Period
to 8 April 2020

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 8 April 2020 with a comparison to the same period in the previous 2 years.

Terraform
England > North West
6 months to
8 Apr 2020
Same period 2019 Same period 2018
Rank 96 151 247
Rank change year-on-year +55 +96 +60
Permanent jobs citing Terraform 232 200 127
As % of all permanent jobs advertised in the North West 2.91% 1.96% 0.97%
As % of the Systems Management category 25.00% 19.51% 11.17%
Number of salaries quoted 199 151 124
Median annual salary £57,500 £57,500 £60,000
Median salary % change year-on-year - -4.17% +14.29%
10th Percentile £42,250 £42,500 £42,500
90th Percentile £75,250 £76,250 £75,000
England median annual salary £70,250 £70,000 £65,000
% change year-on-year +0.36% +7.69% -

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 928 1,025 1,137
As % of all permanent IT jobs advertised in the North West 11.63% 10.05% 8.68%
Number of salaries quoted 703 779 900
Median annual salary £52,284 £52,000 £48,000
Median salary % change year-on-year +0.55% +8.33% +12.94%
10th Percentile £31,250 £31,250 £27,450
90th Percentile £74,800 £75,000 £71,250
England median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% +4.76%

Terraform
Job Vacancy Trend in the North West

Job postings citing Terraform as a proportion 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

3-month moving average salary quoted in jobs citing Terraform in the North West.

Salary trend for Terraform in the North West

Terraform
Salary Histogram in the North West

Salary distribution for jobs citing Terraform in the North West over the 6 months to 8 April 2020.

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 8 April 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
Manchester +52 169 £60,000 +4.35% 43
Cheshire +18 32 £55,000 -9.47% 6
Merseyside +16 19 £57,500 -4.17% 1
Lancashire +21 11 £32,500 -50.00% 2
Terraform
England

For the 6 months to 8 April 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 North West region with a requirement for Terraform.

1 168 (72.41%) AWS
2 166 (71.55%) DevOps
3 142 (61.21%) Azure
4 124 (53.45%) Docker
5 118 (50.86%) Agile Software Development
6 112 (48.28%) Ansible
6 112 (48.28%) Kubernetes
7 104 (44.83%) Python
8 89 (38.36%) Linux
9 80 (34.48%) Puppet
10 63 (27.16%) Configuration Management
11 61 (26.29%) Continuous Integration
12 60 (25.86%) Git (software)
12 60 (25.86%) Windows
13 59 (25.43%) GCP
14 57 (24.57%) Infrastructure as Code
15 56 (24.14%) Jenkins
16 54 (23.28%) Opscode Chef
16 54 (23.28%) PowerShell
17 52 (22.41%) Active Directory
18 48 (20.69%) VMware
19 43 (18.53%) AWS CloudFormation
20 40 (17.24%) JavaScript
21 39 (16.81%) Microsoft
22 37 (15.95%) Infrastructure Engineering
23 36 (15.52%) Web Services
24 34 (14.66%) SQL
24 34 (14.66%) Serverless
24 34 (14.66%) Amazon ECS
25 33 (14.22%) SQL Server

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 20 (8.62%) Elasticsearch
2 11 (4.74%) OpenStack
3 9 (3.88%) IIS
4 7 (3.02%) Apache Spark
5 6 (2.59%) SharePoint
6 4 (1.72%) nginx
7 3 (1.29%) Apache
7 3 (1.29%) Confluence
7 3 (1.29%) Tomcat
8 2 (0.86%) Sitefinity
9 1 (0.43%) Skype for Business
Cloud Services
1 168 (72.41%) AWS
2 142 (61.21%) Azure
3 59 (25.43%) GCP
4 43 (18.53%) AWS CloudFormation
5 34 (14.66%) Amazon ECS
5 34 (14.66%) Serverless
6 29 (12.50%) AWS Lambda
7 24 (10.34%) Amazon CloudWatch
8 23 (9.91%) IaaS
9 22 (9.48%) Amazon S3
10 20 (8.62%) SaaS
11 18 (7.76%) Amazon EC2
11 18 (7.76%) PaaS
12 15 (6.47%) Virtual Private Cloud
13 10 (4.31%) IBM Cloud
14 9 (3.88%) GitHub
14 9 (3.88%) Office 365
14 9 (3.88%) OpenShift
15 8 (3.45%) Amazon Kinesis
16 7 (3.02%) Slack
Communications & Networking
1 7 (3.02%) Firewall
2 6 (2.59%) WAN
3 2 (0.86%) DNS
3 2 (0.86%) Kerberos
3 2 (0.86%) SAN
4 1 (0.43%) Bluetooth
4 1 (0.43%) DSL
4 1 (0.43%) HTTP
4 1 (0.43%) Internet
4 1 (0.43%) Intranet
4 1 (0.43%) IPv4
4 1 (0.43%) Skype
4 1 (0.43%) TCP/IP
4 1 (0.43%) Wireless
Database & Business Intelligence
1 33 (14.22%) SQL Server
2 22 (9.48%) NoSQL
3 12 (5.17%) Amazon Athena
3 12 (5.17%) MySQL
4 11 (4.74%) Amazon DynamoDB
4 11 (4.74%) PostgreSQL
5 8 (3.45%) Big Data
5 8 (3.45%) GIS
6 7 (3.02%) Amazon RDS
6 7 (3.02%) Neo4j
7 6 (2.59%) Amazon Redshift
7 6 (2.59%) Power BI
8 5 (2.16%) Hadoop
9 3 (1.29%) MongoDB
10 2 (0.86%) Cosmos DB
10 2 (0.86%) Relational Database
Development Applications
1 60 (25.86%) Git (software)
2 56 (24.14%) Jenkins
3 32 (13.79%) TeamCity
4 26 (11.21%) Octopus Deploy
5 23 (9.91%) Bitbucket
6 19 (8.19%) GitLab
7 16 (6.90%) Atlassian Bamboo
8 15 (6.47%) JIRA
9 13 (5.60%) Selenium
10 12 (5.17%) Maven
11 10 (4.31%) Gatling
11 10 (4.31%) JUnit
11 10 (4.31%) Vagrant
12 7 (3.02%) Artifactory
13 6 (2.59%) Sonatype Nexus
13 6 (2.59%) Team Foundation Server
13 6 (2.59%) Visual Studio Team System
14 3 (1.29%) GoCD
15 2 (0.86%) CF BOSH
15 2 (0.86%) CircleCI
General
1 16 (6.90%) Finance
2 9 (3.88%) Retail
3 6 (2.59%) Law
4 5 (2.16%) Manufacturing
5 4 (1.72%) Electronics
6 3 (1.29%) Financial Institution
6 3 (1.29%) Legal
7 2 (0.86%) Automotive
7 2 (0.86%) Marketing
7 2 (0.86%) Telecoms
8 1 (0.43%) Games
8 1 (0.43%) Police
8 1 (0.43%) Public Sector
Job Titles
1 86 (37.07%) DevOps Engineer
2 43 (18.53%) Cloud Engineer
3 32 (13.79%) Developer
4 29 (12.50%) Infrastructure Engineer
5 26 (11.21%) Platform Engineer
6 22 (9.48%) AWS Engineer
7 19 (8.19%) Senior DevOps
7 19 (8.19%) Senior DevOps Engineer
8 18 (7.76%) Senior Developer
9 14 (6.03%) Azure Engineer
9 14 (6.03%) Java Developer
9 14 (6.03%) Kubernetes Engineer
9 14 (6.03%) Site Reliability Engineer
10 11 (4.74%) Lead DevOps
10 11 (4.74%) Lead DevOps Engineer
11 9 (3.88%) Cloud Infrastructure Engineer
11 9 (3.88%) PHP Developer
11 9 (3.88%) Senior Java Developer
12 8 (3.45%) Consultant
12 8 (3.45%) Site Engineer
Libraries, Frameworks & Software Standards
1 36 (15.52%) Web Services
2 23 (9.91%) Node.js
3 18 (7.76%) .NET
3 18 (7.76%) Elastic Stack
4 17 (7.33%) CSS
4 17 (7.33%) HTML
5 16 (6.90%) Spring
6 13 (5.60%) AngularJS
7 12 (5.17%) .NET Core
7 12 (5.17%) React
8 10 (4.31%) Hibernate
8 10 (4.31%) JSON
9 8 (3.45%) LDAP
10 7 (3.02%) Laravel
11 6 (2.59%) Spring Boot
12 5 (2.16%) Spark Streaming
12 5 (2.16%) TensorFlow
13 3 (1.29%) Vue.js
13 3 (1.29%) WPF
14 2 (0.86%) OAuth
Miscellaneous
1 18 (7.76%) Greenfield Project
2 16 (6.90%) Private Cloud
3 13 (5.60%) Hybrid Cloud
4 12 (5.17%) User Experience
5 9 (3.88%) Analytical Skills
5 9 (3.88%) Data Centre
5 9 (3.88%) Enterprise Cloud
6 8 (3.45%) Blog
7 6 (2.59%) Algorithms
7 6 (2.59%) Public Cloud
8 5 (2.16%) Acoustics
9 4 (1.72%) Derivative
10 2 (0.86%) Cloud Native
10 2 (0.86%) Clustering
10 2 (0.86%) Life Science
10 2 (0.86%) Linux Command Line
10 2 (0.86%) Social Media
11 1 (0.43%) Industrial Internet of Things
11 1 (0.43%) Internet of Things
11 1 (0.43%) Self-Motivation
Operating Systems
1 89 (38.36%) Linux
2 60 (25.86%) Windows
3 26 (11.21%) Windows Server
4 17 (7.33%) Windows Server 2012
5 15 (6.47%) Unix
6 12 (5.17%) Windows Server 2016
7 10 (4.31%) Red Hat Enterprise Linux
8 9 (3.88%) Windows 10
9 6 (2.59%) Windows Server 2008
10 4 (1.72%) CentOS
10 4 (1.72%) VMS
11 3 (1.29%) Android
11 3 (1.29%) Apple iOS
11 3 (1.29%) Ubuntu
12 2 (0.86%) Debian
Processes & Methodologies
1 166 (71.55%) DevOps
2 118 (50.86%) Agile Software Development
3 63 (27.16%) Configuration Management
4 61 (26.29%) Continuous Integration
5 57 (24.57%) Infrastructure as Code
6 37 (15.95%) Infrastructure Engineering
7 31 (13.36%) Software Engineering
8 29 (12.50%) High Availability
9 26 (11.21%) Scrum
10 25 (10.78%) Microservices
11 23 (9.91%) Deployment Automation
12 21 (9.05%) BDD
12 21 (9.05%) Coaching
12 21 (9.05%) Open Source
12 21 (9.05%) TDD
13 20 (8.62%) Continuous Delivery
13 20 (8.62%) Task Automation
14 19 (8.19%) Cybersecurity
15 18 (7.76%) Site Reliability Engineering
16 17 (7.33%) Collaborative Working
Programming Languages
1 104 (44.83%) Python
2 54 (23.28%) PowerShell
3 40 (17.24%) JavaScript
4 34 (14.66%) SQL
5 31 (13.36%) Bash Shell
6 27 (11.64%) Java
7 22 (9.48%) PHP
8 20 (8.62%) Go
9 15 (6.47%) C#
10 11 (4.74%) Ruby
11 10 (4.31%) Java 8
11 10 (4.31%) Perl
12 8 (3.45%) TypeScript
13 4 (1.72%) T-SQL
14 2 (0.86%) ES6
14 2 (0.86%) Kotlin
14 2 (0.86%) Shell Script
15 1 (0.43%) C
15 1 (0.43%) C++
15 1 (0.43%) XAML
Qualifications
1 15 (6.47%) AWS Certification
2 10 (4.31%) Degree
3 8 (3.45%) Computer Science Degree
4 6 (2.59%) ITIL Certification
5 2 (0.86%) Master's Degree
6 1 (0.43%) (ISC)2 CCSP
6 1 (0.43%) CEH
6 1 (0.43%) CISA
6 1 (0.43%) Cisco Certification
6 1 (0.43%) CISM
6 1 (0.43%) CISMP
6 1 (0.43%) CISSP
6 1 (0.43%) MCSA
6 1 (0.43%) MCSE
6 1 (0.43%) Microsoft Certification
6 1 (0.43%) RHCE
6 1 (0.43%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 6 (2.59%) GDPR
2 2 (0.86%) SLA
3 1 (0.43%) ISO/IEC 27001
3 1 (0.43%) NCSC
System Software
1 124 (53.45%) Docker
2 52 (22.41%) Active Directory
3 24 (10.34%) VMware Infrastructure
4 20 (8.62%) Hyper-V
5 9 (3.88%) Microsoft App-V
5 9 (3.88%) XenApp
6 7 (3.02%) vSphere
7 5 (2.16%) VirtualBox
8 2 (0.86%) VMware ESXi
Systems Management
1 112 (48.28%) Ansible
1 112 (48.28%) Kubernetes
2 80 (34.48%) Puppet
3 54 (23.28%) Opscode Chef
4 16 (6.90%) Docker Swarm
4 16 (6.90%) Kibana
5 13 (5.60%) Grafana
5 13 (5.60%) Nagios
6 11 (4.74%) SCCM
7 9 (3.88%) SCOM
7 9 (3.88%) SCOrch
7 9 (3.88%) SCVMM
8 8 (3.45%) logstash
8 8 (3.45%) Packer
8 8 (3.45%) Prometheus
9 6 (2.59%) Istio
10 4 (1.72%) Consul
11 3 (1.29%) ZABBIX
12 2 (0.86%) Failover Clustering
12 2 (0.86%) Graphite
Vendors
1 48 (20.69%) VMware
2 39 (16.81%) Microsoft
3 14 (6.03%) Google
4 11 (4.74%) Atlassian
5 10 (4.31%) Oracle
6 9 (3.88%) Citrix
6 9 (3.88%) HP
6 9 (3.88%) Splunk
7 8 (3.45%) Red Hat
8 7 (3.02%) SaltStack
9 6 (2.59%) Dynatrace
9 6 (2.59%) ServiceNow
10 5 (2.16%) Cloudera
10 5 (2.16%) Hortonworks
10 5 (2.16%) IBM
10 5 (2.16%) New Relic
11 4 (1.72%) Cisco
11 4 (1.72%) Meraki
12 2 (0.86%) NetApp
12 2 (0.86%) Snowplow