Period
to 19 July 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 19 July 2019 with a comparison to the same period in the previous 2 years.

Terraform
England > East of England
6 months to
19 Jul 2019
Same period 2018 Same period 2017
Rank 180 295 342
Rank change year-on-year +115 +47 +39
Permanent jobs citing Terraform 103 66 30
As % of all permanent IT jobs advertised in the East of England 1.37% 0.55% 0.24%
As % of the Systems Management category 11.51% 5.71% 3.47%
Number of salaries quoted 81 30 14
East of England median annual salary £55,000 £51,250 £47,750
Median salary % change year-on-year +7.32% +7.33% -43.82%
10th Percentile £36,250 £31,250 £31,250
90th Percentile £72,500 £66,625 £75,250
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 895 1,155 865
As % of all permanent IT jobs advertised in the East of England 11.93% 9.58% 6.93%
Number of salaries quoted 687 830 636
East of England median annual salary £50,000 £50,000 £47,250
Median salary % change year-on-year - +5.82% +1.61%
10th Percentile £28,500 £30,000 £27,750
90th Percentile £70,000 £71,250 £70,000
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +5.00%

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 19 July 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 19 July 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
Bedfordshire - 36 £57,500 - 1
Cambridgeshire +40 26 £55,000 +10.00% 19
Hertfordshire +59 21 £68,750 +30.95% 8
Essex +42 15 £45,591 - 1
Suffolk +32 3 £60,000 +33.33%
Norfolk +7 2 £47,500 +5.56%
Terraform
England

For the 6 months to 19 July 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 81 (78.64%) Ansible
2 75 (72.82%) DevOps
3 70 (67.96%) Kubernetes
4 69 (66.99%) Amazon AWS
5 68 (66.02%) Microsoft Azure
5 68 (66.02%) Linux
6 60 (58.25%) Docker
7 46 (44.66%) Agile Software Development
8 44 (42.72%) Python
9 42 (40.78%) CentOS
10 40 (38.83%) Infrastructure as Code
11 39 (37.86%) Puppet
12 37 (35.92%) Git (software)
13 35 (33.98%) Opscode Chef
14 34 (33.01%) VMware
15 33 (32.04%) PowerShell
15 33 (32.04%) High Availability
16 32 (31.07%) Ruby
17 31 (30.10%) Open Source
18 29 (28.16%) Jenkins
18 29 (28.16%) Google Cloud Platform
19 28 (27.18%) Elasticsearch
19 28 (27.18%) VMware Infrastructure
19 28 (27.18%) nginx
20 26 (25.24%) Red Hat Enterprise Linux
20 26 (25.24%) Ubuntu
21 25 (24.27%) OpenStack
22 24 (23.30%) Configuration Management
22 24 (23.30%) AWS CloudFormation
22 24 (23.30%) Deployment Automation

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 28 (27.18%) Elasticsearch
1 28 (27.18%) nginx
2 25 (24.27%) OpenStack
3 17 (16.50%) Apache
4 14 (13.59%) Tomcat
5 13 (12.62%) Cloud Foundry
5 13 (12.62%) CloudStack
6 11 (10.68%) SharePoint
7 1 (0.97%) Apache Airflow
7 1 (0.97%) Apache Spark
7 1 (0.97%) Confluence
7 1 (0.97%) Drupal
7 1 (0.97%) Jupyter
Applications
1 1 (0.97%) HipChat
Business Applications
1 1 (0.97%) Payment Gateway
Cloud Services
1 69 (66.99%) Amazon AWS
2 68 (66.02%) Microsoft Azure
3 29 (28.16%) Google Cloud Platform
4 24 (23.30%) AWS CloudFormation
5 20 (19.42%) IaaS
6 16 (15.53%) OpenShift
6 16 (15.53%) PaaS
6 16 (15.53%) SaaS
7 13 (12.62%) DigitalOcean
7 13 (12.62%) Heroku
8 12 (11.65%) Office 365
9 11 (10.68%) GitHub
9 11 (10.68%) OneDrive
10 8 (7.77%) Amazon CloudWatch
11 5 (4.85%) Amazon Kinesis
11 5 (4.85%) Cloud Computing
12 4 (3.88%) Amazon EC2
12 4 (3.88%) Amazon EMR
12 4 (3.88%) AWS Lambda
12 4 (3.88%) Serverless
Communications & Networking
1 17 (16.50%) DNS
2 16 (15.53%) TCP/IP
2 16 (15.53%) VPN
3 15 (14.56%) DHCP
3 15 (14.56%) HTTP
3 15 (14.56%) SSL
4 12 (11.65%) Cisco Nexus
4 12 (11.65%) VRRP
5 11 (10.68%) BIG-IP
5 11 (10.68%) FabricPath
5 11 (10.68%) VLAN
6 5 (4.85%) Internet
7 3 (2.91%) SNMP
8 2 (1.94%) Cisco ASA
8 2 (1.94%) Cisco IOS
8 2 (1.94%) Firewall
9 1 (0.97%) SMTP
Database & Business Intelligence
1 19 (18.45%) PostgreSQL
2 14 (13.59%) Apache Cassandra
2 14 (13.59%) Redis
3 13 (12.62%) MongoDB
3 13 (12.62%) MySQL
4 12 (11.65%) Azure SQL Database
4 12 (11.65%) SQL Server
5 11 (10.68%) Amazon Athena
5 11 (10.68%) Relational Database
6 10 (9.71%) Big Data
7 5 (4.85%) Hadoop
8 4 (3.88%) Amazon Redshift
9 2 (1.94%) ArangoDB
10 1 (0.97%) Amazon DynamoDB
10 1 (0.97%) Amazon RDS
10 1 (0.97%) BigQuery
10 1 (0.97%) Data Warehouse
10 1 (0.97%) HBase
10 1 (0.97%) InfluxDB
10 1 (0.97%) NoSQL
Development Applications
1 37 (35.92%) Git (software)
2 29 (28.16%) Jenkins
3 22 (21.36%) Octopus Deploy
4 12 (11.65%) Mercurial
4 12 (11.65%) Sonatype Nexus
4 12 (11.65%) TeamCity
4 12 (11.65%) Visual Studio Team System
5 7 (6.80%) GitLab
6 6 (5.83%) Bitbucket
7 5 (4.85%) Atlassian Bamboo
8 3 (2.91%) JIRA
9 2 (1.94%) Travis CI
10 1 (0.97%) PHPUnit
10 1 (0.97%) RSpec
10 1 (0.97%) Selenium
10 1 (0.97%) SonarQube
10 1 (0.97%) Vagrant
General
1 11 (10.68%) Finance
2 7 (6.80%) Retail
3 2 (1.94%) Law
4 1 (0.97%) Pharmaceutical
4 1 (0.97%) Publishing
Job Titles
1 39 (37.86%) DevOps Engineer
2 21 (20.39%) Developer
2 21 (20.39%) Linux Engineer
3 13 (12.62%) Cloud Engineer
3 13 (12.62%) Technical Leader
4 12 (11.65%) Senior Developer
4 12 (11.65%) Software Developer
5 11 (10.68%) Lead DevOps
5 11 (10.68%) Lead DevOps Engineer
5 11 (10.68%) Senior Software Developer
6 10 (9.71%) AWS Engineer
7 9 (8.74%) Infrastructure Engineer
8 8 (7.77%) Azure Engineer
9 7 (6.80%) Linux DevOps Engineer
9 7 (6.80%) Linux/Unix DevOps
10 6 (5.83%) AWS DevOps
10 6 (5.83%) AWS DevOps Engineer
11 4 (3.88%) Azure DevOps
11 4 (3.88%) Azure DevOps Engineer
11 4 (3.88%) Python Engineer
Libraries, Frameworks & Software Standards
1 21 (20.39%) Elastic Stack
2 13 (12.62%) Kafka
2 13 (12.62%) LEMP Stack
3 5 (4.85%) LAMP
4 4 (3.88%) .NET
4 4 (3.88%) Web Services
5 3 (2.91%) CSS
5 3 (2.91%) HTML
5 3 (2.91%) Node.js
5 3 (2.91%) Spring
6 2 (1.94%) ASP.NET
6 2 (1.94%) JSON
6 2 (1.94%) Ruby on Rails
6 2 (1.94%) YAML
7 1 (0.97%) Django
7 1 (0.97%) Lucene
7 1 (0.97%) OAuth
7 1 (0.97%) SOAP
7 1 (0.97%) Symfony
7 1 (0.97%) XML
Miscellaneous
1 13 (12.62%) Hybrid Cloud
1 13 (12.62%) Renewable Energy
2 12 (11.65%) PKI
3 11 (10.68%) Private Cloud
4 4 (3.88%) Analytical Skills
4 4 (3.88%) Foreign Exchange (FX)
4 4 (3.88%) Internet of Things
5 2 (1.94%) Greenfield Project
5 2 (1.94%) Public Cloud
5 2 (1.94%) Self-Motivation
6 1 (0.97%) Algorithms
6 1 (0.97%) Cloud Native
6 1 (0.97%) Data Structures
6 1 (0.97%) Enterprise Software
6 1 (0.97%) Linux Command Line
6 1 (0.97%) Security Operations Centre
Operating Systems
1 68 (66.02%) Linux
2 42 (40.78%) CentOS
3 26 (25.24%) Red Hat Enterprise Linux
3 26 (25.24%) Ubuntu
4 17 (16.50%) Windows
5 15 (14.56%) Solaris
6 12 (11.65%) SUSE
6 12 (11.65%) Windows Server
6 12 (11.65%) Windows Server 2012
7 2 (1.94%) Unix
8 1 (0.97%) DC/OS
8 1 (0.97%) Windows Server 2008
Processes & Methodologies
1 75 (72.82%) DevOps
2 46 (44.66%) Agile Software Development
3 40 (38.83%) Infrastructure as Code
4 33 (32.04%) High Availability
5 31 (30.10%) Open Source
6 24 (23.30%) Configuration Management
6 24 (23.30%) Deployment Automation
7 20 (19.42%) Infrastructure Engineering
8 19 (18.45%) Test Automation
9 17 (16.50%) Microservices
10 16 (15.53%) Infrastructure Automation
11 15 (14.56%) Computer Science
11 15 (14.56%) Load Balancing
11 15 (14.56%) Trend Analysis
11 15 (14.56%) Unit Testing
11 15 (14.56%) Workflow
12 13 (12.62%) Network Design
12 13 (12.62%) Runbook
13 12 (11.65%) Bioinformatics
14 11 (10.68%) Biology
Programming Languages
1 44 (42.72%) Python
2 33 (32.04%) PowerShell
3 32 (31.07%) Ruby
4 23 (22.33%) Bash Shell
5 20 (19.42%) Go
6 17 (16.50%) PHP
6 17 (16.50%) SQL
7 14 (13.59%) Perl
7 14 (13.59%) PHP 5
7 14 (13.59%) PHP 7
8 5 (4.85%) JavaScript
9 4 (3.88%) Java
10 3 (2.91%) C#
11 2 (1.94%) C
11 2 (1.94%) Groovy
11 2 (1.94%) VB.NET
11 2 (1.94%) VBScript
12 1 (0.97%) C++
12 1 (0.97%) Scala
Qualifications
1 4 (3.88%) Degree
2 3 (2.91%) RHCE
2 3 (2.91%) RHCSA
3 1 (0.97%) Computer Science Degree
3 1 (0.97%) SANS
3 1 (0.97%) SC Cleared
3 1 (0.97%) Security Cleared
Quality Assurance & Compliance
1 15 (14.56%) ISO/IEC 27001
2 10 (9.71%) PCI DSS
3 2 (1.94%) QA
3 2 (1.94%) SLA
4 1 (0.97%) GDPR
System Software
1 60 (58.25%) Docker
2 28 (27.18%) VMware Infrastructure
3 15 (14.56%) Hyper-V
4 14 (13.59%) vSphere
5 12 (11.65%) Active Directory
5 12 (11.65%) VMware NSX
6 11 (10.68%) KVM
6 11 (10.68%) Slurm Workload Manager
7 1 (0.97%) Virtual Machines
7 1 (0.97%) VirtualBox
Systems Management
1 81 (78.64%) Ansible
2 70 (67.96%) Kubernetes
3 39 (37.86%) Puppet
4 35 (33.98%) Opscode Chef
5 17 (16.50%) Nagios
5 17 (16.50%) Packer
6 16 (15.53%) Docker Swarm
7 15 (14.56%) SCOM
8 14 (13.59%) HAProxy
8 14 (13.59%) Prometheus
8 14 (13.59%) yum
9 13 (12.62%) Kibana
9 13 (12.62%) SCCM
10 12 (11.65%) logstash
10 12 (11.65%) Rsyslog
10 12 (11.65%) vRealize
11 11 (10.68%) SCOrch
12 4 (3.88%) Grafana
13 3 (2.91%) Consul
13 3 (2.91%) Opsview
Vendors
1 34 (33.01%) VMware
2 23 (22.33%) Microsoft
3 15 (14.56%) Sybase
4 14 (13.59%) Cisco
5 13 (12.62%) Rackspace
6 11 (10.68%) F5
7 5 (4.85%) Dynatrace
8 4 (3.88%) Red Hat
9 3 (2.91%) Splunk
10 2 (1.94%) Demandware
10 2 (1.94%) Google
10 2 (1.94%) New Relic
11 1 (0.97%) Atlassian
11 1 (0.97%) CommVault
11 1 (0.97%) HP
11 1 (0.97%) NetApp
11 1 (0.97%) SaltStack
11 1 (0.97%) SolarWinds
11 1 (0.97%) Twobo
11 1 (0.97%) WorldPay