Period
to 17 December 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 17 December 2018 with a comparison to the same period in the previous 2 years.

Terraform
England > Yorkshire
6 months to
17 Dec 2018
Same period 2017 Same period 2016
Rank 132 260 322
Rank change year-on-year +128 +62 -
Permanent jobs citing Terraform 167 54 9
As % of all permanent IT jobs advertised in Yorkshire 2.11% 0.55% 0.082%
As % of the Systems Management category 17.62% 5.78% 1.08%
Number of salaries quoted 149 47 9
Yorkshire median annual salary £55,000 £52,500 £57,500
Median salary % change year-on-year +4.76% -8.70% -
10th Percentile £42,500 £40,750 £45,000
90th Percentile £75,000 £77,500 £65,500
England median annual salary £67,500 £65,000 £62,500
% change year-on-year +3.85% +4.00% +4.17%

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 948 935 837
As % of all permanent IT jobs advertised in Yorkshire 11.99% 9.60% 7.64%
Number of salaries quoted 791 811 663
Yorkshire median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -5.88%
10th Percentile £28,750 £26,250 £26,800
90th Percentile £70,000 £60,000 £60,000
England median annual salary £56,500 £55,000 £52,000
% change year-on-year +2.73% +5.77% +4.00%

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 17 December 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 17 December 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 +89 103 £55,000 +4.76% 19
North Yorkshire +39 45 £52,500 -19.23%
South Yorkshire +5 14 £55,000 +22.22% 3
Terraform
England

For the 6 months to 17 December 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 (62.28%) Amazon AWS
2 100 (59.88%) DevOps
3 96 (57.49%) Jenkins
4 94 (56.29%) Agile Software Development
5 74 (44.31%) Puppet
6 72 (43.11%) Linux
7 71 (42.51%) Microsoft Azure
8 67 (40.12%) Docker
9 56 (33.53%) Ansible
10 45 (26.95%) Python
11 44 (26.35%) Kubernetes
12 43 (25.75%) Java
12 43 (25.75%) PowerShell
13 40 (23.95%) Configuration Management
14 36 (21.56%) Git (software)
14 36 (21.56%) Bash Shell
14 36 (21.56%) Microservices
15 35 (20.96%) Microsoft
16 30 (17.96%) Windows
17 29 (17.37%) TDD
18 27 (16.17%) Opscode Chef
19 26 (15.57%) GitLab
19 26 (15.57%) Ruby
19 26 (15.57%) SQL
19 26 (15.57%) AWS CloudFormation
20 25 (14.97%) Spring Boot
20 25 (14.97%) Dropwizard
20 25 (14.97%) Spring
21 23 (13.77%) SaaS
22 21 (12.57%) Google

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 (3.59%) CloudStack
1 6 (3.59%) OpenStack
1 6 (3.59%) WebLogic
2 5 (2.99%) IIS
3 4 (2.40%) Apache Spark
4 2 (1.20%) JBoss
4 2 (1.20%) WebSphere
5 1 (0.60%) MS Exchange
5 1 (0.60%) Tomcat
Cloud Services
1 104 (62.28%) Amazon AWS
2 71 (42.51%) Microsoft Azure
3 26 (15.57%) AWS CloudFormation
4 23 (13.77%) SaaS
5 20 (11.98%) IaaS
6 15 (8.98%) PaaS
7 12 (7.19%) Google Cloud Platform
8 10 (5.99%) Cloud Computing
9 8 (4.79%) AWS Lambda
9 8 (4.79%) Serverless
10 6 (3.59%) GitHub
11 5 (2.99%) Amazon EC2
11 5 (2.99%) Amazon S3
12 4 (2.40%) G Suite
13 3 (1.80%) AWS Fargate
14 2 (1.20%) OpenShift
14 2 (1.20%) Virtual Private Cloud
15 1 (0.60%) CloudFront
Communications & Networking
1 10 (5.99%) Fibre Channel
1 10 (5.99%) SAN
2 8 (4.79%) Firewall
3 5 (2.99%) Internet
4 4 (2.40%) Cisco Nexus
5 3 (1.80%) BGP
5 3 (1.80%) Cisco ASA
5 3 (1.80%) Cisco IOS
5 3 (1.80%) Cisco ISE
5 3 (1.80%) DHCP
5 3 (1.80%) F5 BIG-IP GTM
5 3 (1.80%) F5 BIG-IP LTM
5 3 (1.80%) MPLS
5 3 (1.80%) NetScaler
5 3 (1.80%) Network Security
5 3 (1.80%) OSPF
5 3 (1.80%) VPLS
5 3 (1.80%) VPN
5 3 (1.80%) WAN
5 3 (1.80%) WLAN
Database & Business Intelligence
1 11 (6.59%) MySQL
2 7 (4.19%) NoSQL
3 6 (3.59%) Redis
4 5 (2.99%) Relational Database
4 5 (2.99%) SQL Server
5 4 (2.40%) Big Data
5 4 (2.40%) Hadoop
5 4 (2.40%) Oracle Database
6 3 (1.80%) Amazon DynamoDB
6 3 (1.80%) Amazon Redshift
7 2 (1.20%) Amazon RDS
7 2 (1.20%) MongoDB
7 2 (1.20%) PostgreSQL
8 1 (0.60%) DB2
8 1 (0.60%) Hazelcast
8 1 (0.60%) SQL Server 2012
8 1 (0.60%) SQL Server 2014
8 1 (0.60%) SQL Server 2016
Development Applications
1 96 (57.49%) Jenkins
2 36 (21.56%) Git (software)
3 26 (15.57%) GitLab
4 15 (8.98%) Atlassian Bamboo
5 13 (7.78%) Maven
6 10 (5.99%) TeamCity
7 9 (5.39%) Vagrant
8 7 (4.19%) Subversion
9 6 (3.59%) Gradle
10 5 (2.99%) SonarQube
11 4 (2.40%) Bitbucket
12 3 (1.80%) Artifactory
12 3 (1.80%) Octopus Deploy
12 3 (1.80%) Sonatype Nexus
12 3 (1.80%) Team Foundation Server
12 3 (1.80%) Visual Studio Team System
13 2 (1.20%) CircleCI
13 2 (1.20%) Cucumber
13 2 (1.20%) NUnit
14 1 (0.60%) IntelliJ
General
1 16 (9.58%) Finance
2 7 (4.19%) Retail
3 3 (1.80%) Games
4 2 (1.20%) Banking
4 2 (1.20%) Financial Institution
4 2 (1.20%) Marketing
5 1 (0.60%) Law
5 1 (0.60%) Publishing
5 1 (0.60%) Telecoms
Job Titles
1 53 (31.74%) DevOps Engineer
2 39 (23.35%) Developer
3 30 (17.96%) Platform Engineer
4 25 (14.97%) Java Developer
5 24 (14.37%) Azure Engineer
6 23 (13.77%) Cloud Engineer
7 22 (13.17%) AWS Engineer
8 17 (10.18%) Senior Developer
9 13 (7.78%) Architect
9 13 (7.78%) Lead Developer
9 13 (7.78%) Lead Java Developer
10 10 (5.99%) AWS DevOps
10 10 (5.99%) AWS DevOps Engineer
10 10 (5.99%) Infrastructure Engineer
10 10 (5.99%) Senior DevOps
10 10 (5.99%) Senior DevOps Engineer
11 9 (5.39%) Infrastructure Specialist
12 8 (4.79%) .NET Developer
12 8 (4.79%) Senior Java Developer
13 7 (4.19%) Senior .NET Developer
Libraries, Frameworks & Software Standards
1 25 (14.97%) Dropwizard
1 25 (14.97%) Spring
1 25 (14.97%) Spring Boot
2 15 (8.98%) Web Services
3 12 (7.19%) .NET
4 11 (6.59%) .NET Framework
4 11 (6.59%) ASP.NET
5 9 (5.39%) CSS
5 9 (5.39%) HTML
5 9 (5.39%) HTML5
6 5 (2.99%) Elastic Stack
6 5 (2.99%) Kafka
7 4 (2.40%) Middleware
8 3 (1.80%) Node.js
9 2 (1.20%) AngularJS
9 2 (1.20%) ASP.NET MVC
9 2 (1.20%) ASP.NET Web API
9 2 (1.20%) Entity Framework
9 2 (1.20%) Gherkin
9 2 (1.20%) RESTful
Miscellaneous
1 16 (9.58%) Data Centre
1 16 (9.58%) Public Cloud
2 13 (7.78%) Analytical Skills
3 10 (5.99%) Enterprise Storage
4 8 (4.79%) Linux Command Line
5 5 (2.99%) Enterprise Software
6 4 (2.40%) Cloud Native
7 3 (1.80%) Self-Motivation
8 2 (1.20%) Greenfield Project
8 2 (1.20%) Mobile App
8 2 (1.20%) Tandem
9 1 (0.60%) Algorithms
9 1 (0.60%) Blog
9 1 (0.60%) Clustering
9 1 (0.60%) EMC VNX
9 1 (0.60%) Hybrid Cloud
9 1 (0.60%) User Experience
Operating Systems
1 72 (43.11%) Linux
2 30 (17.96%) Windows
3 15 (8.98%) Unix
4 11 (6.59%) CentOS
5 8 (4.79%) Windows Server
6 7 (4.19%) Red Hat Enterprise Linux
7 3 (1.80%) Debian
7 3 (1.80%) Ubuntu
8 1 (0.60%) DC/OS
8 1 (0.60%) Windows Server 2012
Processes & Methodologies
1 100 (59.88%) DevOps
2 94 (56.29%) Agile Software Development
3 40 (23.95%) Configuration Management
4 36 (21.56%) Microservices
5 29 (17.37%) TDD
6 18 (10.78%) Continuous Integration
7 15 (8.98%) Problem-Solving
8 13 (7.78%) Continuous Delivery
8 13 (7.78%) Presales
8 13 (7.78%) Technical Leadership
8 13 (7.78%) Unit Testing
9 12 (7.19%) Infrastructure Engineering
10 11 (6.59%) Open Source
11 10 (5.99%) Patch Management
11 10 (5.99%) Test Automation
12 9 (5.39%) Deployment Automation
12 9 (5.39%) Performance Tuning
13 8 (4.79%) IT Strategy
13 8 (4.79%) Site Reliability Engineering
14 7 (4.19%) Break/Fix
Programming Languages
1 45 (26.95%) Python
2 43 (25.75%) Java
2 43 (25.75%) PowerShell
3 36 (21.56%) Bash Shell
4 26 (15.57%) Ruby
4 26 (15.57%) SQL
5 11 (6.59%) JavaScript
6 9 (5.39%) C#
7 8 (4.79%) Java 8
8 5 (2.99%) Go
9 4 (2.40%) Perl
9 4 (2.40%) PHP
10 1 (0.60%) C++
10 1 (0.60%) TypeScript
Qualifications
1 13 (7.78%) AWS Certification
2 5 (2.99%) Security Cleared
3 4 (2.40%) Degree
3 4 (2.40%) RHCE
3 4 (2.40%) RHCSA
4 3 (1.80%) CCIE
4 3 (1.80%) CCNP
4 3 (1.80%) Cisco Certification
5 1 (0.60%) CCIE Security
5 1 (0.60%) PhD
5 1 (0.60%) Postgraduate
Quality Assurance & Compliance
1 9 (5.39%) PCI DSS
2 7 (4.19%) GDPR
3 4 (2.40%) ISO/IEC 27001
4 1 (0.60%) QA
4 1 (0.60%) SLA
System Software
1 67 (40.12%) Docker
2 9 (5.39%) VMware Infrastructure
3 7 (4.19%) vSphere
4 3 (1.80%) XenApp
4 3 (1.80%) XenDesktop
5 1 (0.60%) Active Directory
5 1 (0.60%) vCloud
5 1 (0.60%) Virtual Machines
Systems Management
1 74 (44.31%) Puppet
2 56 (33.53%) Ansible
3 44 (26.35%) Kubernetes
4 27 (16.17%) Opscode Chef
5 17 (10.18%) Prometheus
6 15 (8.98%) Rancher
7 10 (5.99%) Docker Swarm
7 10 (5.99%) WSUS
8 9 (5.39%) Packer
9 8 (4.79%) Consul
10 7 (4.19%) Cobbler
11 4 (2.40%) Grafana
11 4 (2.40%) Graphite
12 1 (0.60%) Microsoft Clustering
12 1 (0.60%) Nagios
12 1 (0.60%) Salt
Vendors
1 35 (20.96%) Microsoft
2 21 (12.57%) Google
3 15 (8.98%) VMware
4 10 (5.99%) Ivanti
4 10 (5.99%) Shavlik
5 7 (4.19%) 3PAR
5 7 (4.19%) Brocade
5 7 (4.19%) Cisco
5 7 (4.19%) Red Hat
6 5 (2.99%) Oracle
6 5 (2.99%) Rackspace
7 4 (2.40%) Citrix
8 3 (1.80%) Blue Coat
8 3 (1.80%) CheckPoint
8 3 (1.80%) F5
8 3 (1.80%) Imperva
8 3 (1.80%) Infoblox
8 3 (1.80%) Juniper
8 3 (1.80%) Zscaler
9 2 (1.20%) Splunk