Period
to 22 January 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 22 January 2020 with a comparison to the same period in the previous 2 years.

Terraform
England > Yorkshire
6 months to
22 Jan 2020
Same period 2019 Same period 2018
Rank 82 139 234
Rank change year-on-year +57 +95 +79
Permanent jobs citing Terraform 184 150 61
As % of all permanent IT jobs advertised in Yorkshire 3.00% 2.01% 0.63%
As % of the Systems Management category 24.86% 16.76% 6.78%
Number of salaries quoted 173 133 52
Yorkshire median annual salary £57,500 £55,000 £52,500
Median salary % change year-on-year +4.55% +4.76% -10.64%
10th Percentile £43,750 £42,500 £40,000
90th Percentile £77,500 £75,000 £77,000
England median annual salary £72,500 £67,500 £65,000
% change year-on-year +7.41% +3.85% -

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 740 895 900
As % of all permanent IT jobs advertised in Yorkshire 12.08% 12.02% 9.33%
Number of salaries quoted 629 744 786
Yorkshire median annual salary £50,000 £45,000 £42,500
Median salary % change year-on-year +11.11% +5.88% +6.25%
10th Percentile £31,250 £28,750 £27,500
90th Percentile £72,500 £67,500 £60,000
England median annual salary £60,000 £57,500 £54,000
% change year-on-year +4.35% +6.48% +2.86%

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 January 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 22 January 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 +77 168 £60,000 +9.09% 26
North Yorkshire +2 12 £42,500 -20.93% 7
South Yorkshire -1 4 £47,500 -20.83% 7
Terraform
England

For the 6 months to 22 January 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.

1 132 (71.74%) DevOps
2 125 (67.93%) Docker
3 108 (58.70%) Kubernetes
4 105 (57.07%) AWS
5 95 (51.63%) Agile Software Development
6 75 (40.76%) Linux
7 74 (40.22%) Python
8 73 (39.67%) Ansible
9 68 (36.96%) Puppet
10 60 (32.61%) Jenkins
10 60 (32.61%) Java
11 50 (27.17%) Finance
11 50 (27.17%) Test Automation
12 49 (26.63%) Opscode Chef
13 43 (23.37%) Software Engineering
14 41 (22.28%) Microservices
15 38 (20.65%) Configuration Management
16 37 (20.11%) Ruby
16 37 (20.11%) Azure
17 36 (19.57%) Web Services
18 33 (17.93%) GCP
19 32 (17.39%) Bash Shell
19 32 (17.39%) Node.js
19 32 (17.39%) Spring
20 30 (16.30%) Git (software)
21 27 (14.67%) PowerShell
22 26 (14.13%) Scrum
22 26 (14.13%) JavaScript
22 26 (14.13%) Infrastructure as Code
23 25 (13.59%) Maven

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 10 (5.43%) Apache Spark
2 6 (3.26%) Confluence
Applications
1 3 (1.63%) Adobe Illustrator
Cloud Services
1 105 (57.07%) AWS
2 37 (20.11%) Azure
3 33 (17.93%) GCP
4 21 (11.41%) IaaS
5 20 (10.87%) AWS CloudFormation
6 18 (9.78%) GitHub
7 10 (5.43%) Amazon S3
7 10 (5.43%) Trello
8 8 (4.35%) PaaS
9 6 (3.26%) AWS CodePipeline
10 4 (2.17%) Amazon EKS
10 4 (2.17%) AWS Lambda
10 4 (2.17%) Azure ExpressRoute
10 4 (2.17%) SaaS
10 4 (2.17%) Serverless
10 4 (2.17%) Slack
11 3 (1.63%) Amazon CloudWatch
11 3 (1.63%) Amazon EMR
11 3 (1.63%) AWS Elastic Beanstalk
12 2 (1.09%) CloudFront
Communications & Networking
1 8 (4.35%) Fibre Channel
1 8 (4.35%) SAN
2 4 (2.17%) BGP
2 4 (2.17%) Cisco ASA
2 4 (2.17%) Cisco IOS
2 4 (2.17%) Cisco ISE
2 4 (2.17%) DHCP
2 4 (2.17%) DNS
2 4 (2.17%) F5 BIG-IP LTM
2 4 (2.17%) Firewall
2 4 (2.17%) Junos
2 4 (2.17%) NetScaler
2 4 (2.17%) NX-OS
2 4 (2.17%) OSPF
2 4 (2.17%) VPLS
2 4 (2.17%) VPN
2 4 (2.17%) WAN
2 4 (2.17%) WLAN
Database & Business Intelligence
1 19 (10.33%) PostgreSQL
2 14 (7.61%) Hadoop
3 13 (7.07%) Redis
4 7 (3.80%) MySQL
4 7 (3.80%) NoSQL
4 7 (3.80%) Relational Database
5 6 (3.26%) Apache Cassandra
5 6 (3.26%) Flink
5 6 (3.26%) MongoDB
6 4 (2.17%) Apache Hive
6 4 (2.17%) Big Data
6 4 (2.17%) MarkLogic
6 4 (2.17%) Sqoop
7 3 (1.63%) Amazon DynamoDB
7 3 (1.63%) Data Lake
7 3 (1.63%) Impala
7 3 (1.63%) PowerCenter
8 2 (1.09%) Amazon RDS
9 1 (0.54%) HBase
Development Applications
1 60 (32.61%) Jenkins
2 30 (16.30%) Git (software)
3 25 (13.59%) Maven
4 14 (7.61%) JIRA
5 10 (5.43%) JUnit
5 10 (5.43%) Visual Studio Team System
6 9 (4.89%) SonarQube
7 8 (4.35%) Gatling
7 8 (4.35%) Selenium
8 6 (3.26%) GitLab
8 6 (3.26%) Sonatype Nexus
9 3 (1.63%) Atlassian Bamboo
10 1 (0.54%) Octopus Deploy
10 1 (0.54%) Postman
10 1 (0.54%) Team Foundation Server
General
1 50 (27.17%) Finance
2 9 (4.89%) Banking
3 6 (3.26%) Online Betting
4 5 (2.72%) Marketing
5 4 (2.17%) Public Sector
6 3 (1.63%) Financial Institution
7 1 (0.54%) Advertising
7 1 (0.54%) Back Office
7 1 (0.54%) Games
Job Titles
1 63 (34.24%) DevOps Engineer
2 32 (17.39%) Software Engineer
3 25 (13.59%) Developer
4 21 (11.41%) Java Engineer
5 14 (7.61%) AWS Engineer
6 13 (7.07%) Java Software Engineer
7 12 (6.52%) Platform Engineer
8 10 (5.43%) Principal Engineer
8 10 (5.43%) Principal Software Engineer
8 10 (5.43%) Senior Java Engineer
8 10 (5.43%) Senior Java Software Engineer
8 10 (5.43%) Senior Software Engineer
9 8 (4.35%) AWS DevOps
9 8 (4.35%) AWS DevOps Engineer
9 8 (4.35%) Cloud Engineer
9 8 (4.35%) Infrastructure Specialist
9 8 (4.35%) Java Developer
10 7 (3.80%) JavaScript Developer
10 7 (3.80%) Lead Developer
10 7 (3.80%) React Developer
Libraries, Frameworks & Software Standards
1 36 (19.57%) Web Services
2 32 (17.39%) Node.js
2 32 (17.39%) Spring
3 25 (13.59%) React
4 24 (13.04%) Spring Boot
5 16 (8.70%) AngularJS
6 11 (5.98%) CSS
6 11 (5.98%) HTML
6 11 (5.98%) Vue.js
7 10 (5.43%) .NET
7 10 (5.43%) Kafka
8 8 (4.35%) Hibernate
9 7 (3.80%) Elastic Stack
10 6 (3.26%) Apache Avro
10 6 (3.26%) gRPC
10 6 (3.26%) Memcached
10 6 (3.26%) Protocol Buffers
10 6 (3.26%) RabbitMQ
10 6 (3.26%) Velocity
10 6 (3.26%) ZeroMQ
Miscellaneous
1 23 (12.50%) Greenfield Project
2 9 (4.89%) Enterprise Software
3 8 (4.35%) Enterprise Storage
3 8 (4.35%) Self-Motivation
4 6 (3.26%) Cloud Native
4 6 (3.26%) Public Cloud
5 5 (2.72%) User Experience
6 4 (2.17%) Mobile App
6 4 (2.17%) Smartphone
7 3 (1.63%) Graphic Design
7 3 (1.63%) Management Information System
8 1 (0.54%) Data Centre
8 1 (0.54%) NHS
Operating Systems
1 75 (40.76%) Linux
2 24 (13.04%) Windows
3 7 (3.80%) CentOS
4 4 (2.17%) Red Hat Enterprise Linux
4 4 (2.17%) Windows Server
5 2 (1.09%) Unix
Processes & Methodologies
1 132 (71.74%) DevOps
2 95 (51.63%) Agile Software Development
3 50 (27.17%) Test Automation
4 43 (23.37%) Software Engineering
5 41 (22.28%) Microservices
6 38 (20.65%) Configuration Management
7 26 (14.13%) Infrastructure as Code
7 26 (14.13%) Scrum
8 24 (13.04%) TDD
9 19 (10.33%) Software Delivery
10 18 (9.78%) Mentoring
11 16 (8.70%) Migration
11 16 (8.70%) Problem-Solving
12 15 (8.15%) Artificial Intelligence
13 14 (7.61%) Infrastructure Engineering
13 14 (7.61%) Performance Tuning
13 14 (7.61%) Project Management
14 13 (7.07%) Coaching
14 13 (7.07%) Infrastructure Automation
15 12 (6.52%) Continuous Improvement
Programming Languages
1 74 (40.22%) Python
2 60 (32.61%) Java
3 37 (20.11%) Ruby
4 32 (17.39%) Bash Shell
5 27 (14.67%) PowerShell
6 26 (14.13%) JavaScript
7 22 (11.96%) Java 8
8 20 (10.87%) SQL
9 19 (10.33%) C#
9 19 (10.33%) PHP
10 16 (8.70%) Go
11 15 (8.15%) Kotlin
12 6 (3.26%) C
13 3 (1.63%) Scala
13 3 (1.63%) TypeScript
14 2 (1.09%) Perl
15 1 (0.54%) Groovy
Qualifications
1 16 (8.70%) AWS Certification
2 8 (4.35%) RHCE
3 6 (3.26%) Computer Science Degree
3 6 (3.26%) Degree
3 6 (3.26%) Postgraduate
4 2 (1.09%) Citrix Certification
Quality Assurance & Compliance
1 1 (0.54%) QA
System Software
1 125 (67.93%) Docker
2 13 (7.07%) VMware Infrastructure
3 5 (2.72%) Virtual Machines
4 4 (2.17%) HDFS
4 4 (2.17%) XenApp
4 4 (2.17%) XenDesktop
5 1 (0.54%) Citrix Hypervisor
5 1 (0.54%) Hyper-V
Systems Management
1 108 (58.70%) Kubernetes
2 73 (39.67%) Ansible
3 68 (36.96%) Puppet
4 49 (26.63%) Opscode Chef
5 19 (10.33%) Prometheus
6 16 (8.70%) Rancher
7 8 (4.35%) WSUS
8 7 (3.80%) Packer
9 6 (3.26%) Mesos
10 4 (2.17%) Graphite
10 4 (2.17%) Pingdom
11 3 (1.63%) Consul
11 3 (1.63%) Docker Swarm
11 3 (1.63%) Grafana
12 1 (0.54%) Hadoop YARN
12 1 (0.54%) Nagios
12 1 (0.54%) Opsview
Vendors
1 21 (11.41%) Google
2 18 (9.78%) VMware
3 15 (8.15%) Rackspace
4 12 (6.52%) Microsoft
5 9 (4.89%) Citrix
6 7 (3.80%) Splunk
7 6 (3.26%) Atlassian
8 4 (2.17%) Barracuda Networks
8 4 (2.17%) Blue Coat
8 4 (2.17%) CheckPoint
8 4 (2.17%) Cisco
8 4 (2.17%) F5
8 4 (2.17%) Imperva
8 4 (2.17%) Infoblox
8 4 (2.17%) Juniper
8 4 (2.17%) PagerDuty
8 4 (2.17%) SolarWinds
8 4 (2.17%) Zscaler
9 3 (1.63%) Cloudera
9 3 (1.63%) Informatica