Period
to 20 May 2019

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 20 May 2019 with a comparison to the same period in the previous 2 years.

Terraform
England > North West
6 months to
20 May 2019
Same period 2018 Same period 2017
Rank 167 229 308
Rank change year-on-year +62 +79 +28
Permanent jobs citing Terraform 186 136 49
As % of all permanent IT jobs advertised in the North West 1.84% 1.11% 0.39%
As % of the Systems Management category 17.85% 12.31% 4.95%
Number of salaries quoted 132 118 35
North West median annual salary £57,500 £58,750 £52,500
Median salary % change year-on-year -2.13% +11.90% -16.00%
10th Percentile £44,550 £42,500 £44,250
90th Percentile £78,625 £72,500 £75,000
England median annual salary £70,000 £65,000 £65,000
% change year-on-year +7.69% - -3.70%

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 1,042 1,105 989
As % of all permanent IT jobs advertised in the North West 10.33% 9.05% 7.96%
Number of salaries quoted 765 889 834
North West median annual salary £50,000 £48,500 £42,500
Median salary % change year-on-year +3.09% +14.12% -
10th Percentile £31,250 £26,250 £25,750
90th Percentile £75,000 £71,250 £68,750
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +5.00%

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 20 May 2019.

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 20 May 2019. 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 +45 128 £57,500 +9.52% 15
Cheshire +62 43 £55,750 -10.80% 4
Merseyside +16 10 - - 1
Lancashire -6 5 £65,000 - 1
Terraform
England

For the 6 months to 20 May 2019, 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.

1 161 (86.56%) DevOps
2 145 (77.96%) Amazon AWS
3 127 (68.28%) Docker
4 106 (56.99%) Jenkins
4 106 (56.99%) Agile Software Development
5 104 (55.91%) Linux
5 104 (55.91%) Ansible
6 84 (45.16%) Python
7 79 (42.47%) Puppet
8 62 (33.33%) Kubernetes
9 61 (32.80%) Microsoft Azure
10 54 (29.03%) Opscode Chef
11 52 (27.96%) Git (software)
12 45 (24.19%) Serverless
13 42 (22.58%) AWS Lambda
13 42 (22.58%) Infrastructure as Code
13 42 (22.58%) Windows
13 42 (22.58%) Java
14 41 (22.04%) Software Engineering
15 39 (20.97%) Amazon S3
15 39 (20.97%) Google Cloud Platform
15 39 (20.97%) AWS CloudFormation
16 37 (19.89%) Bash Shell
16 37 (19.89%) Amazon RDS
17 35 (18.82%) GitHub
17 35 (18.82%) Information Security
17 35 (18.82%) MySQL
18 33 (17.74%) Elastic Stack
19 32 (17.20%) Continuous Integration
20 31 (16.67%) Amazon EC2

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 13 (6.99%) Confluence
2 10 (5.38%) SAS
3 9 (4.84%) Elasticsearch
4 4 (2.15%) Apache Spark
5 3 (1.61%) OpenStack
6 2 (1.08%) Apache
6 2 (1.08%) IIS
6 2 (1.08%) nginx
7 1 (0.54%) JBoss
7 1 (0.54%) Tomcat
Cloud Services
1 145 (77.96%) Amazon AWS
2 61 (32.80%) Microsoft Azure
3 45 (24.19%) Serverless
4 42 (22.58%) AWS Lambda
5 39 (20.97%) Amazon S3
5 39 (20.97%) AWS CloudFormation
5 39 (20.97%) Google Cloud Platform
6 35 (18.82%) GitHub
7 31 (16.67%) Amazon EC2
8 23 (12.37%) AWS Elastic Beanstalk
9 22 (11.83%) Datadog
9 22 (11.83%) Slack
10 16 (8.60%) Virtual Private Cloud
11 15 (8.06%) Amazon CloudWatch
12 14 (7.53%) Amazon SQS
13 12 (6.45%) Cloud Computing
14 10 (5.38%) Heroku
15 8 (4.30%) OpenShift
16 5 (2.69%) Amazon ElastiCache
16 5 (2.69%) IaaS
Communications & Networking
1 21 (11.29%) Internet
2 17 (9.14%) Firewall
3 5 (2.69%) WAN
4 4 (2.15%) VPN
5 3 (1.61%) DHCP
5 3 (1.61%) DNS
6 1 (0.54%) Asterisk PBX
6 1 (0.54%) BGP
6 1 (0.54%) OSPF
6 1 (0.54%) Software-Defined Networking
6 1 (0.54%) SSL
6 1 (0.54%) TCP/IP
Database & Business Intelligence
1 37 (19.89%) Amazon RDS
2 35 (18.82%) MySQL
3 30 (16.13%) Big Data
4 17 (9.14%) PostgreSQL
5 15 (8.06%) Amazon DynamoDB
6 13 (6.99%) MariaDB
6 13 (6.99%) SQL Server
7 8 (4.30%) MongoDB
8 5 (2.69%) RethinkDB
9 4 (2.15%) NoSQL
10 2 (1.08%) Azure SQL Database
11 1 (0.54%) Amazon Aurora
11 1 (0.54%) Apache Cassandra
11 1 (0.54%) CouchDB
11 1 (0.54%) Hadoop
11 1 (0.54%) Neo4j
11 1 (0.54%) SQL Server 2008
11 1 (0.54%) SQL Server 2012
11 1 (0.54%) SQL Server 2014
Development Applications
1 106 (56.99%) Jenkins
2 52 (27.96%) Git (software)
3 24 (12.90%) GitLab
4 22 (11.83%) Maven
5 21 (11.29%) Atlassian Bamboo
6 18 (9.68%) Gradle
7 17 (9.14%) Gatling
7 17 (9.14%) JUnit
8 16 (8.60%) Spock
9 15 (8.06%) JIRA
9 15 (8.06%) Selenium
10 12 (6.45%) Vagrant
11 10 (5.38%) Bitbucket
12 9 (4.84%) Travis CI
13 7 (3.76%) TeamCity
14 4 (2.15%) Artifactory
14 4 (2.15%) Sonatype Nexus
15 3 (1.61%) GoCD
15 3 (1.61%) Robot Framework
15 3 (1.61%) webpack
General
1 21 (11.29%) Retail
2 17 (9.14%) Finance
3 16 (8.60%) Marketing
4 12 (6.45%) Banking
5 3 (1.61%) Telecoms
6 1 (0.54%) Electronics
6 1 (0.54%) Manufacturing
Job Titles
1 78 (41.94%) DevOps Engineer
2 32 (17.20%) Cloud Engineer
3 31 (16.67%) Consultant
4 27 (14.52%) Developer
5 21 (11.29%) DevOps Consultant
6 20 (10.75%) AWS Engineer
7 19 (10.22%) Software Engineer
8 18 (9.68%) Senior DevOps
8 18 (9.68%) Senior DevOps Engineer
9 17 (9.14%) Java Engineer
9 17 (9.14%) Platform Engineer
10 16 (8.60%) Java Software Engineer
11 14 (7.53%) Senior Java Engineer
11 14 (7.53%) Senior Java Software Engineer
11 14 (7.53%) Senior Software Engineer
12 12 (6.45%) Python Developer
13 10 (5.38%) AWS DevOps
13 10 (5.38%) DevSecOps Consultant
13 10 (5.38%) Infrastructure Engineer
14 8 (4.30%) AWS DevOps Engineer
Libraries, Frameworks & Software Standards
1 33 (17.74%) Elastic Stack
2 24 (12.90%) Node.js
2 24 (12.90%) Web Services
3 19 (10.22%) Spring
4 17 (9.14%) Hibernate
5 16 (8.60%) Kafka
6 11 (5.91%) JSON
6 11 (5.91%) Laravel
6 11 (5.91%) REST
6 11 (5.91%) RESTful
6 11 (5.91%) XML
7 10 (5.38%) Django
7 10 (5.38%) Dropwizard
8 7 (3.76%) RabbitMQ
9 6 (3.23%) .NET
10 4 (2.15%) React
11 3 (1.61%) ASP.NET Web API
11 3 (1.61%) LAMP
11 3 (1.61%) React Native
11 3 (1.61%) WCF
Miscellaneous
1 27 (14.52%) Linux Command Line
2 18 (9.68%) Internet of Things
3 17 (9.14%) Greenfield Project
4 15 (8.06%) Public Cloud
5 5 (2.69%) Algorithms
5 5 (2.69%) Data Structures
6 3 (1.61%) Cloud Native
6 3 (1.61%) Life Science
6 3 (1.61%) Self-Motivation
6 3 (1.61%) Smartphone
6 3 (1.61%) User Experience
6 3 (1.61%) Virtual Team
7 2 (1.08%) Enterprise Software
8 1 (0.54%) Analytical Skills
8 1 (0.54%) Fintech
8 1 (0.54%) FMCG
Operating Systems
1 104 (55.91%) Linux
2 42 (22.58%) Windows
3 13 (6.99%) Red Hat Enterprise Linux
4 11 (5.91%) Fedora
5 10 (5.38%) Amazon Linux
6 9 (4.84%) Unix
7 6 (3.23%) CentOS
8 4 (2.15%) Windows Server
9 3 (1.61%) Ubuntu
10 2 (1.08%) Mac OS
10 2 (1.08%) SUSE
11 1 (0.54%) AIX
11 1 (0.54%) Debian
11 1 (0.54%) VMS
Processes & Methodologies
1 161 (86.56%) DevOps
2 106 (56.99%) Agile Software Development
3 42 (22.58%) Infrastructure as Code
4 41 (22.04%) Software Engineering
5 35 (18.82%) Information Security
6 32 (17.20%) Continuous Integration
7 29 (15.59%) OO
7 29 (15.59%) Test Automation
8 26 (13.98%) Configuration Management
9 25 (13.44%) TDD
10 22 (11.83%) Continuous Delivery
10 22 (11.83%) Multithreading
11 20 (10.75%) BDD
12 19 (10.22%) ITIL
13 18 (9.68%) BCP
13 18 (9.68%) Microservices
14 17 (9.14%) Collaborative Working
15 15 (8.06%) Infrastructure Automation
16 14 (7.53%) Deployment Automation
16 14 (7.53%) Mentoring
Programming Languages
1 84 (45.16%) Python
2 42 (22.58%) Java
3 37 (19.89%) Bash Shell
4 31 (16.67%) Ruby
5 23 (12.37%) Shell Script
6 19 (10.22%) PHP
7 17 (9.14%) Java 8
8 13 (6.99%) Go
9 11 (5.91%) PowerShell
10 8 (4.30%) Groovy
10 8 (4.30%) Perl
11 6 (3.23%) JavaScript
11 6 (3.23%) SQL
12 5 (2.69%) Scala
13 1 (0.54%) R
13 1 (0.54%) TypeScript
Qualifications
1 18 (9.68%) ITIL Certification
2 7 (3.76%) AWS Certification
3 5 (2.69%) Degree
4 4 (2.15%) RHCE
4 4 (2.15%) RHCSA
5 2 (1.08%) Computer Science Degree
5 2 (1.08%) Network+ Certification
Quality Assurance & Compliance
1 4 (2.15%) QA
System Software
1 127 (68.28%) Docker
2 16 (8.60%) Active Directory
3 10 (5.38%) Squid
4 4 (2.15%) Virtual Machines
5 3 (1.61%) VMware Infrastructure
6 2 (1.08%) Hyper-V
6 2 (1.08%) VirtualBox
7 1 (0.54%) iptables
7 1 (0.54%) KVM
7 1 (0.54%) VMware NSX
7 1 (0.54%) vSphere
7 1 (0.54%) Xen
Systems Management
1 104 (55.91%) Ansible
2 79 (42.47%) Puppet
3 62 (33.33%) Kubernetes
4 54 (29.03%) Opscode Chef
5 15 (8.06%) Packer
6 14 (7.53%) Consul
7 10 (5.38%) Grafana
7 10 (5.38%) Prometheus
8 8 (4.30%) Docker Swarm
9 7 (3.76%) Kibana
10 5 (2.69%) Rancher
10 5 (2.69%) Salt
11 4 (2.15%) Nagios
11 4 (2.15%) Opsview
12 3 (1.61%) Graphite
12 3 (1.61%) ZABBIX
13 2 (1.08%) Istio
13 2 (1.08%) logstash
14 1 (0.54%) HAProxy
14 1 (0.54%) Norton AntiVirus
Vendors
1 19 (10.22%) Red Hat
2 16 (8.60%) Google
3 13 (6.99%) Atlassian
4 11 (5.91%) Microsoft
5 10 (5.38%) Oracle
5 10 (5.38%) Salesforce.com
6 6 (3.23%) VMware
7 5 (2.69%) SaltStack
8 4 (2.15%) Cisco
8 4 (2.15%) Splunk
9 3 (1.61%) Rackspace
10 2 (1.08%) AppDynamics
10 2 (1.08%) New Relic
11 1 (0.54%) Alibaba
11 1 (0.54%) Databricks
11 1 (0.54%) Dataiku
11 1 (0.54%) Hortonworks
11 1 (0.54%) Meraki
11 1 (0.54%) Okta
11 1 (0.54%) Zscaler