Period
to 3 July 2020

The following table provides summary statistics for permanent job vacancies advertised in the East 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 3 July 2020 with a comparison to the same period in the previous 2 years.

Terraform
England > East of England
6 months to
3 Jul 2020
Same period 2019 Same period 2018
Rank 123 179 306
Rank change year-on-year +56 +127 +33
Permanent jobs citing Terraform 67 102 60
As % of all permanent jobs advertised in the East of England 1.84% 1.34% 0.48%
As % of the Systems Management category 17.77% 11.17% 5.12%
Number of salaries quoted 52 78 28
Median annual salary £55,000 £55,000 £51,250
Median salary % change year-on-year - +7.32% +20.59%
10th Percentile £37,513 £36,250 £31,250
90th Percentile £94,875 £73,250 £63,625
England median annual salary £70,000 £70,000 £65,000
% change year-on-year - +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 East of England with a requirement for systems management skills.

All Systems Management Skills
East of England
Permanent vacancies with a requirement for systems management skills 377 913 1,172
As % of all permanent IT jobs advertised in the East of England 10.36% 11.99% 9.46%
Number of salaries quoted 289 684 850
Median annual salary £50,000 £50,000 £50,000
10th Percentile £33,950 £28,500 £30,000
90th Percentile £82,500 £70,000 £71,250
England median annual salary £62,500 £60,000 £55,000
% change year-on-year +4.17% +9.09% +4.76%

Terraform
Job Vacancy Trend in the East of England

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

Job vacancy trend for Terraform in the East of England

Terraform
Salary Trend in the East of England

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

Salary trend for Terraform in the East of England

Terraform
Salary Histogram in the East of England

Salary distribution for jobs citing Terraform in the East of England over the 6 months to 3 July 2020.

Salary histogram for Terraform in the East of England

Terraform
Job Locations in the East 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 East of England region over the 6 months to 3 July 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
Essex +12 24 £65,000 +42.57% 3
Cambridgeshire +56 19 £50,000 -9.09% 11
Hertfordshire +56 14 £57,500 -20.69% 10
Suffolk +18 6 £90,000 +50.00%
Norfolk +10 4 £55,000 +15.79%
Terraform
England

For the 6 months to 3 July 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 East of England region with a requirement for Terraform.

1 50 (74.63%) DevOps
2 37 (55.22%) AWS
3 33 (49.25%) Python
4 30 (44.78%) Kubernetes
5 29 (43.28%) Infrastructure as Code
6 27 (40.30%) Azure
6 27 (40.30%) Docker
7 25 (37.31%) Linux
8 24 (35.82%) Bash Shell
8 24 (35.82%) Ansible
9 21 (31.34%) Agile Software Development
10 19 (28.36%) Windows
11 16 (23.88%) PowerShell
12 13 (19.40%) GCP
13 12 (17.91%) React
13 12 (17.91%) Firewall
13 12 (17.91%) Google
14 10 (14.93%) Public Cloud
14 10 (14.93%) Cloud Native
14 10 (14.93%) Relational Database
14 10 (14.93%) New Relic
14 10 (14.93%) Jenkins
15 9 (13.43%) VMware Infrastructure
15 9 (13.43%) Continuous Integration
15 9 (13.43%) Hyper-V
15 9 (13.43%) Test Automation
15 9 (13.43%) VMware
15 9 (13.43%) Java
16 8 (11.94%) .NET
16 8 (11.94%) MySQL

Terraform
Co-occurring IT Skills in the East 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 7 (10.45%) Elasticsearch
1 7 (10.45%) nginx
2 3 (4.48%) IIS
3 2 (2.99%) Apache
3 2 (2.99%) Apache Solr
3 2 (2.99%) Confluence
Cloud Services
1 37 (55.22%) AWS
2 27 (40.30%) Azure
3 13 (19.40%) GCP
4 8 (11.94%) AWS CloudFormation
5 4 (5.97%) PaaS
5 4 (5.97%) Serverless
6 3 (4.48%) Amazon SQS
6 3 (4.48%) Loggly
6 3 (4.48%) Sumo Logic
7 2 (2.99%) Amazon EKS
7 2 (2.99%) AWS Lambda
7 2 (2.99%) Azure ExpressRoute
7 2 (2.99%) GitHub
7 2 (2.99%) OpenShift
7 2 (2.99%) SaaS
7 2 (2.99%) Virtual Private Cloud
8 1 (1.49%) Amazon EC2
8 1 (1.49%) Datadog
8 1 (1.49%) IaaS
8 1 (1.49%) Kong
Communications & Networking
1 12 (17.91%) Firewall
2 8 (11.94%) Network Security
3 4 (5.97%) TCP/IP
3 4 (5.97%) VPN
4 2 (2.99%) BGP
4 2 (2.99%) Cisco ASA
4 2 (2.99%) Cisco IOS
4 2 (2.99%) Cisco ISE
4 2 (2.99%) DHCP
4 2 (2.99%) DNS
4 2 (2.99%) F5 BIG-IP LTM
4 2 (2.99%) IPv4
4 2 (2.99%) IPv6
4 2 (2.99%) Junos
4 2 (2.99%) NetScaler
4 2 (2.99%) NX-OS
4 2 (2.99%) OSPF
4 2 (2.99%) VPLS
4 2 (2.99%) WAN
4 2 (2.99%) WLAN
Database & Business Intelligence
1 10 (14.93%) Relational Database
2 8 (11.94%) MySQL
3 7 (10.45%) MongoDB
4 6 (8.96%) PostgreSQL
5 5 (7.46%) Redis
6 3 (4.48%) SQL Server
7 2 (2.99%) BigQuery
7 2 (2.99%) NoSQL
7 2 (2.99%) RDBMS
8 1 (1.49%) Amazon Athena
8 1 (1.49%) Amazon DynamoDB
8 1 (1.49%) Amazon Redshift
8 1 (1.49%) Data Warehouse
8 1 (1.49%) Enterprise Data Warehouse
Development Applications
1 10 (14.93%) Jenkins
2 5 (7.46%) Git (software)
2 5 (7.46%) JIRA
3 4 (5.97%) Selenium
3 4 (5.97%) TeamCity
3 4 (5.97%) Vagrant
4 3 (4.48%) Atlassian Bamboo
4 3 (4.48%) Bitbucket
4 3 (4.48%) GitLab
4 3 (4.48%) Octopus Deploy
5 2 (2.99%) Mocha
5 2 (2.99%) SonarQube
5 2 (2.99%) webpack
6 1 (1.49%) CircleCI
6 1 (1.49%) Flyway
6 1 (1.49%) Maven
6 1 (1.49%) Spinnaker
6 1 (1.49%) Subversion
6 1 (1.49%) Team Foundation Server
6 1 (1.49%) Visual Studio
General
1 4 (5.97%) Finance
2 2 (2.99%) Back Office
3 1 (1.49%) Games
Job Titles
1 17 (25.37%) DevOps Engineer
2 15 (22.39%) Developer
3 14 (20.90%) Cloud Engineer
4 13 (19.40%) AWS Engineer
5 8 (11.94%) Security Engineer
6 6 (8.96%) PHP Developer
7 5 (7.46%) Head of DevOps
7 5 (7.46%) IT Engineer
7 5 (7.46%) Lead Developer
7 5 (7.46%) Lead PHP Developer
7 5 (7.46%) Linux Engineer
8 4 (5.97%) AWS DevOps
8 4 (5.97%) AWS DevOps Engineer
8 4 (5.97%) Infrastructure Engineer
8 4 (5.97%) Operations Engineer
9 3 (4.48%) Python Engineer
9 3 (4.48%) Sitecore Developer
10 2 (2.99%) IT Support
10 2 (2.99%) Linux DevOps Engineer
10 2 (2.99%) Node.js Developer
Libraries, Frameworks & Software Standards
1 12 (17.91%) React
2 8 (11.94%) .NET
2 8 (11.94%) AngularJS
2 8 (11.94%) Node.js
3 6 (8.96%) Laravel
4 5 (7.46%) CodeIgniter
4 5 (7.46%) RabbitMQ
4 5 (7.46%) Symfony
5 4 (5.97%) Express
5 4 (5.97%) Web Services
6 3 (4.48%) ASP.NET
6 3 (4.48%) HTML
6 3 (4.48%) HTML5
6 3 (4.48%) Jest
6 3 (4.48%) Twitter Bootstrap
7 2 (2.99%) GraphQL
7 2 (2.99%) pytest
7 2 (2.99%) Redux
7 2 (2.99%) RESTful
7 2 (2.99%) Vue.js
Miscellaneous
1 10 (14.93%) Cloud Native
1 10 (14.93%) Public Cloud
2 8 (11.94%) Virtual Team
3 2 (2.99%) Life Science
3 2 (2.99%) Linux Command Line
3 2 (2.99%) Self-Motivation
3 2 (2.99%) User Experience
4 1 (1.49%) Clustering
4 1 (1.49%) Greenfield Project
4 1 (1.49%) Robotics
Operating Systems
1 25 (37.31%) Linux
2 19 (28.36%) Windows
3 8 (11.94%) Unix
4 6 (8.96%) Windows Server
5 4 (5.97%) Mac OS
6 2 (2.99%) Android
6 2 (2.99%) Ubuntu
7 1 (1.49%) CentOS
Processes & Methodologies
1 50 (74.63%) DevOps
2 29 (43.28%) Infrastructure as Code
3 21 (31.34%) Agile Software Development
4 9 (13.43%) Continuous Integration
4 9 (13.43%) Test Automation
5 8 (11.94%) Data Security
5 8 (11.94%) Identity Access Management
5 8 (11.94%) Problem-Solving
6 7 (10.45%) Infrastructure Automation
7 6 (8.96%) Configuration Management
7 6 (8.96%) Continuous Delivery
7 6 (8.96%) Migration
7 6 (8.96%) MVC
8 5 (7.46%) Artificial Intelligence
8 5 (7.46%) Data Science
8 5 (7.46%) Infrastructure Engineering
8 5 (7.46%) Machine Learning
8 5 (7.46%) Open Source
8 5 (7.46%) Scrum
9 4 (5.97%) Sprint Review
Programming Languages
1 33 (49.25%) Python
2 24 (35.82%) Bash Shell
3 16 (23.88%) PowerShell
4 9 (13.43%) Java
5 7 (10.45%) JavaScript
6 6 (8.96%) PHP
7 3 (4.48%) Go
7 3 (4.48%) SQL
8 2 (2.99%) C#
9 1 (1.49%) Shell Script
9 1 (1.49%) TypeScript
Qualifications
1 8 (11.94%) CCSP
1 8 (11.94%) Cisco Certification
2 1 (1.49%) AWS Certification
2 1 (1.49%) Computer Science Degree
2 1 (1.49%) Degree
2 1 (1.49%) VCP6
2 1 (1.49%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 4 (5.97%) ISO/IEC 27001
System Software
1 27 (40.30%) Docker
2 9 (13.43%) Hyper-V
2 9 (13.43%) VMware Infrastructure
3 6 (8.96%) Xen
4 5 (7.46%) Active Directory
5 3 (4.48%) iptables
6 2 (2.99%) XenApp
6 2 (2.99%) XenDesktop
7 1 (1.49%) VMware NSX
7 1 (1.49%) vSphere
7 1 (1.49%) zsh
Systems Management
1 30 (44.78%) Kubernetes
2 24 (35.82%) Ansible
3 8 (11.94%) Prometheus
4 6 (8.96%) Grafana
4 6 (8.96%) Opscode Chef
4 6 (8.96%) Puppet
5 5 (7.46%) Graylog
6 4 (5.97%) Graphite
7 1 (1.49%) Bareos
7 1 (1.49%) Kibana
7 1 (1.49%) Opsgenie
7 1 (1.49%) StatsD
7 1 (1.49%) vRealize
Vendors
1 12 (17.91%) Google
2 10 (14.93%) New Relic
3 9 (13.43%) VMware
4 6 (8.96%) Percona
5 5 (7.46%) Cisco
5 5 (7.46%) Juniper
6 3 (4.48%) Microsoft
6 3 (4.48%) SaltStack
6 3 (4.48%) Sitecore
6 3 (4.48%) SonicWALL
7 2 (2.99%) Atlassian
7 2 (2.99%) Barracuda Networks
7 2 (2.99%) Blue Coat
7 2 (2.99%) Citrix
7 2 (2.99%) Coveo
7 2 (2.99%) F5
7 2 (2.99%) Imperva
7 2 (2.99%) Infoblox
7 2 (2.99%) SolarWinds
7 2 (2.99%) Zscaler