Period
to 19 October 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 19 October 2018 with a comparison to the same period in the previous 2 years.

Terraform
England > Yorkshire
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 140 284 336
Rank change year-on-year +144 +52 -
Permanent jobs citing Terraform 168 31 9
As % of all permanent IT jobs advertised in Yorkshire 2.00% 0.33% 0.080%
As % of the Systems Management category 17.11% 3.37% 0.99%
Number of salaries quoted 143 28 7
Yorkshire median annual salary £52,500 £52,500 £52,500
10th Percentile £41,250 £40,000 £44,000
90th Percentile £75,000 £64,625 £66,000
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 982 919 908
As % of all permanent IT jobs advertised in Yorkshire 11.71% 9.65% 8.08%
Number of salaries quoted 814 791 720
Yorkshire median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -
10th Percentile £28,750 £24,500 £26,750
90th Percentile £65,000 £62,500 £56,250
England median annual salary £55,000 £53,000 £50,000
% change year-on-year +3.77% +6.00% -

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 19 October 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 19 October 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 +113 102 £55,000 +4.76% 18
North Yorkshire +41 48 £50,000 -23.08% 6
South Yorkshire +6 11 £55,000 +22.22% 6
Terraform
England

For the 6 months to 19 October 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.

1 103 (61.31%) Amazon AWS
2 90 (53.57%) Agile Software Development
3 88 (52.38%) DevOps
4 81 (48.21%) Puppet
5 80 (47.62%) Jenkins
6 75 (44.64%) Linux
7 66 (39.29%) Microsoft Azure
8 58 (34.52%) Docker
9 56 (33.33%) Ansible
10 53 (31.55%) Python
11 49 (29.17%) PowerShell
12 43 (25.60%) Java
13 40 (23.81%) Kubernetes
14 39 (23.21%) Opscode Chef
15 35 (20.83%) Bash Shell
15 35 (20.83%) Configuration Management
16 34 (20.24%) Windows
17 33 (19.64%) Microsoft
17 33 (19.64%) Ruby
18 31 (18.45%) Git (software)
18 31 (18.45%) SQL
19 29 (17.26%) Microservices
20 25 (14.88%) TDD
20 25 (14.88%) Problem-Solving
21 23 (13.69%) GitLab
21 23 (13.69%) VMware
22 22 (13.10%) Spring
22 22 (13.10%) Unix
22 22 (13.10%) Analytical Skills
22 22 (13.10%) Spring Boot

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 (7.14%) OpenStack
2 11 (6.55%) CloudStack
3 7 (4.17%) WebLogic
4 3 (1.79%) IIS
4 3 (1.79%) JBoss
4 3 (1.79%) WebSphere
5 2 (1.19%) SharePoint
6 1 (0.60%) Apache Spark
6 1 (0.60%) BizTalk Server
6 1 (0.60%) Confluence
6 1 (0.60%) MS Exchange
6 1 (0.60%) Tomcat
Business Applications
1 1 (0.60%) Oracle EBS
Cloud Services
1 103 (61.31%) Amazon AWS
2 66 (39.29%) Microsoft Azure
3 21 (12.50%) SaaS
4 19 (11.31%) AWS CloudFormation
5 17 (10.12%) IaaS
5 17 (10.12%) PaaS
6 9 (5.36%) Cloud Computing
6 9 (5.36%) Google Cloud Platform
7 8 (4.76%) AWS Lambda
7 8 (4.76%) Serverless
8 5 (2.98%) Amazon EC2
9 4 (2.38%) Amazon S3
10 3 (1.79%) AWS Fargate
11 2 (1.19%) GitHub
11 2 (1.19%) OpenShift
11 2 (1.19%) Virtual Private Cloud
12 1 (0.60%) Loggly
12 1 (0.60%) Sumo Logic
Communications & Networking
1 16 (9.52%) Fibre Channel
1 16 (9.52%) SAN
2 9 (5.36%) Firewall
3 6 (3.57%) Cisco Nexus
3 6 (3.57%) DNS
4 5 (2.98%) BGP
4 5 (2.98%) Cisco ASA
4 5 (2.98%) Cisco IOS
4 5 (2.98%) Cisco ISE
4 5 (2.98%) DHCP
4 5 (2.98%) F5 BIG-IP GTM
4 5 (2.98%) F5 BIG-IP LTM
4 5 (2.98%) MPLS
4 5 (2.98%) NetScaler
4 5 (2.98%) Network Security
4 5 (2.98%) NX-OS
4 5 (2.98%) OSPF
4 5 (2.98%) VPLS
4 5 (2.98%) WAN
4 5 (2.98%) WLAN
Database & Business Intelligence
1 12 (7.14%) MySQL
2 10 (5.95%) Relational Database
3 9 (5.36%) Redis
4 7 (4.17%) NoSQL
4 7 (4.17%) SQL Server
5 5 (2.98%) Oracle Database
6 4 (2.38%) Amazon DynamoDB
7 3 (1.79%) Amazon RDS
8 2 (1.19%) MongoDB
8 2 (1.19%) PostgreSQL
9 1 (0.60%) Apache Cassandra
9 1 (0.60%) Big Data
9 1 (0.60%) Data Warehouse
9 1 (0.60%) DB2
9 1 (0.60%) Hadoop
9 1 (0.60%) SQL Server 2012
9 1 (0.60%) SQL Server 2014
9 1 (0.60%) SQL Server 2016
Development Applications
1 80 (47.62%) Jenkins
2 31 (18.45%) Git (software)
3 23 (13.69%) GitLab
4 15 (8.93%) Atlassian Bamboo
5 14 (8.33%) Vagrant
6 13 (7.74%) TeamCity
7 9 (5.36%) Maven
8 7 (4.17%) Bitbucket
8 7 (4.17%) NUnit
8 7 (4.17%) Subversion
9 6 (3.57%) SonarQube
10 5 (2.98%) Sonatype Nexus
11 4 (2.38%) JIRA
12 3 (1.79%) Artifactory
13 2 (1.19%) Gradle
14 1 (0.60%) CA Release Automation
14 1 (0.60%) Cucumber
14 1 (0.60%) Selenium
14 1 (0.60%) Visual Studio
General
1 17 (10.12%) Finance
2 7 (4.17%) Retail
3 4 (2.38%) Marketing
4 3 (1.79%) Banking
4 3 (1.79%) Financial Institution
5 2 (1.19%) Games
6 1 (0.60%) Law
6 1 (0.60%) Telecoms
Job Titles
1 51 (30.36%) DevOps Engineer
2 41 (24.40%) Developer
3 33 (19.64%) Platform Engineer
4 23 (13.69%) Azure Engineer
5 22 (13.10%) Java Developer
6 21 (12.50%) AWS Engineer
7 15 (8.93%) Cloud Engineer
8 14 (8.33%) AWS DevOps
8 14 (8.33%) AWS DevOps Engineer
9 13 (7.74%) Infrastructure Engineer
9 13 (7.74%) Senior Developer
9 13 (7.74%) Senior DevOps
9 13 (7.74%) Senior DevOps Engineer
10 11 (6.55%) .NET Developer
10 11 (6.55%) Infrastructure Specialist
10 11 (6.55%) Lead Developer
10 11 (6.55%) Lead Java Developer
11 10 (5.95%) Architect
12 7 (4.17%) Senior .NET Developer
12 7 (4.17%) Senior Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 22 (13.10%) Dropwizard
1 22 (13.10%) Spring
1 22 (13.10%) Spring Boot
2 19 (11.31%) HTML
3 17 (10.12%) .NET
3 17 (10.12%) HTML5
4 16 (9.52%) CSS
5 15 (8.93%) .NET Framework
5 15 (8.93%) ASP.NET
6 13 (7.74%) Web Services
7 9 (5.36%) Node.js
8 8 (4.76%) RESTful
9 5 (2.98%) React
10 4 (2.38%) Elastic Stack
10 4 (2.38%) Middleware
10 4 (2.38%) RabbitMQ
11 2 (1.19%) AngularJS
11 2 (1.19%) Kafka
12 1 (0.60%) Express
12 1 (0.60%) Twitter Bootstrap
Miscellaneous
1 22 (13.10%) Analytical Skills
2 18 (10.71%) Data Centre
3 16 (9.52%) Enterprise Storage
4 10 (5.95%) Linux Command Line
5 7 (4.17%) Public Cloud
6 5 (2.98%) Enterprise Software
7 4 (2.38%) Self-Motivation
8 3 (1.79%) Cloud Native
9 2 (1.19%) Hybrid Cloud
9 2 (1.19%) Mobile App
10 1 (0.60%) Clustering
10 1 (0.60%) Cybercrime
10 1 (0.60%) EMC VNX
10 1 (0.60%) Enterprise Cloud
10 1 (0.60%) Fintech
10 1 (0.60%) Greenfield Project
10 1 (0.60%) Hedge funds
10 1 (0.60%) Tandem
10 1 (0.60%) Video\Live Streaming
Operating Systems
1 75 (44.64%) Linux
2 34 (20.24%) Windows
3 22 (13.10%) Unix
4 9 (5.36%) CentOS
4 9 (5.36%) Windows Server
5 6 (3.57%) Debian
5 6 (3.57%) Red Hat Enterprise Linux
6 3 (1.79%) Ubuntu
7 1 (0.60%) Android
7 1 (0.60%) DC/OS
7 1 (0.60%) Windows Server 2012
Processes & Methodologies
1 90 (53.57%) Agile Software Development
2 88 (52.38%) DevOps
3 35 (20.83%) Configuration Management
4 29 (17.26%) Microservices
5 25 (14.88%) Problem-Solving
5 25 (14.88%) TDD
6 16 (9.52%) Patch Management
7 15 (8.93%) Infrastructure Engineering
7 15 (8.93%) Presales
7 15 (8.93%) Unit Testing
8 13 (7.74%) Continuous Integration
8 13 (7.74%) Performance Tuning
9 12 (7.14%) Break/Fix
10 11 (6.55%) SOLID
11 10 (5.95%) Deployment Automation
12 8 (4.76%) Continuous Delivery
12 8 (4.76%) Project Management
13 7 (4.17%) OO
13 7 (4.17%) Software Engineering
14 6 (3.57%) Software Delivery
Programming Languages
1 53 (31.55%) Python
2 49 (29.17%) PowerShell
3 43 (25.60%) Java
4 35 (20.83%) Bash Shell
5 33 (19.64%) Ruby
6 31 (18.45%) SQL
7 18 (10.71%) JavaScript
8 10 (5.95%) PHP
9 9 (5.36%) C#
9 9 (5.36%) Go
10 5 (2.98%) Java 8
11 4 (2.38%) C++
12 2 (1.19%) Kotlin
12 2 (1.19%) PHP 7
12 2 (1.19%) T-SQL
13 1 (0.60%) Perl
13 1 (0.60%) PL/SQL
13 1 (0.60%) Scala
Qualifications
1 6 (3.57%) AWS Certification
2 5 (2.98%) CCIE
2 5 (2.98%) CCNP
2 5 (2.98%) Cisco Certification
3 4 (2.38%) Degree
4 3 (1.79%) CCIE Security
5 2 (1.19%) RHCE
5 2 (1.19%) RHCSA
5 2 (1.19%) Security Cleared
Quality Assurance & Compliance
1 5 (2.98%) PCI DSS
2 4 (2.38%) ISO/IEC 27001
2 4 (2.38%) SLA
3 3 (1.79%) GDPR
System Software
1 58 (34.52%) Docker
2 15 (8.93%) VMware Infrastructure
3 12 (7.14%) vSphere
4 5 (2.98%) XenApp
4 5 (2.98%) XenDesktop
5 3 (1.79%) Active Directory
6 1 (0.60%) vCloud
6 1 (0.60%) Virtual Machines
Systems Management
1 81 (48.21%) Puppet
2 56 (33.33%) Ansible
3 40 (23.81%) Kubernetes
4 39 (23.21%) Opscode Chef
5 16 (9.52%) WSUS
6 13 (7.74%) Cobbler
7 12 (7.14%) Rancher
8 11 (6.55%) Prometheus
9 9 (5.36%) Packer
10 7 (4.17%) Docker Swarm
11 4 (2.38%) Consul
12 3 (1.79%) Grafana
13 2 (1.19%) Graphite
13 2 (1.19%) Nagios
14 1 (0.60%) linkerd
14 1 (0.60%) Microsoft Clustering
14 1 (0.60%) Tivoli
14 1 (0.60%) ZABBIX
Vendors
1 33 (19.64%) Microsoft
2 23 (13.69%) VMware
3 18 (10.71%) Google
4 16 (9.52%) Ivanti
4 16 (9.52%) Shavlik
5 12 (7.14%) 3PAR
5 12 (7.14%) Brocade
6 9 (5.36%) Cisco
7 8 (4.76%) Oracle
8 6 (3.57%) Citrix
9 5 (2.98%) Blue Coat
9 5 (2.98%) CheckPoint
9 5 (2.98%) F5
9 5 (2.98%) Imperva
9 5 (2.98%) Infoblox
9 5 (2.98%) Juniper
9 5 (2.98%) Red Hat
9 5 (2.98%) Zscaler
10 3 (1.79%) HP
10 3 (1.79%) Splunk