Problem-Solving
5 21 (13.29%) Continuous Integration
5 21 (13.29%) Microservices
6 17 (10.76%) TDD
7 16 (10.13%) Patch Management
7 16 (10.13%) Unit Testing
8 14 (8.86%) Infrastructure Engineering
8 14 (8.86%) SOLID
9 13 (8.23%) Performance Tuning
9 13 (8.23%) Presales
10 12 (7.59%) Break/Fix
11 10 (6.33%) Deployment Automation
12 9 (5.70%) Test Automation
13 8 (5.06%) Project Management
14 7 (4.43%) Mentoring
14 7 (4.43%) OO
14 7 (4.43%) Software Engineering
Programming Languages
1 55 (34.81%) Python
2 49 (31.01%) PowerShell
3 39 (24.68%) Java
4 36 (22.78%) Ruby
5 34 (21.52%) Bash Shell
6 32 (20.25%) SQL
7 21 (13.29%) JavaScript
8 14 (8.86%) C#
9 12 (7.59%) PHP
10 11 (6.96%) Go
11 9 (5.70%) C++
12 3 (1.90%) Kotlin
12 3 (1.90%) PHP 7
12 3 (1.90%) T-SQL
13 2 (1.27%) Java 8
13 2 (1.27%) PL/SQL
13 2 (1.27%) Scala
14 1 (0.63%) Shell Script
Qualifications
1 5 (3.16%) AWS Certification
1 5 (3.16%) CCIE
1 5 (3.16%) CCNP
1 5 (3.16%) Cisco Certification
2 4 (2.53%) Degree
3 3 (1.90%) CCIE Security
4 2 (1.27%) Security Cleared
Quality Assurance & Compliance
1 5 (3.16%) SLA
2 2 (1.27%) GCP
2 2 (1.27%) ISO/IEC 27001
2 2 (1.27%) PCI DSS
System Software
1 64 (40.51%) Docker
2 17 (10.76%) VMware Infrastructure
3 11 (6.96%) vSphere
4 7 (4.43%) Active Directory
5 5 (3.16%) XenApp
5 5 (3.16%) XenDesktop
6 2 (1.27%) KVM
6 2 (1.27%) Varnish
6 2 (1.27%) Xen
7 1 (0.63%) vCloud
7 1 (0.63%) Virtual Machines
Systems Management
1 82 (51.90%) Puppet
2 52 (32.91%) Ansible
3 47 (29.75%) Opscode Chef
4 37 (23.42%) Kubernetes
5 16 (10.13%) WSUS
6 14 (8.86%) Rancher
7 12 (7.59%) Cobbler
7 12 (7.59%) Packer
8 8 (5.06%) Prometheus
9 6 (3.80%) Salt
10 4 (2.53%) Docker Swarm
10 4 (2.53%) Nagios
11 3 (1.90%) ZABBIX
12 2 (1.27%) Grafana
12 2 (1.27%) Tivoli
13 1 (0.63%) Consul
13 1 (0.63%) Graphite
13 1 (0.63%) linkerd
13 1 (0.63%) Microsoft Clustering
13 1 (0.63%) Opsview
Vendors
1 25 (15.82%) Microsoft
2 24 (15.19%) VMware
3 22 (13.92%) Google
4 16 (10.13%) Ivanti
4 16 (10.13%) Shavlik
5 12 (7.59%) 3PAR
5 12 (7.59%) Brocade
6 8 (5.06%) Cisco
7 7 (4.43%) Oracle
8 6 (3.80%) Citrix
8 6 (3.80%) New Relic
8 6 (3.80%) SaltStack
9 5 (3.16%) Blue Coat
9 5 (3.16%) CheckPoint
9 5 (3.16%) F5
9 5 (3.16%) Imperva
9 5 (3.16%) Infoblox
9 5 (3.16%) Juniper
9 5 (3.16%) Zscaler
10 4 (2.53%) Xamarin