Period
to 22 September 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 22 September 2018 with a comparison to the same period in the previous 2 years.

Terraform
England > West Midlands
6 months to
22 Sep 2018
Same period 2017 Same period 2016
Rank 229 295 305
Rank change year-on-year +66 +10 +12
Permanent jobs citing Terraform 68 37 34
As % of all permanent IT jobs advertised in the West Midlands 0.78% 0.37% 0.28%
As % of the Systems Management category 10.49% 4.73% 4.11%
Number of salaries quoted 34 23 31
West Midlands median annual salary £55,000 £57,500 £62,500
Median salary % change year-on-year -4.35% -8.00% +4.17%
10th Percentile £40,000 £42,850 £47,500
90th Percentile £68,500 £72,556 £71,250
England median annual salary £65,000 £65,000 £62,500
% change year-on-year - +4.00% +13.64%

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 648 783 827
As % of all permanent IT jobs advertised in the West Midlands 7.43% 7.87% 6.92%
Number of salaries quoted 428 585 525
West Midlands median annual salary £45,000 £40,000 £42,500
Median salary % change year-on-year +12.50% -5.88% -
10th Percentile £30,925 £27,500 £27,200
90th Percentile £70,000 £64,625 £66,250
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +2.04%

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 22 September 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 22 September 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 +27 31 £60,000 -2.04% 4
Birmingham +22 24 £55,000 -10.20% 11
Staffordshire - 5 £55,000 - 1
Coventry +4 2 £50,000 +3.09% 2
Terraform
England

For the 6 months to 22 September 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 57 (83.82%) Python
1 57 (83.82%) DevOps
2 56 (82.35%) Ansible
3 44 (64.71%) Java
4 39 (57.35%) Agile Software Development
4 39 (57.35%) Jenkins
5 38 (55.88%) Atlassian Bamboo
6 36 (52.94%) Microsoft Azure
7 34 (50.00%) Amazon AWS
7 34 (50.00%) Docker
8 33 (48.53%) Opscode Chef
8 33 (48.53%) Git (software)
9 31 (45.59%) Vagrant
9 31 (45.59%) Ruby
10 30 (44.12%) Scrum
11 28 (41.18%) Puppet
12 26 (38.24%) Linux
12 26 (38.24%) Kubernetes
13 23 (33.82%) Perl
13 23 (33.82%) SQL
13 23 (33.82%) Bash Shell
14 22 (32.35%) Subversion
14 22 (32.35%) Configuration Management
15 21 (30.88%) Open Source
15 21 (30.88%) Continuous Integration
15 21 (30.88%) PowerShell
15 21 (30.88%) Microservices
15 21 (30.88%) Go
16 20 (29.41%) Docker Swarm
17 18 (26.47%) Windows Server

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 17 (25.00%) Apache
1 17 (25.00%) Confluence
1 17 (25.00%) nginx
1 17 (25.00%) Tomcat
2 6 (8.82%) Adobe Experience Manager
2 6 (8.82%) Elasticsearch
Applications
1 4 (5.88%) Microsoft Excel
1 4 (5.88%) Microsoft PowerPoint
Business Applications
1 4 (5.88%) Remedy ITSM
Cloud Services
1 36 (52.94%) Microsoft Azure
2 34 (50.00%) Amazon AWS
3 18 (26.47%) AWS CloudFormation
4 11 (16.18%) Amazon EC2
4 11 (16.18%) Amazon S3
5 10 (14.71%) Amazon CloudWatch
6 8 (11.76%) AWS CloudTrail
7 7 (10.29%) AWS Lambda
7 7 (10.29%) Google Cloud Platform
7 7 (10.29%) IaaS
7 7 (10.29%) PaaS
7 7 (10.29%) Serverless
8 6 (8.82%) Fastly
8 6 (8.82%) SaaS
8 6 (8.82%) Stackdriver
9 5 (7.35%) Amazon ElastiCache
9 5 (7.35%) AWS CodePipeline
9 5 (7.35%) IBM Cloud
9 5 (7.35%) SoftLayer
9 5 (7.35%) Virtual Private Cloud
Communications & Networking
1 18 (26.47%) DNS
2 17 (25.00%) SSL
3 14 (20.59%) Firewall
3 14 (20.59%) VPN
4 4 (5.88%) Intrusion Detection
5 1 (1.47%) HTTP
5 1 (1.47%) SMTP
5 1 (1.47%) TCP/IP
Database & Business Intelligence
1 9 (13.24%) Amazon DynamoDB
1 9 (13.24%) MongoDB
2 8 (11.76%) Apache Cassandra
2 8 (11.76%) Redis
3 6 (8.82%) BigQuery
3 6 (8.82%) Bigtable
4 4 (5.88%) Amazon RDS
4 4 (5.88%) Azure SQL Database
4 4 (5.88%) Relational Database
5 3 (4.41%) PostgreSQL
6 1 (1.47%) HBase
6 1 (1.47%) MySQL
6 1 (1.47%) Neo4j
6 1 (1.47%) NoSQL
Development Applications
1 39 (57.35%) Jenkins
2 38 (55.88%) Atlassian Bamboo
3 33 (48.53%) Git (software)
4 31 (45.59%) Vagrant
5 22 (32.35%) Subversion
6 17 (25.00%) Bitbucket
6 17 (25.00%) GoCD
6 17 (25.00%) JIRA
7 13 (19.12%) Hudson
8 6 (8.82%) Ant
8 6 (8.82%) Maven
9 5 (7.35%) Octopus Deploy
9 5 (7.35%) TeamCity
10 4 (5.88%) Visual Studio
11 2 (2.94%) CircleCI
12 1 (1.47%) Jasmine
12 1 (1.47%) Mocha
12 1 (1.47%) Travis CI
12 1 (1.47%) Visual Studio Team System
General
1 10 (14.71%) Retail
2 4 (5.88%) Finance
3 2 (2.94%) Advertising
Job Titles
1 32 (47.06%) DevOps Engineer
2 14 (20.59%) Developer
3 12 (17.65%) Applications Engineer
4 10 (14.71%) Java Developer
4 10 (14.71%) Python Developer
5 7 (10.29%) PHP Developer
6 5 (7.35%) AWS DevOps
6 5 (7.35%) Cloud Engineer
6 5 (7.35%) Senior Developer
6 5 (7.35%) Senior DevOps
6 5 (7.35%) Senior DevOps Engineer
7 4 (5.88%) Lead DevOps
7 4 (5.88%) Lead DevOps Engineer
7 4 (5.88%) Senior Java Developer
7 4 (5.88%) Senior PHP Developer
7 4 (5.88%) Senior Python Developer
8 3 (4.41%) J2EE Developer
8 3 (4.41%) Java Engineer
8 3 (4.41%) Java/J2EE Developer
8 3 (4.41%) Technical Leader
Libraries, Frameworks & Software Standards
1 17 (25.00%) REST
2 11 (16.18%) Web Services
3 7 (10.29%) Memcached
4 6 (8.82%) .NET
4 6 (8.82%) Apache Flex
4 6 (8.82%) J2EE
4 6 (8.82%) Node.js
4 6 (8.82%) TensorFlow
5 4 (5.88%) AngularJS
5 4 (5.88%) React
5 4 (5.88%) SAML
6 3 (4.41%) Django
6 3 (4.41%) Middleware
7 2 (2.94%) Elastic Stack
7 2 (2.94%) Flask
8 1 (1.47%) Chai
8 1 (1.47%) Jest
8 1 (1.47%) Redux
8 1 (1.47%) Sass
8 1 (1.47%) Sensu
Miscellaneous
1 13 (19.12%) Distributed Denial-of-Service
2 6 (8.82%) Greenfield Project
2 6 (8.82%) Public Cloud
3 4 (5.88%) Data Centre
3 4 (5.88%) Hybrid Cloud
3 4 (5.88%) Private Cloud
3 4 (5.88%) Self-Motivation
4 3 (4.41%) User Experience
5 2 (2.94%) Analytical Skills
6 1 (1.47%) Analytical Mindset
6 1 (1.47%) Cloud Native
6 1 (1.47%) Linux Command Line
Operating Systems
1 26 (38.24%) Linux
2 18 (26.47%) Windows
2 18 (26.47%) Windows Server
3 1 (1.47%) CentOS
3 1 (1.47%) DC/OS
3 1 (1.47%) Red Hat Enterprise Linux
3 1 (1.47%) Ubuntu
3 1 (1.47%) Windows Server 2008
Processes & Methodologies
1 57 (83.82%) DevOps
2 39 (57.35%) Agile Software Development
3 30 (44.12%) Scrum
4 22 (32.35%) Configuration Management
5 21 (30.88%) Continuous Integration
5 21 (30.88%) Microservices
5 21 (30.88%) Open Source
6 17 (25.00%) Load Balancing
6 17 (25.00%) Root Cause Analysis
7 14 (20.59%) High Availability
8 13 (19.12%) Mentoring
8 13 (19.12%) SIEM
9 12 (17.65%) Software Engineering
10 11 (16.18%) Deployment Automation
11 10 (14.71%) Unit Testing
12 9 (13.24%) Decision-Making
12 9 (13.24%) IT Strategy
13 7 (10.29%) Continuous Deployment
13 7 (10.29%) Test Automation
14 6 (8.82%) Integration Testing
Programming Languages
1 57 (83.82%) Python
2 44 (64.71%) Java
3 31 (45.59%) Ruby
4 23 (33.82%) Bash Shell
4 23 (33.82%) Perl
4 23 (33.82%) SQL
5 21 (30.88%) Go
5 21 (30.88%) PowerShell
6 9 (13.24%) PHP
7 6 (8.82%) C#
7 6 (8.82%) Java 8
7 6 (8.82%) PHP 5
8 3 (4.41%) JavaScript
9 1 (1.47%) ES6
Qualifications
1 4 (5.88%) ISEB
1 4 (5.88%) RHCE
1 4 (5.88%) RHCSA
2 3 (4.41%) Security Cleared
3 2 (2.94%) SC Cleared
System Software
1 34 (50.00%) Docker
2 5 (7.35%) Virtual Machines
3 4 (5.88%) Active Directory
4 1 (1.47%) Hyper-V
4 1 (1.47%) VirtualBox
4 1 (1.47%) VMware Infrastructure
Systems Management
1 56 (82.35%) Ansible
2 33 (48.53%) Opscode Chef
3 28 (41.18%) Puppet
4 26 (38.24%) Kubernetes
5 20 (29.41%) Docker Swarm
6 16 (23.53%) Packer
7 13 (19.12%) Consul
7 13 (19.12%) Grafana
7 13 (19.12%) Graphite
7 13 (19.12%) Nagios
7 13 (19.12%) Opsview
7 13 (19.12%) Salt
7 13 (19.12%) ZABBIX
8 5 (7.35%) Mesos
8 5 (7.35%) rkt
9 4 (5.88%) Single Sign-On
Vendors
1 17 (25.00%) Atlassian
2 8 (11.76%) Microsoft
3 7 (10.29%) Google
4 6 (8.82%) Adobe
5 5 (7.35%) IBM
6 4 (5.88%) Red Hat
6 4 (5.88%) Remedy
7 3 (4.41%) New Relic
8 1 (1.47%) AppDynamics
8 1 (1.47%) Cisco
8 1 (1.47%) Splunk
8 1 (1.47%) VMware
8 1 (1.47%) Zend