Period
to 19 January 2021

The following table provides summary statistics for permanent job vacancies advertised in the North of England 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 19 January 2021 with a comparison to the same period in the previous 2 years.

Terraform
England > North of England
6 months to
19 Jan 2021
Same period 2020 Same period 2019
Rank 36 117 191
Rank change year-on-year +81 +74 +131
Permanent jobs citing Terraform 580 403 327
As % of all permanent jobs advertised in the North of England 6.10% 2.52% 1.70%
As % of the Systems Management category 37.71% 23.57% 16.68%
Number of salaries quoted 652 352 289
Median annual salary £57,500 £57,500 £57,500
10th Percentile £38,750 £37,500 £42,500
90th Percentile £72,500 £75,000 £75,000
England median annual salary £65,000 £72,500 £67,500
% change year-on-year -10.34% +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 the North of England with a requirement for systems management skills.

All Systems Management Skills
North of England
Permanent vacancies with a requirement for systems management skills 1,538 1,710 1,961
As % of all permanent IT jobs advertised in the North of England 16.17% 10.68% 10.21%
Number of salaries quoted 1,325 1,401 1,640
Median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £35,000 £30,500 £28,750
90th Percentile £72,500 £72,500 £71,250
England median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +4.55%

Terraform
Job Vacancy Trend in the North of England

Job postings citing Terraform as a proportion of all IT jobs advertised in the North of England.

Job vacancy trend for Terraform in the North of England

Terraform
Salary Trend in the North of England

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

Salary trend for Terraform in the North of England

Terraform
Salary Histogram in the North of England

Salary distribution for jobs citing Terraform in the North of England over the 6 months to 19 January 2021.

Salary histogram for Terraform in the North of England

Terraform
Job Locations in the North of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Terraform within the North of England region over the 6 months to 19 January 2021. 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
Yorkshire +48 280 £57,500 - 50
North West +84 263 £58,500 -2.50% 111
North East +28 37 £56,250 +30.81% 8
Terraform
England

For the 6 months to 19 January 2021, 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 of England region with a requirement for Terraform.

1 451 (77.76%) DevOps
2 403 (69.48%) AWS
3 381 (65.69%) Kubernetes
4 351 (60.52%) Docker
5 342 (58.97%) Agile Software Development
6 261 (45.00%) Python
7 251 (43.28%) Linux
8 244 (42.07%) Azure
9 237 (40.86%) Puppet
10 211 (36.38%) Opscode Chef
11 207 (35.69%) Infrastructure as Code
12 192 (33.10%) AWS CloudFormation
13 169 (29.14%) Go
14 148 (25.52%) Ansible
15 145 (25.00%) Jenkins
16 144 (24.83%) Ruby
17 138 (23.79%) Java
18 137 (23.62%) Configuration Management
19 130 (22.41%) JavaScript
20 129 (22.24%) Continuous Integration
21 124 (21.38%) PowerShell
21 124 (21.38%) Deployment Automation
22 117 (20.17%) Git (software)
23 111 (19.14%) Bash Shell
24 110 (18.97%) C#
25 106 (18.28%) GCP
25 106 (18.28%) Problem-Solving
26 97 (16.72%) SQL
27 93 (16.03%) Software Engineering
28 87 (15.00%) SaltStack

Terraform
Co-occurring IT Skills in the North of England 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 24 (4.14%) Confluence
2 16 (2.76%) Elasticsearch
3 13 (2.24%) Apache Spark
4 11 (1.90%) Apache
5 7 (1.21%) nginx
6 3 (0.52%) IIS
6 3 (0.52%) OpenStack
6 3 (0.52%) SharePoint
7 2 (0.34%) DNN
7 2 (0.34%) JBoss
7 2 (0.34%) Tomcat
7 2 (0.34%) WebSphere
7 2 (0.34%) WebSphere Application Server
8 1 (0.17%) IBM HTTP Server
8 1 (0.17%) K2 blackpearl
Applications
1 1 (0.17%) Chatbot
Cloud Services
1 403 (69.48%) AWS
2 244 (42.07%) Azure
3 192 (33.10%) AWS CloudFormation
4 106 (18.28%) GCP
5 85 (14.66%) Pulumi
6 61 (10.52%) Amazon EKS
7 45 (7.76%) Serverless
8 36 (6.21%) Datadog
9 32 (5.52%) SaaS
10 26 (4.48%) Amazon EC2
11 25 (4.31%) GitHub
12 17 (2.93%) Amazon ECS
12 17 (2.93%) Azure Functions
13 16 (2.76%) Amazon S3
13 16 (2.76%) PaaS
14 15 (2.59%) AWS Lambda
14 15 (2.59%) IaaS
15 11 (1.90%) Azure Active Directory
15 11 (1.90%) Virtual Private Cloud
16 9 (1.55%) Cloud Computing
Communications & Networking
1 16 (2.76%) DNS
1 16 (2.76%) TCP/IP
2 12 (2.07%) HTTP
3 8 (1.38%) FTP
4 6 (1.03%) Broadband
5 5 (0.86%) WAN
6 4 (0.69%) DHCP
6 4 (0.69%) IPsec
6 4 (0.69%) MPLS
7 3 (0.52%) SSH
7 3 (0.52%) VLAN
8 2 (0.34%) Kerberos
8 2 (0.34%) LAN
9 1 (0.17%) Internet
9 1 (0.17%) Network Security
9 1 (0.17%) RTP
9 1 (0.17%) Skype
9 1 (0.17%) VoIP
9 1 (0.17%) VPN
9 1 (0.17%) WLAN
Database & Business Intelligence
1 58 (10.00%) Azure SQL Database
2 57 (9.83%) PostgreSQL
3 55 (9.48%) Cosmos DB
4 52 (8.97%) MySQL
5 44 (7.59%) MongoDB
6 40 (6.90%) Redis
7 36 (6.21%) MariaDB
8 33 (5.69%) SQL Server
9 17 (2.93%) NoSQL
10 12 (2.07%) Big Data
11 11 (1.90%) Amazon Redshift
12 9 (1.55%) Hadoop
13 8 (1.38%) Apache Hive
14 7 (1.21%) Amazon DynamoDB
14 7 (1.21%) Amazon RDS
14 7 (1.21%) HBase
14 7 (1.21%) Sqoop
15 6 (1.03%) BigQuery
16 5 (0.86%) Data Warehouse
17 4 (0.69%) Amazon QuickSight
Development Applications
1 145 (25.00%) Jenkins
2 117 (20.17%) Git (software)
3 42 (7.24%) GitLab
4 38 (6.55%) Team Foundation Server
5 30 (5.17%) JIRA
6 25 (4.31%) Bitbucket
7 20 (3.45%) TeamCity
8 19 (3.28%) Octopus Deploy
9 18 (3.10%) Atlassian Bamboo
10 14 (2.41%) Vagrant
11 11 (1.90%) Cucumber
11 11 (1.90%) Gradle
12 10 (1.72%) IntelliJ
12 10 (1.72%) SonarQube
13 9 (1.55%) CircleCI
14 8 (1.38%) GoCD
15 7 (1.21%) Maven
15 7 (1.21%) Postman
16 5 (0.86%) Visual Studio
17 4 (0.69%) Hudson
General
1 38 (6.55%) Finance
2 18 (3.10%) Public Sector
3 16 (2.76%) Games
4 15 (2.59%) Retail
5 14 (2.41%) Publishing
6 11 (1.90%) Marketing
7 10 (1.72%) Law
8 9 (1.55%) Banking
9 7 (1.21%) Advertising
10 4 (0.69%) Electronics
10 4 (0.69%) Manufacturing
10 4 (0.69%) Telecoms
11 3 (0.52%) Financial Institution
12 2 (0.34%) Automotive
13 1 (0.17%) Pharmaceutical
Job Titles
1 320 (55.17%) DevOps Engineer
2 182 (31.38%) AWS Engineer
3 151 (26.03%) AWS DevOps
3 151 (26.03%) AWS DevOps Engineer
4 85 (14.66%) Azure Engineer
5 57 (9.83%) Azure DevOps Engineer
6 53 (9.14%) Developer
7 52 (8.97%) Software Engineer
8 48 (8.28%) Platform Engineer
9 47 (8.10%) Azure DevOps
10 41 (7.07%) Cloud Engineer
11 34 (5.86%) Senior DevOps
11 34 (5.86%) Senior DevOps Engineer
12 26 (4.48%) Infrastructure Engineer
13 19 (3.28%) Java Developer
14 17 (2.93%) Data Engineer
15 15 (2.59%) Senior Infrastructure Engineer
16 11 (1.90%) Lead DevOps
17 10 (1.72%) Automation Engineer
18 9 (1.55%) Python Developer
Libraries, Frameworks & Software Standards
1 53 (9.14%) AngularJS
2 45 (7.76%) Vue.js
3 27 (4.66%) .NET
4 26 (4.48%) Node.js
5 16 (2.76%) Elastic Stack
5 16 (2.76%) Kafka
6 15 (2.59%) React
7 13 (2.24%) Web Services
8 12 (2.07%) .NET Core
9 11 (1.90%) CSS
9 11 (1.90%) HTML
10 10 (1.72%) OpenJDK
10 10 (1.72%) YAML
11 9 (1.55%) Spring
11 9 (1.55%) Spring Boot
12 8 (1.38%) REST
13 7 (1.21%) Java EE
13 7 (1.21%) RESTful
14 6 (1.03%) Dropwizard
14 6 (1.03%) Micronaut
Miscellaneous
1 49 (8.45%) Enterprise Cloud
2 48 (8.28%) Linux Command Line
3 38 (6.55%) Greenfield Project
4 35 (6.03%) Public Cloud
5 28 (4.83%) Cloud Native
6 10 (1.72%) e-Learning
6 10 (1.72%) Mobile App
7 9 (1.55%) Analytical Skills
8 6 (1.03%) Private Cloud
8 6 (1.03%) Self-Motivation
9 5 (0.86%) Data Centre
9 5 (0.86%) Enterprise Software
9 5 (0.86%) Virtual Team
10 4 (0.69%) Clustering
11 3 (0.52%) Blog
11 3 (0.52%) Hybrid Cloud
11 3 (0.52%) NHS
11 3 (0.52%) N-Tier
12 1 (0.17%) Data Structures
12 1 (0.17%) Video Conferencing
Operating Systems
1 251 (43.28%) Linux
2 65 (11.21%) Windows
3 43 (7.41%) Unix
4 31 (5.34%) Windows Server
5 24 (4.14%) Red Hat Enterprise Linux
6 12 (2.07%) Android
6 12 (2.07%) Apple iOS
7 11 (1.90%) CentOS
8 7 (1.21%) Ubuntu
9 6 (1.03%) Windows Server 2012
10 3 (0.52%) Windows Server 2016
Processes & Methodologies
1 451 (77.76%) DevOps
2 342 (58.97%) Agile Software Development
3 207 (35.69%) Infrastructure as Code
4 137 (23.62%) Configuration Management
5 129 (22.24%) Continuous Integration
6 124 (21.38%) Deployment Automation
7 106 (18.28%) Problem-Solving
8 93 (16.03%) Software Engineering
9 85 (14.66%) Scrum
10 79 (13.62%) Migration
11 56 (9.66%) TDD
12 52 (8.97%) Continuous Delivery
13 48 (8.28%) Mentoring
14 47 (8.10%) Analytics
15 46 (7.93%) Microservices
16 43 (7.41%) OOP
17 41 (7.07%) Infrastructure Engineering
17 41 (7.07%) Unit Testing
18 40 (6.90%) Don't repeat yourself (DRY)
18 40 (6.90%) Infrastructure Automation
Programming Languages
1 261 (45.00%) Python
2 169 (29.14%) Go
3 144 (24.83%) Ruby
4 138 (23.79%) Java
5 130 (22.41%) JavaScript
6 124 (21.38%) PowerShell
7 111 (19.14%) Bash Shell
8 110 (18.97%) C#
9 97 (16.72%) SQL
10 48 (8.28%) Groovy
11 47 (8.10%) Kotlin
11 47 (8.10%) Scala
12 45 (7.76%) TypeScript
13 43 (7.41%) PHP
14 40 (6.90%) C++
15 12 (2.07%) Shell Script
16 9 (1.55%) R
17 8 (1.38%) Perl
18 6 (1.03%) Java 8
19 5 (0.86%) Jython
Qualifications
1 60 (10.34%) AWS Certification
2 24 (4.14%) Security Cleared
3 19 (3.28%) SC Cleared
4 12 (2.07%) Degree
5 9 (1.55%) Microsoft Certification
6 7 (1.21%) VMware Certified Professional (VCP)
7 6 (1.03%) MCSA
7 6 (1.03%) MCSE
7 6 (1.03%) RHCE
8 3 (0.52%) Computer Science Degree
8 3 (0.52%) DV Cleared
Quality Assurance & Compliance
1 24 (4.14%) ISO/IEC 27001
2 8 (1.38%) GDPR
2 8 (1.38%) ISO 9001
3 6 (1.03%) Data Quality
4 5 (0.86%) SLA
5 2 (0.34%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
5 2 (0.34%) ISO/IEC 27005
5 2 (0.34%) NCSC
6 1 (0.17%) ISO 22301
6 1 (0.17%) QA
System Software
1 351 (60.52%) Docker
2 21 (3.62%) VMware Infrastructure
3 17 (2.93%) Active Directory
4 11 (1.90%) Hyper-V
5 7 (1.21%) HDFS
6 5 (0.86%) vSphere
7 3 (0.52%) Xen
7 3 (0.52%) zsh
8 2 (0.34%) Virtual Machines
8 2 (0.34%) VMware NSX
9 1 (0.17%) Gluster
9 1 (0.17%) GlusterFS
9 1 (0.17%) Virtual Servers
9 1 (0.17%) VMware ESXi
Systems Management
1 381 (65.69%) Kubernetes
2 237 (40.86%) Puppet
3 211 (36.38%) Opscode Chef
4 148 (25.52%) Ansible
5 53 (9.14%) Grafana
5 53 (9.14%) Prometheus
6 25 (4.31%) Packer
7 15 (2.59%) Graphite
8 13 (2.24%) Nagios
9 7 (1.21%) Hadoop YARN
9 7 (1.21%) Opsview
10 6 (1.03%) Consul
11 5 (0.86%) Docker Swarm
12 4 (0.69%) CFEngine
12 4 (0.69%) Failover Clustering
13 3 (0.52%) Microsoft Intune
13 3 (0.52%) SCCM
14 2 (0.34%) Graylog
14 2 (0.34%) HAProxy
14 2 (0.34%) WSUS
Vendors
1 87 (15.00%) SaltStack
2 47 (8.10%) New Relic
3 40 (6.90%) Microsoft
4 30 (5.17%) VMware
5 20 (3.45%) Google
6 18 (3.10%) Atlassian
6 18 (3.10%) Splunk
7 16 (2.76%) Red Hat
8 11 (1.90%) Oracle
9 10 (1.72%) Aquila
10 6 (1.03%) Apple
10 6 (1.03%) Hitachi
10 6 (1.03%) SAP
11 5 (0.86%) AppDynamics
11 5 (0.86%) Databricks
12 4 (0.69%) AlienVault
12 4 (0.69%) Fortinet
12 4 (0.69%) Snowplow
13 2 (0.34%) NetApp
13 2 (0.34%) Veeam