Period
to 25 June 2018

The following table provides summary statistics for permanent job vacancies advertised in the West Midlands 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 25 June 2018 with a comparison to the same period in the previous 2 years.

Terraform
England > West Midlands
6 months to
25 Jun 2018
Same period 2017 Same period 2016
Rank 239 285 343
Rank change year-on-year +46 +58 -20
Permanent jobs citing Terraform 64 38 14
As % of all permanent IT jobs advertised in the West Midlands 0.67% 0.39% 0.11%
As % of the Systems Management category 7.42% 5.05% 1.75%
Number of salaries quoted 30 18 14
West Midlands median annual salary £50,000 £57,500 £57,500
Median salary % change year-on-year -13.04% - -4.17%
10th Percentile £38,125 £47,500 £47,500
90th Percentile £78,750 £75,000 £66,250
England median annual salary £65,000 £65,000 £65,000

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 West Midlands with a requirement for systems management skills.

All Systems Management Skills
West Midlands
Permanent vacancies with a requirement for systems management skills 862 753 802
As % of all permanent IT jobs advertised in the West Midlands 9.04% 7.67% 6.55%
Number of salaries quoted 525 528 558
West Midlands median annual salary £45,000 £40,000 £43,000
Median salary % change year-on-year +12.50% -6.98% +1.18%
10th Percentile £27,750 £29,000 £26,250
90th Percentile £67,500 £61,250 £67,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

Terraform
Job Vacancy Trend in the West Midlands

Job postings citing Terraform as a percentage of all IT jobs advertised in the West Midlands.

Job vacancy trend for Terraform in the West Midlands

Terraform
Salary Trend in the West Midlands

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Terraform in the West Midlands.

Salary trend for Terraform in the West Midlands

Terraform
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing Terraform in the West Midlands over the 6 months to 25 June 2018.

Salary histogram for Terraform in the West Midlands

Terraform
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Terraform within the West Midlands region over the 6 months to 25 June 2018. 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
Shropshire +30 26 £60,000 -2.04% 2
Birmingham +9 21 £45,000 -30.77% 6
Coventry -9 6 £47,500 -17.39% 1
Staffordshire - 5 £55,000 -
Terraform
England

For the 6 months to 25 June 2018, 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 West Midlands region with a requirement for Terraform.

1 49 (76.56%) DevOps
2 48 (75.00%) Python
3 47 (73.44%) Ansible
4 39 (60.94%) Java
5 38 (59.38%) Jenkins
6 32 (50.00%) Agile Software Development
7 31 (48.44%) Atlassian Bamboo
7 31 (48.44%) Opscode Chef
8 28 (43.75%) Docker
8 28 (43.75%) Linux
9 27 (42.19%) Scrum
9 27 (42.19%) Bash Shell
10 26 (40.63%) Microsoft Azure
10 26 (40.63%) Amazon AWS
11 25 (39.06%) Ruby
12 24 (37.50%) Puppet
12 24 (37.50%) Perl
13 23 (35.94%) Vagrant
14 22 (34.38%) Git (software)
15 21 (32.81%) SQL
15 21 (32.81%) Kubernetes
16 20 (31.25%) PowerShell
17 19 (29.69%) Windows
17 19 (29.69%) Windows Server
18 18 (28.13%) DNS
18 18 (28.13%) nginx
18 18 (28.13%) JIRA
18 18 (28.13%) Atlassian
18 18 (28.13%) Confluence
19 17 (26.56%) Open Source

Terraform
Co-occurring IT Skills in the West Midlands 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 (28.13%) Confluence
1 18 (28.13%) nginx
2 17 (26.56%) Apache
2 17 (26.56%) Tomcat
3 6 (9.38%) Adobe Experience Manager
3 6 (9.38%) Elasticsearch
4 2 (3.13%) SharePoint
Cloud Services
1 26 (40.63%) Amazon AWS
1 26 (40.63%) Microsoft Azure
2 12 (18.75%) AWS CloudFormation
3 8 (12.50%) IaaS
3 8 (12.50%) PaaS
4 6 (9.38%) Amazon EC2
4 6 (9.38%) Amazon S3
5 5 (7.81%) Fastly
5 5 (7.81%) Google Cloud Platform
5 5 (7.81%) Stackdriver
6 4 (6.25%) AWS Lambda
6 4 (6.25%) Serverless
7 3 (4.69%) AWS Elastic Beanstalk
7 3 (4.69%) IBM Cloud
8 2 (3.13%) Amazon ElastiCache
8 2 (3.13%) Azure Active Directory
8 2 (3.13%) GitHub
8 2 (3.13%) Office 365
8 2 (3.13%) OpenShift
8 2 (3.13%) SaaS
Communications & Networking
1 18 (28.13%) DNS
2 17 (26.56%) SSL
3 10 (15.63%) Firewall
4 8 (12.50%) VPN
5 2 (3.13%) NAS
5 2 (3.13%) Network Security
5 2 (3.13%) SAN
6 1 (1.56%) ICMP
6 1 (1.56%) SMS
6 1 (1.56%) TCP/IP
Database & Business Intelligence
1 8 (12.50%) MongoDB
2 6 (9.38%) Apache Cassandra
2 6 (9.38%) Redis
3 5 (7.81%) BigQuery
3 5 (7.81%) Bigtable
4 2 (3.13%) Amazon DynamoDB
4 2 (3.13%) Amazon RDS
4 2 (3.13%) MySQL
4 2 (3.13%) NoSQL
4 2 (3.13%) PostgreSQL
5 1 (1.56%) Neo4j
5 1 (1.56%) Relational Database
Development Applications
1 38 (59.38%) Jenkins
2 31 (48.44%) Atlassian Bamboo
3 23 (35.94%) Vagrant
4 22 (34.38%) Git (software)
5 18 (28.13%) JIRA
6 17 (26.56%) Bitbucket
6 17 (26.56%) GoCD
6 17 (26.56%) Subversion
7 7 (10.94%) Hudson
8 6 (9.38%) Ant
8 6 (9.38%) Maven
9 2 (3.13%) Chocolatey
10 1 (1.56%) CircleCI
10 1 (1.56%) Jasmine
10 1 (1.56%) Mocha
10 1 (1.56%) SonarQube
10 1 (1.56%) TeamCity
10 1 (1.56%) VSS/SourceSafe
General
1 11 (17.19%) Retail
2 2 (3.13%) Advertising
2 2 (3.13%) Games
Job Titles
1 24 (37.50%) DevOps Engineer
2 13 (20.31%) Developer
3 9 (14.06%) Java Developer
3 9 (14.06%) Python Developer
4 6 (9.38%) Applications Engineer
4 6 (9.38%) AWS Engineer
4 6 (9.38%) PHP Developer
5 5 (7.81%) AWS DevOps
5 5 (7.81%) AWS DevOps Engineer
5 5 (7.81%) Senior DevOps
5 5 (7.81%) Senior DevOps Engineer
6 4 (6.25%) Senior Developer
7 3 (4.69%) J2EE Developer
7 3 (4.69%) Java Engineer
7 3 (4.69%) Kubernetes Engineer
7 3 (4.69%) Python Engineer
7 3 (4.69%) Senior Java Developer
7 3 (4.69%) Senior PHP Developer
7 3 (4.69%) Senior Python Developer
7 3 (4.69%) Technical Leader
Libraries, Frameworks & Software Standards
1 17 (26.56%) REST
2 9 (14.06%) .NET
3 6 (9.38%) Apache Flex
3 6 (9.38%) J2EE
4 5 (7.81%) Memcached
4 5 (7.81%) TensorFlow
5 4 (6.25%) AngularJS
5 4 (6.25%) Node.js
5 4 (6.25%) React
6 3 (4.69%) Django
6 3 (4.69%) Web Services
7 2 (3.13%) Flask
8 1 (1.56%) Chai
8 1 (1.56%) Elastic Stack
8 1 (1.56%) Express
8 1 (1.56%) LESS
8 1 (1.56%) Redux
8 1 (1.56%) Sass
8 1 (1.56%) Sensu
8 1 (1.56%) Zend Framework
Miscellaneous
1 6 (9.38%) Distributed Denial-of-Service
1 6 (9.38%) Greenfield Project
2 3 (4.69%) User Experience
3 1 (1.56%) Analytical Mindset
3 1 (1.56%) Analytical Skills
3 1 (1.56%) Enterprise Software
3 1 (1.56%) Public Cloud
Operating Systems
1 28 (43.75%) Linux
2 19 (29.69%) Windows
2 19 (29.69%) Windows Server
3 2 (3.13%) Windows Server 2012
Processes & Methodologies
1 49 (76.56%) DevOps
2 32 (50.00%) Agile Software Development
3 27 (42.19%) Scrum
4 17 (26.56%) Open Source
5 16 (25.00%) Root Cause Analysis
6 15 (23.44%) Configuration Management
7 13 (20.31%) Continuous Integration
8 12 (18.75%) Deployment Automation
8 12 (18.75%) Mentoring
8 12 (18.75%) Microservices
8 12 (18.75%) Software Engineering
9 7 (10.94%) Continuous Deployment
9 7 (10.94%) High Availability
9 7 (10.94%) Load Balancing
9 7 (10.94%) Test Automation
10 6 (9.38%) Concurrent Programming
10 6 (9.38%) Continuous Improvement
10 6 (9.38%) E-Commerce
10 6 (9.38%) Multithreading
10 6 (9.38%) SIEM
Programming Languages
1 48 (75.00%) Python
2 39 (60.94%) Java
3 27 (42.19%) Bash Shell
4 25 (39.06%) Ruby
5 24 (37.50%) Perl
6 21 (32.81%) SQL
7 20 (31.25%) PowerShell
8 12 (18.75%) Go
9 11 (17.19%) PHP
10 9 (14.06%) C#
11 5 (7.81%) Java 8
11 5 (7.81%) PHP 5
12 3 (4.69%) JavaScript
13 1 (1.56%) ES6
Qualifications
1 5 (7.81%) Security Cleared
2 4 (6.25%) RHCE
2 4 (6.25%) RHCSA
2 4 (6.25%) SC Cleared
3 2 (3.13%) MCSA
3 2 (3.13%) MCSE
3 2 (3.13%) Microsoft Certification
4 1 (1.56%) BPSS Clearance
System Software
1 28 (43.75%) Docker
2 2 (3.13%) Active Directory
2 2 (3.13%) Hyper-V
2 2 (3.13%) Virtual Machines
Systems Management
1 47 (73.44%) Ansible
2 31 (48.44%) Opscode Chef
3 24 (37.50%) Puppet
4 21 (32.81%) Kubernetes
5 13 (20.31%) Docker Swarm
6 9 (14.06%) Packer
7 6 (9.38%) Consul
7 6 (9.38%) Grafana
7 6 (9.38%) Graphite
7 6 (9.38%) Nagios
7 6 (9.38%) Opsview
7 6 (9.38%) Salt
7 6 (9.38%) ZABBIX
8 1 (1.56%) collectd
8 1 (1.56%) Kibana
8 1 (1.56%) logstash
8 1 (1.56%) Mesos
8 1 (1.56%) rkt
8 1 (1.56%) StatsD
8 1 (1.56%) Systems Management Server (SMS)
Vendors
1 18 (28.13%) Atlassian
2 7 (10.94%) Microsoft
3 6 (9.38%) Adobe
3 6 (9.38%) Google
4 4 (6.25%) Red Hat
5 3 (4.69%) IBM
6 2 (3.13%) New Relic
6 2 (3.13%) VMware
6 2 (3.13%) WatchGuard
7 1 (1.56%) AppDynamics
7 1 (1.56%) Cisco
7 1 (1.56%) Dynatrace
7 1 (1.56%) Oracle
7 1 (1.56%) SaltStack
7 1 (1.56%) Zend