Period
to 15 August 2018

The following table provides summary statistics for permanent job vacancies advertised in the North West 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 15 August 2018 with a comparison to the same period in the previous 2 years.

Terraform
England > North West
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 204 333 338
Rank change year-on-year +129 +5 -
Permanent jobs citing Terraform 162 46 12
As % of all permanent IT jobs advertised in the North West 1.33% 0.35% 0.10%
As % of the Systems Management category 14.54% 4.52% 1.54%
Number of salaries quoted 131 39 11
North West median annual salary £55,000 £50,000 £62,500
Median salary % change year-on-year +10.00% -20.00% -
10th Percentile £42,500 £42,000 £42,500
90th Percentile £71,250 £62,000 £66,250
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 the North West with a requirement for systems management skills.

All Systems Management Skills
North West
Permanent vacancies with a requirement for systems management skills 1,114 1,017 781
As % of all permanent IT jobs advertised in the North West 9.16% 7.71% 6.74%
Number of salaries quoted 934 843 628
North West median annual salary £47,500 £44,000 £42,500
Median salary % change year-on-year +7.95% +3.53% +6.25%
10th Percentile £26,250 £26,250 £28,675
90th Percentile £71,250 £68,750 £60,000
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 the North West

Job postings citing Terraform as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Terraform in the North West

Terraform
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Terraform in the North West.

Salary trend for Terraform in the North West

Terraform
Salary Histogram in the North West

The salary distribution of IT jobs citing Terraform in the North West over the 6 months to 15 August 2018.

Salary histogram for Terraform in the North West

Terraform
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Terraform within the North West region over the 6 months to 15 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
Manchester +75 103 £52,500 +5.00% 24
Cheshire +40 42 £60,000 +9.09% 6
Merseyside - 7 £62,500 -
Lancashire +6 1 - - 2
Terraform
England

For the 6 months to 15 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 North West region with a requirement for Terraform.

1 147 (90.74%) DevOps
2 112 (69.14%) Amazon AWS
3 109 (67.28%) Ansible
4 106 (65.43%) Linux
5 105 (64.81%) Docker
5 105 (64.81%) Puppet
6 97 (59.88%) Continuous Integration
7 95 (58.64%) Opscode Chef
8 90 (55.56%) Microsoft Azure
9 85 (52.47%) Agile Software Development
10 84 (51.85%) Python
11 76 (46.91%) Jenkins
12 69 (42.59%) Kubernetes
12 69 (42.59%) Configuration Management
13 55 (33.95%) Ruby
14 45 (27.78%) Google Cloud Platform
15 43 (26.54%) Git (software)
16 41 (25.31%) Packer
17 39 (24.07%) Open Source
17 39 (24.07%) Google
18 38 (23.46%) Windows
18 38 (23.46%) AWS CloudFormation
19 37 (22.84%) Microsoft
20 34 (20.99%) Continuous Delivery
20 34 (20.99%) Vagrant
21 31 (19.14%) Web Services
22 30 (18.52%) Bash Shell
23 29 (17.90%) Atlassian Bamboo
24 28 (17.28%) Java
24 28 (17.28%) Go

Terraform
Co-occurring IT Skills in the North West 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 8 (4.94%) OpenStack
2 7 (4.32%) Cloud Foundry
3 5 (3.09%) JBoss
3 5 (3.09%) Tomcat
4 3 (1.85%) Jetty
4 3 (1.85%) WebLogic
4 3 (1.85%) WebSphere
5 2 (1.23%) Apache
5 2 (1.23%) Elasticsearch
5 2 (1.23%) nginx
6 1 (0.62%) Apache Spark
Cloud Services
1 112 (69.14%) Amazon AWS
2 90 (55.56%) Microsoft Azure
3 45 (27.78%) Google Cloud Platform
4 38 (23.46%) AWS CloudFormation
5 14 (8.64%) Serverless
6 10 (6.17%) Amazon EC2
6 10 (6.17%) AWS Lambda
7 7 (4.32%) IaaS
7 7 (4.32%) NuGet
8 5 (3.09%) Amazon S3
8 5 (3.09%) AWS Elastic Beanstalk
8 5 (3.09%) OpenShift
9 3 (1.85%) IBM Cloud
9 3 (1.85%) npm
10 2 (1.23%) AWS Fargate
10 2 (1.23%) SaaS
11 1 (0.62%) Azure Active Directory
11 1 (0.62%) Datadog
11 1 (0.62%) GitHub
Communications & Networking
1 18 (11.11%) TCP/IP
2 10 (6.17%) Firewall
2 10 (6.17%) VPN
3 4 (2.47%) DNS
4 1 (0.62%) LAN
4 1 (0.62%) WAN
Database & Business Intelligence
1 14 (8.64%) SQL Server
2 8 (4.94%) NoSQL
3 7 (4.32%) MongoDB
3 7 (4.32%) PostgreSQL
4 5 (3.09%) Amazon RDS
4 5 (3.09%) Big Data
4 5 (3.09%) Redis
5 4 (2.47%) Amazon DynamoDB
5 4 (2.47%) MariaDB
6 2 (1.23%) MySQL
7 1 (0.62%) Hadoop
7 1 (0.62%) InfluxDB
Development Applications
1 76 (46.91%) Jenkins
2 43 (26.54%) Git (software)
3 34 (20.99%) Vagrant
4 29 (17.90%) Atlassian Bamboo
5 18 (11.11%) Hudson
6 10 (6.17%) TeamCity
7 8 (4.94%) Maven
7 8 (4.94%) Octopus Deploy
7 8 (4.94%) Travis CI
8 4 (2.47%) MSBuild
9 3 (1.85%) Cucumber
9 3 (1.85%) Geb
9 3 (1.85%) Selenium
9 3 (1.85%) Sonatype Nexus
9 3 (1.85%) Visual Studio Team System
10 2 (1.23%) Gradle
10 2 (1.23%) Subversion
10 2 (1.23%) Team Foundation Server
11 1 (0.62%) JIRA
11 1 (0.62%) WiX
General
1 15 (9.26%) Finance
2 12 (7.41%) Marketing
3 7 (4.32%) Retail
4 6 (3.70%) Electronics
4 6 (3.70%) Manufacturing
4 6 (3.70%) Telecoms
5 5 (3.09%) Banking
5 5 (3.09%) Investment Banking
5 5 (3.09%) Law
6 3 (1.85%) Advertising
7 2 (1.23%) Games
Job Titles
1 93 (57.41%) DevOps Engineer
2 36 (22.22%) Senior DevOps
3 32 (19.75%) Senior DevOps Engineer
4 25 (15.43%) Lead DevOps
5 21 (12.96%) Team Leader
6 18 (11.11%) AWS Engineer
6 18 (11.11%) Cloud Engineer
7 16 (9.88%) AWS DevOps
8 15 (9.26%) Lead DevOps Engineer
9 14 (8.64%) Azure Engineer
10 13 (8.02%) Linux/Unix DevOps
10 13 (8.02%) Platform Engineer
11 11 (6.79%) AWS DevOps Engineer
11 11 (6.79%) Azure DevOps
11 11 (6.79%) Azure DevOps Engineer
12 9 (5.56%) Linux Engineer
12 9 (5.56%) Software Engineer
13 8 (4.94%) Developer
13 8 (4.94%) Kubernetes Engineer
14 7 (4.32%) Administrator
Libraries, Frameworks & Software Standards
1 31 (19.14%) Web Services
2 15 (9.26%) Node.js
3 11 (6.79%) Elastic Stack
4 10 (6.17%) .NET
5 9 (5.56%) React
6 8 (4.94%) RESTful
6 8 (4.94%) Sensu
7 5 (3.09%) AngularJS
7 5 (3.09%) D3.js
7 5 (3.09%) J2EE
7 5 (3.09%) RabbitMQ
8 3 (1.85%) RAML
8 3 (1.85%) RxJava
8 3 (1.85%) Spring WebFlux
8 3 (1.85%) Swagger
8 3 (1.85%) Vert.x
8 3 (1.85%) XML
8 3 (1.85%) XSD
8 3 (1.85%) YAML
9 2 (1.23%) Spring Boot
Miscellaneous
1 17 (10.49%) Enterprise Software
2 16 (9.88%) Private Cloud
2 16 (9.88%) Public Cloud
3 10 (6.17%) Distributed Denial-of-Service
4 7 (4.32%) Cloud Native
4 7 (4.32%) Hybrid Cloud
5 6 (3.70%) Greenfield Project
6 5 (3.09%) Management Information System
7 4 (2.47%) Robotics
8 3 (1.85%) Analytical Skills
8 3 (1.85%) Data Centre
9 1 (0.62%) Enterprise Cloud
9 1 (0.62%) Fintech
9 1 (0.62%) Linux Command Line
9 1 (0.62%) Virtual Team
Operating Systems
1 106 (65.43%) Linux
2 38 (23.46%) Windows
3 7 (4.32%) Unix
4 5 (3.09%) Windows Server
5 4 (2.47%) CentOS
5 4 (2.47%) Windows Server 2008
6 3 (1.85%) Debian
6 3 (1.85%) Red Hat Enterprise Linux
7 2 (1.23%) Amazon Linux
7 2 (1.23%) Ubuntu
Processes & Methodologies
1 147 (90.74%) DevOps
2 97 (59.88%) Continuous Integration
3 85 (52.47%) Agile Software Development
4 69 (42.59%) Configuration Management
5 39 (24.07%) Open Source
6 34 (20.99%) Continuous Delivery
7 24 (14.81%) Microservices
8 23 (14.20%) Software Engineering
9 22 (13.58%) Continuous Deployment
10 19 (11.73%) TDD
11 14 (8.64%) High Availability
11 14 (8.64%) Load Balancing
12 13 (8.02%) Mentoring
12 13 (8.02%) Software Delivery
13 11 (6.79%) Digital Marketing
13 11 (6.79%) Test Automation
14 10 (6.17%) Business Intelligence
14 10 (6.17%) Customer Requirements
14 10 (6.17%) SIEM
14 10 (6.17%) Site Reliability Engineering
Programming Languages
1 84 (51.85%) Python
2 55 (33.95%) Ruby
3 30 (18.52%) Bash Shell
4 28 (17.28%) Go
4 28 (17.28%) Java
5 24 (14.81%) PowerShell
6 11 (6.79%) Perl
7 6 (3.70%) Shell Script
7 6 (3.70%) SQL
8 5 (3.09%) JavaScript
9 4 (2.47%) Bourne shell
9 4 (2.47%) Korn
10 3 (1.85%) Groovy
11 2 (1.23%) C#
11 2 (1.23%) C++
12 1 (0.62%) Scala
Qualifications
1 5 (3.09%) AWS Certification
2 4 (2.47%) RHCE
2 4 (2.47%) RHCSA
3 1 (0.62%) ITIL Certification
Quality Assurance & Compliance
1 25 (15.43%) GCP
2 8 (4.94%) QA
System Software
1 105 (64.81%) Docker
2 17 (10.49%) Active Directory
3 9 (5.56%) VMware Infrastructure
4 7 (4.32%) Hyper-V
4 7 (4.32%) VirtualBox
4 7 (4.32%) Xen
5 1 (0.62%) KVM
Systems Management
1 109 (67.28%) Ansible
2 105 (64.81%) Puppet
3 95 (58.64%) Opscode Chef
4 69 (42.59%) Kubernetes
5 41 (25.31%) Packer
6 20 (12.35%) Consul
7 17 (10.49%) Graphite
8 15 (9.26%) Salt
9 14 (8.64%) Docker Swarm
9 14 (8.64%) Nagios
9 14 (8.64%) Prometheus
10 12 (7.41%) Grafana
11 9 (5.56%) Opsview
11 9 (5.56%) ZABBIX
12 2 (1.23%) Rancher
13 1 (0.62%) Kibana
Vendors
1 39 (24.07%) Google
2 37 (22.84%) Microsoft
3 13 (8.02%) VMware
4 9 (5.56%) SaltStack
5 7 (4.32%) Red Hat
6 6 (3.70%) SAP
7 5 (3.09%) Splunk
8 4 (2.47%) Blue Prism
9 2 (1.23%) Dynatrace
9 2 (1.23%) Facebook
10 1 (0.62%) PagerDuty