Period
to 29 November 2021

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 29 November 2021 with a comparison to the same period in the previous 2 years.

Terraform
England > East of England
6 months to
29 Nov 2021
Same period 2020 Same period 2019
Rank 126 51 210
Rank change year-on-year -75 +159 +56
Permanent jobs citing Terraform 122 86 57
As % of all permanent jobs advertised in the East of England 2.15% 4.46% 0.84%
As % of the Systems Management category 19.12% 32.33% 6.67%
Number of salaries quoted 94 75 38
10th Percentile £47,500 " £42,125
25th Percentile £52,500 £42,500 £50,000
Median annual salary (50th Percentile) £65,000 £55,000 £60,000
Median % change year-on-year +18.18% -8.33% -7.69%
75th Percentile £80,000 £71,250 £72,500
90th Percentile £94,125 £79,900 £81,250
England median annual salary £75,000 £65,000 £72,500
% change year-on-year +15.38% -10.34% +11.54%

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 638 266 854
As % of all permanent IT jobs advertised in the East of England 11.22% 13.78% 12.66%
Number of salaries quoted 394 219 660
10th Percentile £24,000 £26,500 £28,500
25th Percentile £32,750 £40,750 £37,000
Median annual salary (50th Percentile) £54,375 £50,000 £50,000
Median % change year-on-year +8.75% - -
75th Percentile £67,500 £69,375 £61,250
90th Percentile £77,500 £77,500 £72,500
England median annual salary £67,500 £62,500 £60,000
% change year-on-year +8.00% +4.17% +9.09%

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 29 November 2021.

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 29 November 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
Cambridgeshire -29 60 £77,750 +72.78% 30
Hertfordshire -56 34 £60,000 - 25
Essex -34 19 £67,500 - 6
Suffolk -16 9 £40,000 -25.58%
Bedfordshire -9 8 £60,000 +9.09% 3
Norfolk -27 1 £55,000 +4.76%
Terraform
England

For the 6 months to 29 November 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 East of England region with a requirement for Terraform.

1 98 (80.33%) DevOps
2 74 (60.66%) Kubernetes
3 71 (58.20%) AWS
4 68 (55.74%) Python
5 53 (43.44%) Jenkins
6 52 (42.62%) Azure
7 46 (37.70%) Docker
8 45 (36.89%) Agile Software Development
9 44 (36.07%) PowerShell
10 43 (35.25%) Ansible
11 38 (31.15%) Linux
12 35 (28.69%) Java
12 35 (28.69%) Serverless
13 34 (27.87%) Social Skills
14 33 (27.05%) Infrastructure as Code
15 31 (25.41%) JavaScript
16 29 (23.77%) SQL
17 22 (18.03%) Microservices
18 20 (16.39%) Full Stack Development
18 20 (16.39%) TDD
18 20 (16.39%) Scrum
18 20 (16.39%) Git (software)
18 20 (16.39%) Open Source
18 20 (16.39%) Analytics
19 19 (15.57%) Artificial Intelligence
19 19 (15.57%) Software Engineering
19 19 (15.57%) C#
19 19 (15.57%) Microsoft
19 19 (15.57%) AWS CloudFormation
20 18 (14.75%) React

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 18 (14.75%) OpenStack
2 16 (13.11%) Apache Spark
3 14 (11.48%) Apache
4 10 (8.20%) Apache Solr
5 8 (6.56%) Confluence
6 5 (4.10%) Elasticsearch
7 4 (3.28%) Apache Airflow
8 2 (1.64%) Oracle Application Server
9 1 (0.82%) Drupal
9 1 (0.82%) Oracle Workflow
9 1 (0.82%) Traefik
Cloud Services
1 71 (58.20%) AWS
2 52 (42.62%) Azure
3 35 (28.69%) Serverless
4 19 (15.57%) AWS CloudFormation
5 15 (12.30%) AWS Lambda
6 13 (10.66%) GitHub
6 13 (10.66%) SaaS
7 12 (9.84%) Amazon EKS
8 11 (9.02%) GCP
9 10 (8.20%) Amazon ECS
10 6 (4.92%) Amazon CloudWatch
10 6 (4.92%) Virtual Private Cloud
11 5 (4.10%) Amazon EC2
11 5 (4.10%) Amazon S3
11 5 (4.10%) AWS CodeCommit
11 5 (4.10%) Cloudflare
12 4 (3.28%) Amazon SQS
12 4 (3.28%) AWS Step Functions
12 4 (3.28%) Azure Event Grid
12 4 (3.28%) IaaS
Communications & Networking
1 7 (5.74%) Firewall
1 7 (5.74%) VPN
2 6 (4.92%) DNS
3 4 (3.28%) Cisco IPT
4 3 (2.46%) WAN
5 2 (1.64%) BGP
5 2 (1.64%) Cisco ASA
5 2 (1.64%) Cisco Firepower
5 2 (1.64%) Cisco IOS
5 2 (1.64%) Cisco ISE
5 2 (1.64%) DSL
5 2 (1.64%) F5 BIG-IP LTM
5 2 (1.64%) MPLS
5 2 (1.64%) NetScaler
5 2 (1.64%) NX-OS
5 2 (1.64%) OSPF
5 2 (1.64%) SD-WAN
5 2 (1.64%) VPLS
5 2 (1.64%) WLAN
6 1 (0.82%) Remote Desktop
Database & Business Intelligence
1 16 (13.11%) Hadoop
2 14 (11.48%) Amazon DynamoDB
2 14 (11.48%) Amazon Redshift
2 14 (11.48%) NoSQL
3 12 (9.84%) Apache Cassandra
3 12 (9.84%) PostgreSQL
4 11 (9.02%) SQL Server
5 10 (8.20%) Amazon Aurora
5 10 (8.20%) ClickHouse
6 7 (5.74%) Relational Database
7 5 (4.10%) MySQL
8 4 (3.28%) Amazon Athena
8 4 (3.28%) Amazon RDS
8 4 (3.28%) Big Data
8 4 (3.28%) Data Lake
8 4 (3.28%) Electronic Patient Records
8 4 (3.28%) MongoDB
9 3 (2.46%) RDBMS
10 2 (1.64%) Azure SQL Database
10 2 (1.64%) Redis
Development Applications
1 53 (43.44%) Jenkins
2 20 (16.39%) Git (software)
3 10 (8.20%) JIRA
4 4 (3.28%) Subversion
5 2 (1.64%) GitLab
5 2 (1.64%) Maven
5 2 (1.64%) SonarQube
5 2 (1.64%) Sonatype Nexus
6 1 (0.82%) CircleCI
6 1 (0.82%) Emacs
6 1 (0.82%) MLflow
6 1 (0.82%) Octopus Deploy
6 1 (0.82%) RStudio
6 1 (0.82%) TeamCity
6 1 (0.82%) Terragrunt
6 1 (0.82%) Visual Studio
General
1 34 (27.87%) Social Skills
2 14 (11.48%) Manufacturing
3 11 (9.02%) Games
4 10 (8.20%) Influencing Skills
5 8 (6.56%) Finance
6 5 (4.10%) Marketing
7 4 (3.28%) Law
7 4 (3.28%) Public Sector
8 3 (2.46%) Telecoms
9 2 (1.64%) Police
9 2 (1.64%) Retail
10 1 (0.82%) Analytical Skills
10 1 (0.82%) Documentation Skills
10 1 (0.82%) Pharmaceutical
10 1 (0.82%) Publishing
Job Titles
1 33 (27.05%) DevOps Engineer
2 20 (16.39%) Developer
3 15 (12.30%) Cloud Engineer
3 15 (12.30%) Lead DevOps
4 12 (9.84%) Full Stack Developer
5 11 (9.02%) Senior DevOps
5 11 (9.02%) Senior DevOps Engineer
6 9 (7.38%) DevOps Manager
6 9 (7.38%) Operations Engineer
7 8 (6.56%) AWS Engineer
7 8 (6.56%) Head of DevOps
8 7 (5.74%) AWS DevOps
8 7 (5.74%) Junior
9 6 (4.92%) Java Developer
9 6 (4.92%) Junior DevOps
9 6 (4.92%) Junior DevOps Engineer
9 6 (4.92%) Security Engineer
9 6 (4.92%) Software Engineer
10 5 (4.10%) AWS Specialist
10 5 (4.10%) Senior Developer
Libraries, Frameworks & Software Standards
1 18 (14.75%) React
2 16 (13.11%) .NET
3 13 (10.66%) Elastic Stack
4 10 (8.20%) Node.js
4 10 (8.20%) Shiny
5 9 (7.38%) REST
5 9 (7.38%) Web Services
6 7 (5.74%) AngularJS
6 7 (5.74%) Apache Camel
6 7 (5.74%) Spring
6 7 (5.74%) Spring Boot
7 5 (4.10%) HTML
8 4 (3.28%) ActiveMQ
8 4 (3.28%) ASP.NET Web API
8 4 (3.28%) Boost C++ Libraries
8 4 (3.28%) Kafka
8 4 (3.28%) Protocol Buffers
8 4 (3.28%) RabbitMQ
9 3 (2.46%) ADO
9 3 (2.46%) Java EE
Miscellaneous
1 11 (9.02%) Cloud Native
2 7 (5.74%) Social Media
3 6 (4.92%) Algorithms
3 6 (4.92%) Life Science
4 4 (3.28%) Hybrid Cloud
5 3 (2.46%) Data Centre
5 3 (2.46%) Private Cloud
5 3 (2.46%) Public Cloud
6 2 (1.64%) Biotechnology
6 2 (1.64%) Blog
6 2 (1.64%) Greenfield Project
6 2 (1.64%) NHS
6 2 (1.64%) Self-Motivation
7 1 (0.82%) Clustering
7 1 (0.82%) Enterprise Software
7 1 (0.82%) Legacy Systems
7 1 (0.82%) Online Games
7 1 (0.82%) Raspberry Pi
7 1 (0.82%) Virtual Team
Operating Systems
1 38 (31.15%) Linux
2 18 (14.75%) Windows
3 9 (7.38%) Red Hat Enterprise Linux
4 8 (6.56%) Windows Server
5 6 (4.92%) Ubuntu
6 4 (3.28%) CentOS
6 4 (3.28%) Unix
7 2 (1.64%) AIX
7 2 (1.64%) Solaris
8 1 (0.82%) Debian
8 1 (0.82%) VMS
Processes & Methodologies
1 98 (80.33%) DevOps
2 45 (36.89%) Agile Software Development
3 33 (27.05%) Infrastructure as Code
4 22 (18.03%) Microservices
5 20 (16.39%) Analytics
5 20 (16.39%) Full Stack Development
5 20 (16.39%) Open Source
5 20 (16.39%) Scrum
5 20 (16.39%) TDD
6 19 (15.57%) Artificial Intelligence
6 19 (15.57%) Software Engineering
7 18 (14.75%) Configuration Management
7 18 (14.75%) Data Science
8 16 (13.11%) Computer Science
8 16 (13.11%) Continuous Integration
9 15 (12.30%) Mentoring
10 12 (9.84%) Continuous Improvement
10 12 (9.84%) Problem-Solving
11 11 (9.02%) Load Balancing
11 11 (9.02%) Visualisation
Programming Languages
1 68 (55.74%) Python
2 44 (36.07%) PowerShell
3 35 (28.69%) Java
4 31 (25.41%) JavaScript
5 29 (23.77%) SQL
6 19 (15.57%) C#
7 16 (13.11%) Bash Shell
8 11 (9.02%) Ruby
9 10 (8.20%) R
10 8 (6.56%) Perl
11 7 (5.74%) Java 11
11 7 (5.74%) Java 8
12 6 (4.92%) C
12 6 (4.92%) Groovy
13 5 (4.10%) C++
13 5 (4.10%) TypeScript
14 4 (3.28%) Scala
15 2 (1.64%) Go
15 2 (1.64%) Jython
15 2 (1.64%) PL/SQL
Qualifications
1 15 (12.30%) Degree
2 11 (9.02%) Computer Science Degree
3 8 (6.56%) Security Cleared
4 7 (5.74%) PhD
4 7 (5.74%) SC Cleared
5 6 (4.92%) Cisco Certification
6 5 (4.10%) AWS Certification
7 4 (3.28%) (ISC)2 CCSP
7 4 (3.28%) CISSP
7 4 (3.28%) MCSA
7 4 (3.28%) Microsoft Certification
8 2 (1.64%) CCNP
8 2 (1.64%) OCP
8 2 (1.64%) Oracle Certification
8 2 (1.64%) RHCE
8 2 (1.64%) RHCSA
9 1 (0.82%) DBS Check
9 1 (0.82%) Master's Degree
9 1 (0.82%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 6 (4.92%) GxP
2 5 (4.10%) QA
3 4 (3.28%) ISO/IEC 27001
4 2 (1.64%) DICOM
System Software
1 46 (37.70%) Docker
2 10 (8.20%) Apache ZooKeeper
3 8 (6.56%) Active Directory
3 8 (6.56%) VMware Infrastructure
4 5 (4.10%) Hyper-V
4 5 (4.10%) Virtual Machines
5 1 (0.82%) KVM
5 1 (0.82%) Shibboleth
5 1 (0.82%) Virtual Desktop
5 1 (0.82%) VMware Workstation
5 1 (0.82%) vSphere
Systems Management
1 74 (60.66%) Kubernetes
2 43 (35.25%) Ansible
3 17 (13.93%) Puppet
4 10 (8.20%) Mesos
4 10 (8.20%) Opscode Chef
5 7 (5.74%) Kubeflow
6 6 (4.92%) Packer
7 5 (4.10%) Consul
7 5 (4.10%) Grafana
8 4 (3.28%) HP Fortify
9 3 (2.46%) Docker Swarm
9 3 (2.46%) Nagios
9 3 (2.46%) Prometheus
10 2 (1.64%) Data Guard
10 2 (1.64%) Galera Cluster
10 2 (1.64%) HAProxy
10 2 (1.64%) Oracle RMAN
10 2 (1.64%) Single Sign-On
10 2 (1.64%) ZABBIX
11 1 (0.82%) Icinga
Vendors
1 19 (15.57%) Microsoft
2 14 (11.48%) VMware
3 9 (7.38%) Google
3 9 (7.38%) Oracle
4 8 (6.56%) Red Hat
5 7 (5.74%) Facebook
5 7 (5.74%) Pega
5 7 (5.74%) WSO2
6 5 (4.10%) Citrix
7 4 (3.28%) Databricks
8 3 (2.46%) SaltStack
8 3 (2.46%) Splunk
9 2 (1.64%) Atlassian
9 2 (1.64%) Barracuda Networks
9 2 (1.64%) Blue Coat
9 2 (1.64%) CheckPoint
9 2 (1.64%) Cisco
9 2 (1.64%) F5
9 2 (1.64%) Imperva
9 2 (1.64%) Infoblox