Period
to 25 June 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 25 June 2018 with a comparison to the same period in the previous 2 years.

Terraform
England > North West
6 months to
25 Jun 2018
Same period 2017 Same period 2016
Rank 223 309 325
Rank change year-on-year +86 +16 -
Permanent jobs citing Terraform 149 52 9
As % of all permanent IT jobs advertised in the North West 1.20% 0.40% 0.080%
As % of the Systems Management category 13.21% 5.03% 1.18%
Number of salaries quoted 126 42 9
North West median annual salary £55,000 £52,500 £62,500
Median salary % change year-on-year +4.76% -16.00% -
10th Percentile £42,500 £42,500 £42,500
90th Percentile £72,500 £75,000 £66,250
England median annual salary £65,000 £65,000 £65,000

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 1,128 1,033 761
As % of all permanent IT jobs advertised in the North West 9.10% 8.01% 6.78%
Number of salaries quoted 927 873 592
North West median annual salary £49,000 £43,500 £42,500
Median salary % change year-on-year +12.64% +2.35% +6.25%
10th Percentile £26,250 £25,750 £26,250
90th Percentile £71,250 £68,750 £57,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

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 25 June 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 25 June 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 +69 94 £52,500 - 18
Cheshire - 39 £60,000 - 8
Merseyside +20 7 £62,500 -
Lancashire 0 1 - - 1
Terraform
England

For the 6 months to 25 June 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.

1 135 (90.60%) DevOps
2 101 (67.79%) Amazon AWS
3 100 (67.11%) Linux
4 99 (66.44%) Ansible
5 91 (61.07%) Docker
6 90 (60.40%) Puppet
7 81 (54.36%) Opscode Chef
8 77 (51.68%) Agile Software Development
8 77 (51.68%) Continuous Integration
9 75 (50.34%) Jenkins
10 71 (47.65%) Microsoft Azure
10 71 (47.65%) Python
11 60 (40.27%) Configuration Management
12 58 (38.93%) Kubernetes
13 47 (31.54%) Ruby
14 40 (26.85%) Google
14 40 (26.85%) AWS CloudFormation
15 39 (26.17%) Packer
16 37 (24.83%) Windows
17 36 (24.16%) Web Services
17 36 (24.16%) Vagrant
18 33 (22.15%) Bash Shell
18 33 (22.15%) Git (software)
19 32 (21.48%) Google Cloud Platform
20 31 (20.81%) Microsoft
21 30 (20.13%) Open Source
22 26 (17.45%) Continuous Delivery
23 25 (16.78%) Node.js
23 25 (16.78%) Java
24 20 (13.42%) Serverless

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 7 (4.70%) Cloud Foundry
2 4 (2.68%) Elasticsearch
2 4 (2.68%) OpenStack
2 4 (2.68%) Tomcat
3 3 (2.01%) JBoss
3 3 (2.01%) Jetty
3 3 (2.01%) WebLogic
3 3 (2.01%) WebSphere
4 1 (0.67%) Apache
4 1 (0.67%) Apache Spark
4 1 (0.67%) nginx
Cloud Services
1 101 (67.79%) Amazon AWS
2 71 (47.65%) Microsoft Azure
3 40 (26.85%) AWS CloudFormation
4 32 (21.48%) Google Cloud Platform
5 20 (13.42%) Serverless
6 16 (10.74%) AWS Lambda
7 11 (7.38%) Amazon EC2
8 7 (4.70%) NuGet
9 6 (4.03%) Amazon S3
10 5 (3.36%) OpenShift
11 4 (2.68%) SaaS
12 3 (2.01%) IaaS
12 3 (2.01%) npm
13 2 (1.34%) Amazon ELB
13 2 (1.34%) AWS Elastic Beanstalk
13 2 (1.34%) Cloud Computing
13 2 (1.34%) GitHub
13 2 (1.34%) Virtual Private Cloud
Communications & Networking
1 15 (10.07%) TCP/IP
2 6 (4.03%) Firewall
2 6 (4.03%) VPN
3 4 (2.68%) DNS
4 3 (2.01%) LAN
4 3 (2.01%) WAN
5 2 (1.34%) DHCP
5 2 (1.34%) FTP
5 2 (1.34%) HTTP
5 2 (1.34%) IPsec
Database & Business Intelligence
1 12 (8.05%) SQL Server
2 11 (7.38%) Redis
3 7 (4.70%) Big Data
3 7 (4.70%) MongoDB
3 7 (4.70%) PostgreSQL
4 6 (4.03%) NoSQL
5 5 (3.36%) Amazon RDS
6 4 (2.68%) Amazon DynamoDB
6 4 (2.68%) MariaDB
7 3 (2.01%) MySQL
8 1 (0.67%) Hadoop
8 1 (0.67%) InfluxDB
Development Applications
1 75 (50.34%) Jenkins
2 36 (24.16%) Vagrant
3 33 (22.15%) Git (software)
4 20 (13.42%) Atlassian Bamboo
5 13 (8.72%) Hudson
5 13 (8.72%) Maven
6 4 (2.68%) Travis CI
7 3 (2.01%) Cucumber
7 3 (2.01%) Geb
7 3 (2.01%) Selenium
7 3 (2.01%) TeamCity
8 2 (1.34%) Gradle
8 2 (1.34%) MSBuild
8 2 (1.34%) Octopus Deploy
8 2 (1.34%) Sonatype Nexus
9 1 (0.67%) Chocolatey
9 1 (0.67%) Visual Studio Team System
9 1 (0.67%) WiX
General
1 12 (8.05%) Finance
2 9 (6.04%) Marketing
3 8 (5.37%) Banking
3 8 (5.37%) Investment Banking
3 8 (5.37%) Law
4 7 (4.70%) Retail
5 6 (4.03%) Games
6 5 (3.36%) Telecoms
7 4 (2.68%) Electronics
7 4 (2.68%) Manufacturing
8 2 (1.34%) Automotive
9 1 (0.67%) Advertising
Job Titles
1 93 (62.42%) DevOps Engineer
2 31 (20.81%) Senior DevOps
3 28 (18.79%) AWS Engineer
4 27 (18.12%) Senior DevOps Engineer
5 22 (14.77%) Lead DevOps
6 20 (13.42%) Team Leader
7 18 (12.08%) AWS DevOps
8 17 (11.41%) Linux/Unix DevOps
9 15 (10.07%) AWS DevOps Engineer
10 13 (8.72%) Lead DevOps Engineer
10 13 (8.72%) Linux DevOps Engineer
10 13 (8.72%) Linux Engineer
11 11 (7.38%) Cloud Engineer
11 11 (7.38%) Platform Engineer
12 10 (6.71%) Azure Engineer
13 8 (5.37%) Azure DevOps
13 8 (5.37%) Azure DevOps Engineer
14 6 (4.03%) Developer
15 5 (3.36%) Systems Administrator
15 5 (3.36%) Systems Engineer
Libraries, Frameworks & Software Standards
1 36 (24.16%) Web Services
2 25 (16.78%) Node.js
3 16 (10.74%) .NET
4 14 (9.40%) Elastic Stack
5 11 (7.38%) RabbitMQ
6 6 (4.03%) Spring
7 4 (2.68%) RESTful
7 4 (2.68%) Sensu
7 4 (2.68%) Spring Integration
8 3 (2.01%) J2EE
8 3 (2.01%) LAMP
8 3 (2.01%) RAML
8 3 (2.01%) React
8 3 (2.01%) RxJava
8 3 (2.01%) Spring WebFlux
8 3 (2.01%) Swagger
8 3 (2.01%) Vert.x
8 3 (2.01%) XML
8 3 (2.01%) XSD
9 2 (1.34%) YAML
Miscellaneous
1 14 (9.40%) Enterprise Software
2 11 (7.38%) Public Cloud
3 10 (6.71%) Private Cloud
4 6 (4.03%) Distributed Denial-of-Service
4 6 (4.03%) Greenfield Project
5 5 (3.36%) Management Information System
6 3 (2.01%) Cloud Native
6 3 (2.01%) Data Centre
6 3 (2.01%) Hybrid Cloud
7 2 (1.34%) Fintech
7 2 (1.34%) Robotics
8 1 (0.67%) Analytical Skills
8 1 (0.67%) Enterprise Cloud
8 1 (0.67%) Virtual Team
Operating Systems
1 100 (67.11%) Linux
2 37 (24.83%) Windows
3 5 (3.36%) Windows Server
4 2 (1.34%) Unix
4 2 (1.34%) Windows Server 2008
5 1 (0.67%) CentOS
5 1 (0.67%) Red Hat Enterprise Linux
5 1 (0.67%) Ubuntu
Processes & Methodologies
1 135 (90.60%) DevOps
2 77 (51.68%) Agile Software Development
2 77 (51.68%) Continuous Integration
3 60 (40.27%) Configuration Management
4 30 (20.13%) Open Source
5 26 (17.45%) Continuous Delivery
6 18 (12.08%) Continuous Deployment
7 16 (10.74%) Software Engineering
8 15 (10.07%) Microservices
8 15 (10.07%) TDD
9 11 (7.38%) High Availability
9 11 (7.38%) Test Automation
10 10 (6.71%) Mentoring
10 10 (6.71%) Scrum
10 10 (6.71%) Software Delivery
11 9 (6.04%) Digital Marketing
11 9 (6.04%) Site Reliability Engineering
12 8 (5.37%) Customer Requirements
12 8 (5.37%) Load Balancing
12 8 (5.37%) Wealth Management
Programming Languages
1 71 (47.65%) Python
2 47 (31.54%) Ruby
3 33 (22.15%) Bash Shell
4 25 (16.78%) Java
5 18 (12.08%) Go
6 16 (10.74%) PowerShell
7 8 (5.37%) Shell Script
8 7 (4.70%) Perl
9 5 (3.36%) Java 8
9 5 (3.36%) SQL
10 4 (2.68%) JavaScript
11 3 (2.01%) Groovy
12 2 (1.34%) Bourne shell
12 2 (1.34%) Korn
Qualifications
1 5 (3.36%) AWS Certification
2 4 (2.68%) RHCE
2 4 (2.68%) RHCSA
3 1 (0.67%) SC Cleared
3 1 (0.67%) Security Cleared
Quality Assurance & Compliance
1 15 (10.07%) GCP
2 8 (5.37%) QA
System Software
1 91 (61.07%) Docker
2 11 (7.38%) Active Directory
3 7 (4.70%) Hyper-V
3 7 (4.70%) VirtualBox
3 7 (4.70%) VMware Infrastructure
3 7 (4.70%) Xen
4 1 (0.67%) KVM
Systems Management
1 99 (66.44%) Ansible
2 90 (60.40%) Puppet
3 81 (54.36%) Opscode Chef
4 58 (38.93%) Kubernetes
5 39 (26.17%) Packer
6 20 (13.42%) Salt
7 16 (10.74%) Consul
7 16 (10.74%) Prometheus
8 12 (8.05%) Nagios
9 11 (7.38%) Docker Swarm
10 10 (6.71%) Graphite
11 7 (4.70%) Grafana
12 6 (4.03%) Opsview
12 6 (4.03%) ZABBIX
13 5 (3.36%) Kibana
14 4 (2.68%) logstash
15 1 (0.67%) Rancher
Vendors
1 40 (26.85%) Google
2 31 (20.81%) Microsoft
3 13 (8.72%) SaltStack
4 10 (6.71%) VMware
5 5 (3.36%) Red Hat
5 5 (3.36%) Splunk
6 4 (2.68%) Capita
6 4 (2.68%) Hummingbird
6 4 (2.68%) SAP
7 2 (1.34%) Blue Prism
8 1 (0.67%) NetApp