Period
to 20 November 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 20 November 2018 with a comparison to the same period in the previous 2 years.

Terraform
England > West Midlands
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 218 286 304
Rank change year-on-year +68 +18 +24
Permanent jobs citing Terraform 82 48 34
As % of all permanent IT jobs advertised in the West Midlands 0.97% 0.48% 0.30%
As % of the Systems Management category 13.08% 6.03% 4.26%
Number of salaries quoted 41 38 30
West Midlands median annual salary £52,500 £56,250 £62,500
Median salary % change year-on-year -6.67% -10.00% +4.17%
10th Percentile £38,750 £38,875 £40,000
90th Percentile £65,000 £79,125 £71,250
England median annual salary £65,000 £65,000 £62,500
% change year-on-year - +4.00% +25.00%

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 West Midlands with a requirement for systems management skills.

All Systems Management Skills
West Midlands
Permanent vacancies with a requirement for systems management skills 627 796 798
As % of all permanent IT jobs advertised in the West Midlands 7.39% 7.88% 7.06%
Number of salaries quoted 426 592 491
West Midlands median annual salary £45,000 £41,564 £42,500
Median salary % change year-on-year +8.27% -2.20% -
10th Percentile £31,125 £26,775 £26,500
90th Percentile £70,000 £65,000 £66,250
England median annual salary £55,000 £54,000 £50,000
% change year-on-year +1.85% +8.00% -

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 20 November 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 20 November 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 +34 44 £51,250 -16.33% 5
Birmingham +16 20 £56,250 -13.46% 14
Staffordshire +23 4 £50,000 - 1
Coventry +8 4 £50,000 +19.05% 3
Solihull - 2 £70,000 -
Terraform
England

For the 6 months to 20 November 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 72 (87.80%) DevOps
2 62 (75.61%) Ansible
3 57 (69.51%) Python
4 56 (68.29%) Microsoft Azure
5 51 (62.20%) Amazon AWS
6 50 (60.98%) Docker
7 49 (59.76%) Agile Software Development
8 44 (53.66%) Git (software)
8 44 (53.66%) Java
8 44 (53.66%) Kubernetes
9 43 (52.44%) Jenkins
10 41 (50.00%) Atlassian Bamboo
11 39 (47.56%) Configuration Management
12 36 (43.90%) Opscode Chef
12 36 (43.90%) Linux
13 35 (42.68%) Ruby
13 35 (42.68%) Open Source
13 35 (42.68%) Puppet
14 34 (41.46%) Vagrant
14 34 (41.46%) Microservices
15 31 (37.80%) Packer
16 30 (36.59%) Continuous Integration
17 28 (34.15%) Load Balancing
18 26 (31.71%) SQL
18 26 (31.71%) Consul
18 26 (31.71%) Docker Swarm
19 22 (26.83%) Go
20 21 (25.61%) High Availability
20 21 (25.61%) Scrum
21 20 (24.39%) Subversion

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 13 (15.85%) Apache
1 13 (15.85%) Tomcat
2 12 (14.63%) Confluence
2 12 (14.63%) nginx
3 11 (13.41%) OpenStack
4 5 (6.10%) Elasticsearch
5 4 (4.88%) Adobe Experience Manager
6 1 (1.22%) IIS
Applications
1 5 (6.10%) Microsoft Excel
1 5 (6.10%) Microsoft PowerPoint
Business Applications
1 5 (6.10%) Remedy ITSM
Cloud Services
1 56 (68.29%) Microsoft Azure
2 51 (62.20%) Amazon AWS
3 19 (23.17%) AWS CloudFormation
4 16 (19.51%) PaaS
5 14 (17.07%) Cloud Computing
6 12 (14.63%) Amazon CloudWatch
6 12 (14.63%) Amazon EC2
6 12 (14.63%) Amazon S3
7 11 (13.41%) AWS CloudTrail
7 11 (13.41%) SaaS
8 9 (10.98%) IaaS
9 7 (8.54%) CloudFront
9 7 (8.54%) GitHub
9 7 (8.54%) iPaaS
9 7 (8.54%) OpenShift
10 6 (7.32%) Amazon ElastiCache
10 6 (7.32%) AWS CodePipeline
10 6 (7.32%) Serverless
10 6 (7.32%) SoftLayer
10 6 (7.32%) Virtual Private Cloud
Communications & Networking
1 14 (17.07%) Firewall
1 14 (17.07%) VPN
2 13 (15.85%) DNS
3 12 (14.63%) SSL
4 5 (6.10%) Intrusion Detection
5 1 (1.22%) HTTP
5 1 (1.22%) OpenVPN
5 1 (1.22%) SMTP
5 1 (1.22%) TCP/IP
Database & Business Intelligence
1 11 (13.41%) Amazon DynamoDB
2 9 (10.98%) NoSQL
3 6 (7.32%) Amazon RDS
3 6 (7.32%) Apache Cassandra
3 6 (7.32%) Redis
4 5 (6.10%) Azure SQL Database
4 5 (6.10%) MongoDB
5 4 (4.88%) BigQuery
5 4 (4.88%) Bigtable
5 4 (4.88%) Relational Database
6 2 (2.44%) PostgreSQL
7 1 (1.22%) Amazon Redshift
7 1 (1.22%) HBase
7 1 (1.22%) MySQL
7 1 (1.22%) Neo4j
7 1 (1.22%) SQL Server
7 1 (1.22%) SQL Server 2016
Development Applications
1 44 (53.66%) Git (software)
2 43 (52.44%) Jenkins
3 41 (50.00%) Atlassian Bamboo
4 34 (41.46%) Vagrant
5 20 (24.39%) Subversion
6 14 (17.07%) Hudson
7 12 (14.63%) Bitbucket
7 12 (14.63%) GoCD
7 12 (14.63%) JIRA
8 8 (9.76%) Octopus Deploy
8 8 (9.76%) TeamCity
9 6 (7.32%) GitLab
10 5 (6.10%) Maven
10 5 (6.10%) Visual Studio
11 4 (4.88%) Ant
11 4 (4.88%) Visual Studio Team System
12 1 (1.22%) Cucumber
12 1 (1.22%) Selenium
12 1 (1.22%) Travis CI
12 1 (1.22%) webpack
General
1 6 (7.32%) Marketing
1 6 (7.32%) Retail
2 5 (6.10%) Finance
3 1 (1.22%) Law
Job Titles
1 37 (45.12%) DevOps Engineer
2 10 (12.20%) Applications Engineer
3 9 (10.98%) Developer
4 8 (9.76%) Software Engineer
5 7 (8.54%) Cloud Engineer
5 7 (8.54%) Java Developer
6 6 (7.32%) PHP Developer
6 6 (7.32%) Platform Engineer
7 5 (6.10%) AWS DevOps
7 5 (6.10%) Azure Engineer
7 5 (6.10%) Lead DevOps
7 5 (6.10%) Lead DevOps Engineer
7 5 (6.10%) Python Developer
7 5 (6.10%) Senior Developer
7 5 (6.10%) Senior DevOps
7 5 (6.10%) Senior DevOps Engineer
8 4 (4.88%) Java Engineer
8 4 (4.88%) Senior PHP Developer
9 3 (3.66%) Linux Engineer
9 3 (3.66%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 13 (15.85%) REST
2 12 (14.63%) SAML
3 11 (13.41%) Web Services
4 10 (12.20%) Elastic Stack
5 7 (8.54%) Node.js
5 7 (8.54%) OAuth
6 5 (6.10%) .NET
6 5 (6.10%) Memcached
7 4 (4.88%) Apache Flex
7 4 (4.88%) J2EE
7 4 (4.88%) TensorFlow
8 3 (3.66%) AngularJS
8 3 (3.66%) Kafka
8 3 (3.66%) Middleware
8 3 (3.66%) Spring
9 2 (2.44%) JSON
9 2 (2.44%) React
10 1 (1.22%) Google Chart
10 1 (1.22%) Spring Boot
10 1 (1.22%) Vue.js
Miscellaneous
1 13 (15.85%) Distributed Denial-of-Service
2 8 (9.76%) Public Cloud
3 7 (8.54%) Data Centre
4 5 (6.10%) Hybrid Cloud
4 5 (6.10%) Private Cloud
4 5 (6.10%) Self-Motivation
5 4 (4.88%) Greenfield Project
6 2 (2.44%) Cloud Native
6 2 (2.44%) User Experience
7 1 (1.22%) Analytical Skills
7 1 (1.22%) Blog
7 1 (1.22%) Enterprise Software
7 1 (1.22%) Linux Command Line
Operating Systems
1 36 (43.90%) Linux
2 15 (18.29%) Windows
3 13 (15.85%) Windows Server
4 6 (7.32%) CentOS
4 6 (7.32%) Red Hat Enterprise Linux
5 1 (1.22%) DC/OS
5 1 (1.22%) Ubuntu
5 1 (1.22%) Windows Server 2008
Processes & Methodologies
1 72 (87.80%) DevOps
2 49 (59.76%) Agile Software Development
3 39 (47.56%) Configuration Management
4 35 (42.68%) Open Source
5 34 (41.46%) Microservices
6 30 (36.59%) Continuous Integration
7 28 (34.15%) Load Balancing
8 21 (25.61%) High Availability
8 21 (25.61%) Scrum
9 20 (24.39%) IT Strategy
9 20 (24.39%) User-Centered Design (UCD)
10 15 (18.29%) Software Engineering
11 13 (15.85%) SIEM
12 12 (14.63%) Decision-Making
12 12 (14.63%) Mentoring
12 12 (14.63%) Root Cause Analysis
13 10 (12.20%) Continuous Delivery
14 9 (10.98%) Deployment Automation
14 9 (10.98%) Problem-Solving
14 9 (10.98%) Unit Testing
Programming Languages
1 57 (69.51%) Python
2 44 (53.66%) Java
3 35 (42.68%) Ruby
4 26 (31.71%) SQL
5 22 (26.83%) Go
6 19 (23.17%) PowerShell
7 17 (20.73%) Bash Shell
7 17 (20.73%) Perl
8 8 (9.76%) Shell Script
9 6 (7.32%) PHP
10 5 (6.10%) C#
11 4 (4.88%) Java 8
11 4 (4.88%) PHP 5
12 3 (3.66%) JavaScript
13 1 (1.22%) ES6
13 1 (1.22%) ES7
13 1 (1.22%) ES8
13 1 (1.22%) TypeScript
Qualifications
1 8 (9.76%) AWS Certification
2 6 (7.32%) RHCE
2 6 (7.32%) RHCSA
3 5 (6.10%) ISEB
4 3 (3.66%) CCENT
4 3 (3.66%) Security Cleared
5 1 (1.22%) SC Cleared
System Software
1 50 (60.98%) Docker
2 6 (7.32%) Active Directory
2 6 (7.32%) Virtual Machines
3 3 (3.66%) Virtual Servers
4 1 (1.22%) Hyper-V
4 1 (1.22%) Squid
4 1 (1.22%) VirtualBox
4 1 (1.22%) VMware Infrastructure
Systems Management
1 62 (75.61%) Ansible
2 44 (53.66%) Kubernetes
3 36 (43.90%) Opscode Chef
4 35 (42.68%) Puppet
5 31 (37.80%) Packer
6 26 (31.71%) Consul
6 26 (31.71%) Docker Swarm
7 20 (24.39%) Opsview
8 18 (21.95%) Grafana
8 18 (21.95%) Graphite
9 13 (15.85%) Nagios
9 13 (15.85%) Salt
9 13 (15.85%) ZABBIX
10 7 (8.54%) rkt
11 6 (7.32%) Mesos
12 5 (6.10%) Prometheus
12 5 (6.10%) Single Sign-On
Vendors
1 19 (23.17%) Atlassian
2 14 (17.07%) Google
3 11 (13.41%) Microsoft
4 9 (10.98%) Red Hat
5 6 (7.32%) IBM
5 6 (7.32%) Splunk
6 5 (6.10%) Remedy
7 4 (4.88%) Adobe
8 2 (2.44%) New Relic
9 1 (1.22%) AppDynamics
9 1 (1.22%) VMware
9 1 (1.22%) Zend