Period
to 13 November 2019

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 13 November 2019 with a comparison to the same period in the previous 2 years.

Terraform
England > East of England
6 months to
13 Nov 2019
Same period 2018 Same period 2017
Rank 208 276 340
Rank change year-on-year +68 +64 +23
Permanent jobs citing Terraform 65 59 22
As % of all permanent IT jobs advertised in the East of England 0.96% 0.58% 0.18%
As % of the Systems Management category 7.51% 5.20% 2.66%
Number of salaries quoted 43 36 18
East of England median annual salary £55,000 £65,000 £51,250
Median salary % change year-on-year -15.38% +26.83% -39.71%
10th Percentile £41,500 £39,720 £37,750
90th Percentile £74,500 £73,750 £85,000
England median annual salary £70,000 £65,000 £65,000
% change year-on-year +7.69% - +4.00%

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 865 1,135 826
As % of all permanent IT jobs advertised in the East of England 12.74% 11.08% 6.87%
Number of salaries quoted 670 786 684
East of England median annual salary £50,000 £50,000 £50,000
10th Percentile £28,500 £29,250 £30,000
90th Percentile £70,000 £72,500 £71,250
England median annual salary £60,000 £55,000 £53,730
% change year-on-year +9.09% +2.36% +7.46%

Terraform
Job Vacancy Trend in the East of England

Job postings citing Terraform as a percentage 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

This chart provides the 3-month moving average for salaries quoted in permanent IT 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

The salary distribution of IT jobs citing Terraform in the East of England over the 6 months to 13 November 2019.

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 13 November 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
Hertfordshire +54 23 £70,000 +3.70% 8
Cambridgeshire +28 23 £55,000 +25.37% 31
Bedfordshire +12 15 £47,500 +18.75% 1
Suffolk +13 3 £45,000 - 1
Norfolk -3 1 £45,000 +2.86% 2
Terraform
England

For the 6 months to 13 November 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 East of England region with a requirement for Terraform.

1 49 (75.38%) DevOps
2 46 (70.77%) Kubernetes
3 44 (67.69%) AWS
4 39 (60.00%) Ansible
4 39 (60.00%) Python
5 38 (58.46%) Linux
6 37 (56.92%) Agile Software Development
7 29 (44.62%) Docker
7 29 (44.62%) Azure
8 27 (41.54%) Infrastructure as Code
9 24 (36.92%) Puppet
10 23 (35.38%) CentOS
11 22 (33.85%) Opscode Chef
11 22 (33.85%) AWS CloudFormation
12 21 (32.31%) nginx
12 21 (32.31%) PowerShell
13 20 (30.77%) Bash Shell
14 18 (27.69%) Go
14 18 (27.69%) Configuration Management
15 17 (26.15%) PHP
15 17 (26.15%) Continuous Integration
15 17 (26.15%) Jenkins
15 17 (26.15%) Test Automation
15 17 (26.15%) GCP
16 16 (24.62%) Apache
17 15 (23.08%) MySQL
17 15 (23.08%) Ruby
17 15 (23.08%) Git (software)
18 14 (21.54%) Red Hat Enterprise Linux
18 14 (21.54%) Ubuntu

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 21 (32.31%) nginx
2 16 (24.62%) Apache
3 14 (21.54%) Tomcat
4 12 (18.46%) Elasticsearch
5 10 (15.38%) OpenStack
6 8 (12.31%) Cloud Foundry
6 8 (12.31%) CloudStack
7 4 (6.15%) SharePoint
Cloud Services
1 44 (67.69%) AWS
2 29 (44.62%) Azure
3 22 (33.85%) AWS CloudFormation
4 17 (26.15%) GCP
5 10 (15.38%) SaaS
6 8 (12.31%) DigitalOcean
6 8 (12.31%) Heroku
6 8 (12.31%) IaaS
6 8 (12.31%) PaaS
6 8 (12.31%) Serverless
7 6 (9.23%) Amazon Kinesis
7 6 (9.23%) OpenShift
8 5 (7.69%) Amazon CloudWatch
8 5 (7.69%) Cloud Computing
8 5 (7.69%) GitHub
9 4 (6.15%) Amazon EC2
9 4 (6.15%) Amazon S3
9 4 (6.15%) Office 365
9 4 (6.15%) OneDrive
10 3 (4.62%) AWS Lambda
Communications & Networking
1 10 (15.38%) DNS
1 10 (15.38%) TCP/IP
2 9 (13.85%) DHCP
3 8 (12.31%) VPN
4 6 (9.23%) HTTP
4 6 (9.23%) SSL
4 6 (9.23%) VRRP
4 6 (9.23%) Wi-Fi
5 4 (6.15%) BIG-IP
5 4 (6.15%) Cisco Nexus
5 4 (6.15%) FabricPath
5 4 (6.15%) Internet
5 4 (6.15%) VLAN
6 1 (1.54%) Broadband
6 1 (1.54%) SMTP
6 1 (1.54%) SNMP
Database & Business Intelligence
1 15 (23.08%) MySQL
2 10 (15.38%) PostgreSQL
3 8 (12.31%) Apache Cassandra
3 8 (12.31%) MongoDB
4 7 (10.77%) BigQuery
5 6 (9.23%) Azure SQL Database
5 6 (9.23%) Relational Database
5 6 (9.23%) SQL Server
6 5 (7.69%) Big Data
6 5 (7.69%) Redis
7 3 (4.62%) Amazon DynamoDB
8 2 (3.08%) Amazon Athena
8 2 (3.08%) Amazon Redshift
8 2 (3.08%) ArangoDB
9 1 (1.54%) Data Lake
9 1 (1.54%) Hadoop
Development Applications
1 17 (26.15%) Jenkins
2 15 (23.08%) Git (software)
3 6 (9.23%) JIRA
4 5 (7.69%) Bitbucket
4 5 (7.69%) Mercurial
5 4 (6.15%) Octopus Deploy
5 4 (6.15%) Sonatype Nexus
5 4 (6.15%) Visual Studio Team System
6 3 (4.62%) Pylint
6 3 (4.62%) Robot Framework
7 2 (3.08%) Artifactory
7 2 (3.08%) Atlassian Bamboo
7 2 (3.08%) CircleCI
7 2 (3.08%) GitLab
General
1 8 (12.31%) Finance
2 7 (10.77%) Retail
3 5 (7.69%) Legal
4 3 (4.62%) Banking
5 1 (1.54%) Electronics
5 1 (1.54%) Telecoms
Job Titles
1 29 (44.62%) DevOps Engineer
2 17 (26.15%) Linux Engineer
3 13 (20.00%) Developer
4 10 (15.38%) Linux DevOps Engineer
4 10 (15.38%) Linux/Unix DevOps
5 9 (13.85%) Cloud Engineer
6 7 (10.77%) AWS Engineer
6 7 (10.77%) Lead DevOps
6 7 (10.77%) Lead DevOps Engineer
6 7 (10.77%) Senior Developer
7 5 (7.69%) AWS DevOps
7 5 (7.69%) AWS DevOps Engineer
7 5 (7.69%) Infrastructure Engineer
7 5 (7.69%) Systems Engineer
7 5 (7.69%) Technical Leader
8 4 (6.15%) DevOps Systems Engineer
8 4 (6.15%) Linux Systems Engineer
8 4 (6.15%) Node.js Developer
8 4 (6.15%) Python Developer
8 4 (6.15%) Python Engineer
Libraries, Frameworks & Software Standards
1 14 (21.54%) LEMP Stack
2 10 (15.38%) LAMP
3 9 (13.85%) Elastic Stack
4 8 (12.31%) Kafka
4 8 (12.31%) React
5 7 (10.77%) AngularJS
5 7 (10.77%) Laravel
6 6 (9.23%) Node.js
7 5 (7.69%) jQuery
8 3 (4.62%) NumPy
8 3 (4.62%) pytest
9 2 (3.08%) JSON
9 2 (3.08%) Swagger
9 2 (3.08%) Web Services
9 2 (3.08%) YAML
10 1 (1.54%) .NET
10 1 (1.54%) ASP.NET
10 1 (1.54%) CSS
10 1 (1.54%) HTML
10 1 (1.54%) XML
Miscellaneous
1 10 (15.38%) Analytical Skills
1 10 (15.38%) Renewable Energy
2 6 (9.23%) PKI
3 5 (7.69%) Hybrid Cloud
3 5 (7.69%) Mobile App
4 4 (6.15%) Foreign Exchange (FX)
5 3 (4.62%) Management Information System
5 3 (4.62%) Self-Motivation
6 1 (1.54%) Cloud Native
6 1 (1.54%) Enterprise Software
6 1 (1.54%) Private Cloud
6 1 (1.54%) Public Cloud
6 1 (1.54%) Security Operations Centre
Operating Systems
1 38 (58.46%) Linux
2 23 (35.38%) CentOS
3 14 (21.54%) Red Hat Enterprise Linux
3 14 (21.54%) Ubuntu
4 6 (9.23%) Solaris
4 6 (9.23%) Windows
5 5 (7.69%) SUSE
5 5 (7.69%) Windows Server
5 5 (7.69%) Windows Server 2012
6 2 (3.08%) Unix
7 1 (1.54%) Debian
Processes & Methodologies
1 49 (75.38%) DevOps
2 37 (56.92%) Agile Software Development
3 27 (41.54%) Infrastructure as Code
4 18 (27.69%) Configuration Management
5 17 (26.15%) Continuous Integration
5 17 (26.15%) Test Automation
6 13 (20.00%) High Availability
6 13 (20.00%) Infrastructure Engineering
7 12 (18.46%) Microservices
7 12 (18.46%) Problem-Solving
8 11 (16.92%) Analytics
8 11 (16.92%) Continuous Delivery
9 10 (15.38%) Continuous Deployment
9 10 (15.38%) Infrastructure Automation
9 10 (15.38%) Workflow
10 9 (13.85%) Scrum
11 8 (12.31%) Computer Science
11 8 (12.31%) Network Design
11 8 (12.31%) Open Source
11 8 (12.31%) Unit Testing
Programming Languages
1 39 (60.00%) Python
2 21 (32.31%) PowerShell
3 20 (30.77%) Bash Shell
4 18 (27.69%) Go
5 17 (26.15%) PHP
6 15 (23.08%) Ruby
7 10 (15.38%) Perl
8 9 (13.85%) PHP 5
8 9 (13.85%) PHP 7
9 7 (10.77%) Java
10 6 (9.23%) SQL
11 2 (3.08%) C
11 2 (3.08%) C#
11 2 (3.08%) Groovy
12 1 (1.54%) C++
12 1 (1.54%) JavaScript
Qualifications
1 7 (10.77%) Degree
2 5 (7.69%) Computer Science Degree
3 1 (1.54%) AWS Certification
Quality Assurance & Compliance
1 6 (9.23%) ISO/IEC 27001
2 3 (4.62%) PCI DSS
3 1 (1.54%) GDPR
3 1 (1.54%) QA
System Software
1 29 (44.62%) Docker
2 9 (13.85%) VMware Infrastructure
3 7 (10.77%) Hyper-V
4 6 (9.23%) Active Directory
5 4 (6.15%) KVM
5 4 (6.15%) VMware NSX
5 4 (6.15%) vSphere
6 3 (4.62%) LXC
7 1 (1.54%) Slurm Workload Manager
7 1 (1.54%) Virtual Machines
Systems Management
1 46 (70.77%) Kubernetes
2 39 (60.00%) Ansible
3 24 (36.92%) Puppet
4 22 (33.85%) Opscode Chef
5 9 (13.85%) Packer
6 8 (12.31%) Prometheus
7 7 (10.77%) HAProxy
8 6 (9.23%) Nagios
8 6 (9.23%) yum
9 5 (7.69%) SCCM
9 5 (7.69%) SCOM
10 4 (6.15%) Docker Swarm
10 4 (6.15%) Kibana
10 4 (6.15%) logstash
10 4 (6.15%) Rsyslog
10 4 (6.15%) SCOrch
10 4 (6.15%) vRealize
11 1 (1.54%) Mesos
11 1 (1.54%) Red Hat Satellite
Vendors
1 12 (18.46%) VMware
2 8 (12.31%) Rackspace
3 6 (9.23%) Sybase
4 5 (7.69%) Dynatrace
4 5 (7.69%) Microsoft
5 4 (6.15%) Cisco
5 4 (6.15%) F5
6 2 (3.08%) Red Hat
7 1 (1.54%) Google
7 1 (1.54%) Splunk