Period
to 26 July 2021

The following table provides summary statistics for permanent job vacancies advertised in the 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 26 July 2021 with a comparison to the same period in the previous 2 years.

Terraform
England > Midlands
6 months to
26 Jul 2021
Same period 2020 Same period 2019
Rank 52 141 195
Rank change year-on-year +89 +54 +82
Permanent jobs citing Terraform 448 93 163
As % of all permanent jobs advertised in the Midlands 4.69% 1.70% 1.36%
As % of the Systems Management category 34.84% 14.01% 12.74%
Number of salaries quoted 311 65 77
10th Percentile £45,000 £42,500 £35,000
25th Percentile £53,125 £43,750 £40,000
Median annual salary (50th Percentile) £65,000 £60,000 £51,250
Median % change year-on-year +8.33% +17.07% +2.50%
75th Percentile £82,500 £70,000 £67,500
90th Percentile £91,250 £73,750 £74,000
England median annual salary £72,250 £70,000 £70,000
% change year-on-year +3.21% - +7.69%

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 Midlands with a requirement for systems management skills.

All Systems Management Skills
Midlands
Permanent vacancies with a requirement for systems management skills 1,286 664 1,279
As % of all permanent IT jobs advertised in the Midlands 13.45% 12.13% 10.69%
Number of salaries quoted 999 522 899
10th Percentile £31,250 £27,500 £28,250
25th Percentile £41,250 £37,500 £36,250
Median annual salary (50th Percentile) £55,000 £47,500 £47,500
Median % change year-on-year +15.79% - +7.95%
75th Percentile £68,750 £60,000 £59,000
90th Percentile £82,500 £71,250 £70,000
England median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +4.17% +9.09%

Terraform
Job Vacancy Trend in the Midlands

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

Job vacancy trend for Terraform in the Midlands

Terraform
Salary Trend in the Midlands

3-month moving average salary quoted in jobs citing Terraform in the Midlands.

Salary trend for Terraform in the Midlands

Terraform
Salary Histogram in the Midlands

Salary distribution for jobs citing Terraform in the Midlands over the 6 months to 26 July 2021.

Salary histogram for Terraform in the Midlands

Terraform
Job Locations in the Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Terraform within the Midlands region over the 6 months to 26 July 2021. 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
West Midlands +77 335 £70,000 +21.74% 66
East Midlands +31 108 £65,000 +4.00% 21
Terraform
England

For the 6 months to 26 July 2021, 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 Midlands region with a requirement for Terraform.

1 362 (80.80%) DevOps
2 298 (66.52%) Docker
3 224 (50.00%) AWS
4 212 (47.32%) Azure
5 208 (46.43%) Agile Software Development
6 207 (46.21%) Kubernetes
7 177 (39.51%) Infrastructure as Code
8 167 (37.28%) Ansible
9 149 (33.26%) Python
10 146 (32.59%) Jenkins
11 137 (30.58%) Linux
12 117 (26.12%) Security Cleared
13 116 (25.89%) SC Cleared
14 114 (25.45%) Social Skills
15 111 (24.78%) Microservices
16 106 (23.66%) Java
17 99 (22.10%) Bash Shell
18 95 (21.21%) PowerShell
19 92 (20.54%) Continuous Integration
20 83 (18.53%) Puppet
21 82 (18.30%) Problem-Solving
22 81 (18.08%) AWS CloudFormation
23 79 (17.63%) Windows
23 79 (17.63%) Configuration Management
24 76 (16.96%) Go
25 74 (16.52%) SQL
26 73 (16.29%) GitHub
27 72 (16.07%) Opscode Chef
27 72 (16.07%) Serverless
28 71 (15.85%) Open Source

Terraform
Co-occurring IT Skills in the 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 10 (2.23%) Apache
1 10 (2.23%) JBoss
1 10 (2.23%) Tomcat
2 7 (1.56%) Oracle SOA Suite
3 6 (1.34%) Confluence
4 5 (1.12%) Apache Spark
5 3 (0.67%) Oracle Workflow
6 2 (0.45%) MS Exchange
7 1 (0.22%) Elasticsearch
7 1 (0.22%) IIS
7 1 (0.22%) NServiceBus
7 1 (0.22%) SAS
Business Applications
1 3 (0.67%) Oracle EBS
1 3 (0.67%) Oracle ERP
1 3 (0.67%) PeopleSoft HCM
2 1 (0.22%) Oracle BPM
Cloud Services
1 224 (50.00%) AWS
2 212 (47.32%) Azure
3 81 (18.08%) AWS CloudFormation
4 73 (16.29%) GitHub
5 72 (16.07%) Serverless
6 69 (15.40%) GCP
7 41 (9.15%) SaaS
8 37 (8.26%) IaaS
9 33 (7.37%) Amazon EKS
9 33 (7.37%) PaaS
10 31 (6.92%) Amazon ECS
11 27 (6.03%) Azure Active Directory
12 23 (5.13%) Pulumi
13 22 (4.91%) OpenShift
14 17 (3.79%) Amazon EC2
14 17 (3.79%) Azure Key Vault
15 15 (3.35%) Azure Cosmos DB
16 14 (3.13%) AWS Lambda
17 13 (2.90%) Amazon CloudWatch
18 12 (2.68%) AWS CodePipeline
Communications & Networking
1 30 (6.70%) Firewall
2 18 (4.02%) Network Security
3 12 (2.68%) HTTP
4 11 (2.46%) TCP/IP
5 10 (2.23%) DMZ
6 9 (2.01%) DNS
6 9 (2.01%) LAN
7 7 (1.56%) IPv4
7 7 (1.56%) VPN
7 7 (1.56%) WAN
8 6 (1.34%) SSL
9 4 (0.89%) AMQP
10 3 (0.67%) DHCP
10 3 (0.67%) OpenVPN
11 2 (0.45%) SAN
12 1 (0.22%) IPv6
12 1 (0.22%) Kerberos
12 1 (0.22%) SMTP
Database & Business Intelligence
1 43 (9.60%) Big Data
2 32 (7.14%) NoSQL
3 27 (6.03%) MongoDB
4 25 (5.58%) PostgreSQL
5 23 (5.13%) MySQL
6 22 (4.91%) Amazon RDS
7 18 (4.02%) Amazon DynamoDB
8 17 (3.79%) SQL Server
9 15 (3.35%) Relational Database
10 14 (3.13%) Azure SQL Database
11 10 (2.23%) MariaDB
12 7 (1.56%) Apache Cassandra
13 6 (1.34%) Hadoop
13 6 (1.34%) InfluxDB
14 5 (1.12%) Apache Hive
14 5 (1.12%) Data Warehouse
15 4 (0.89%) Redis
16 3 (0.67%) BigQuery
16 3 (0.67%) Cloud Spanner
17 2 (0.45%) Qlik Sense
Development Applications
1 146 (32.59%) Jenkins
2 51 (11.38%) GitLab
3 50 (11.16%) Git (software)
4 28 (6.25%) Atlassian Bamboo
4 28 (6.25%) JIRA
5 26 (5.80%) TeamCity
6 22 (4.91%) Octopus Deploy
7 18 (4.02%) Vagrant
8 15 (3.35%) JMeter
9 12 (2.68%) Selenium
10 11 (2.46%) Hudson
10 11 (2.46%) JUnit
10 11 (2.46%) Postman
11 9 (2.01%) Artifactory
12 5 (1.12%) Bitbucket
12 5 (1.12%) Spinnaker
13 4 (0.89%) Cypress.io
14 3 (0.67%) PHPUnit
14 3 (0.67%) Subversion
15 2 (0.45%) Cucumber
General
1 114 (25.45%) Social Skills
2 25 (5.58%) Finance
3 20 (4.46%) Law
4 16 (3.57%) Public Sector
5 13 (2.90%) Games
6 10 (2.23%) Retail
7 6 (1.34%) Banking
7 6 (1.34%) Marketing
8 4 (0.89%) Influencing Skills
8 4 (0.89%) Telecoms
9 3 (0.67%) Analytical Skills
10 2 (0.45%) Automotive
10 2 (0.45%) Presentation Skills
11 1 (0.22%) Financial Institution
Job Titles
1 191 (42.63%) DevOps Engineer
2 80 (17.86%) AWS Engineer
3 72 (16.07%) Developer
4 67 (14.96%) Platform Engineer
5 40 (8.93%) Cloud Engineer
6 38 (8.48%) Java Developer
7 37 (8.26%) Azure Engineer
7 37 (8.26%) Senior DevOps
7 37 (8.26%) Senior DevOps Engineer
8 36 (8.04%) AWS DevOps
8 36 (8.04%) AWS DevOps Engineer
9 32 (7.14%) Architect
10 24 (5.36%) Software Engineer
11 20 (4.46%) Lead DevOps
12 16 (3.57%) Azure DevOps Engineer
12 16 (3.57%) Lead DevOps Engineer
13 15 (3.35%) Technical Architect
14 14 (3.13%) Full Stack Developer
15 13 (2.90%) Junior
16 11 (2.46%) Junior DevOps
Libraries, Frameworks & Software Standards
1 67 (14.96%) Spring
2 65 (14.51%) REST
3 46 (10.27%) GraphQL
4 41 (9.15%) .NET
5 38 (8.48%) Middleware
5 38 (8.48%) Node.js
6 37 (8.26%) Hibernate
6 37 (8.26%) JavaBeans
7 29 (6.47%) .NET Core
8 26 (5.80%) React
9 22 (4.91%) Kafka
10 21 (4.69%) AngularJS
11 17 (3.79%) .NET Framework
11 17 (3.79%) JSON
11 17 (3.79%) OAuth
11 17 (3.79%) OAuth2
12 15 (3.35%) Elastic Stack
12 15 (3.35%) Spring Boot
13 11 (2.46%) RESTful
13 11 (2.46%) Web Services
Miscellaneous
1 43 (9.60%) Greenfield Project
2 33 (7.37%) Public Cloud
3 24 (5.36%) Cloud Native
4 20 (4.46%) Virtual Team
5 19 (4.24%) Private Cloud
6 11 (2.46%) Data Centre
7 10 (2.23%) Legacy Applications
7 10 (2.23%) User Experience
8 5 (1.12%) Management Information System
8 5 (1.12%) Self-Motivation
9 3 (0.67%) Mobile App
10 2 (0.45%) Cyberthreat
11 1 (0.22%) Cyber Defence
11 1 (0.22%) Data Protection Act
11 1 (0.22%) Enterprise Cloud
11 1 (0.22%) iPhone
11 1 (0.22%) Reinsurance
11 1 (0.22%) Smartphone
Operating Systems
1 137 (30.58%) Linux
2 79 (17.63%) Windows
3 24 (5.36%) Windows Server
4 22 (4.91%) CentOS
5 20 (4.46%) Ubuntu
5 20 (4.46%) Unix
6 12 (2.68%) Red Hat Enterprise Linux
7 7 (1.56%) Windows Server 2016
7 7 (1.56%) Windows Server 2019
8 2 (0.45%) Android
8 2 (0.45%) Apple iOS
8 2 (0.45%) Mac OS X
9 1 (0.22%) Alpine Linux
9 1 (0.22%) Data ONTAP
9 1 (0.22%) Mac OS
9 1 (0.22%) Windows Server 2012
Processes & Methodologies
1 362 (80.80%) DevOps
2 208 (46.43%) Agile Software Development
3 177 (39.51%) Infrastructure as Code
4 111 (24.78%) Microservices
5 92 (20.54%) Continuous Integration
6 82 (18.30%) Problem-Solving
7 79 (17.63%) Configuration Management
8 71 (15.85%) Open Source
9 63 (14.06%) Scrum
10 54 (12.05%) TDD
11 48 (10.71%) Analytics
12 45 (10.04%) Software Engineering
13 44 (9.82%) SOA
14 39 (8.71%) Coaching
14 39 (8.71%) Data Analytics
15 38 (8.48%) Load Balancing
16 37 (8.26%) BDD
16 37 (8.26%) Big Data Analytics
17 36 (8.04%) SDLC
18 33 (7.37%) Test Automation
Programming Languages
1 149 (33.26%) Python
2 106 (23.66%) Java
3 99 (22.10%) Bash Shell
4 95 (21.21%) PowerShell
5 76 (16.96%) Go
6 74 (16.52%) SQL
7 52 (11.61%) Ruby
8 50 (11.16%) JavaScript
9 48 (10.71%) Java 8
10 46 (10.27%) C#
11 23 (5.13%) PHP
12 18 (4.02%) Perl
13 14 (3.13%) Groovy
14 7 (1.56%) C
14 7 (1.56%) C++
14 7 (1.56%) TypeScript
14 7 (1.56%) VB
14 7 (1.56%) VB.NET
15 2 (0.45%) ES6
16 1 (0.22%) ES7
Qualifications
1 117 (26.12%) Security Cleared
2 116 (25.89%) SC Cleared
3 24 (5.36%) AWS Certification
4 7 (1.56%) RHCE
5 4 (0.89%) Degree
5 4 (0.89%) MCSA
5 4 (0.89%) MCSE
5 4 (0.89%) Microsoft Certification
5 4 (0.89%) VMware Certified Professional (VCP)
6 3 (0.67%) Oracle Certification
6 3 (0.67%) RHCSA
7 1 (0.22%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 6 (1.34%) QA
2 1 (0.22%) Data Quality
2 1 (0.22%) GDPR
2 1 (0.22%) ISO/IEC 27001
2 1 (0.22%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
2 1 (0.22%) ISO/IEC 27005
2 1 (0.22%) NCSC
2 1 (0.22%) PCI DSS
2 1 (0.22%) PSD2
2 1 (0.22%) SLA
System Software
1 298 (66.52%) Docker
2 20 (4.46%) VMware Infrastructure
3 17 (3.79%) Active Directory
4 11 (2.46%) Hyper-V
5 6 (1.34%) Virtual Machines
6 3 (0.67%) Firmware
7 1 (0.22%) NFS
7 1 (0.22%) vSphere
Systems Management
1 207 (46.21%) Kubernetes
2 167 (37.28%) Ansible
3 83 (18.53%) Puppet
4 72 (16.07%) Opscode Chef
5 33 (7.37%) Grafana
6 31 (6.92%) Prometheus
7 29 (6.47%) Docker Swarm
8 25 (5.58%) Packer
9 22 (4.91%) Consul
10 20 (4.46%) Salt
11 17 (3.79%) Graphite
12 12 (2.68%) Opsview
12 12 (2.68%) Rancher
13 11 (2.46%) Nagios
14 10 (2.23%) Rundeck
15 8 (1.79%) SCCM
16 7 (1.56%) CFEngine
17 6 (1.34%) ZABBIX
18 5 (1.12%) Zipkin
19 3 (0.67%) Opsgenie
Vendors
1 38 (8.48%) Microsoft
2 31 (6.92%) Red Hat
3 23 (5.13%) Oracle
3 23 (5.13%) VMware
4 17 (3.79%) Google
5 13 (2.90%) New Relic
6 9 (2.01%) IBM
7 7 (1.56%) Alibaba
7 7 (1.56%) SaltStack
8 6 (1.34%) CheckPoint
8 6 (1.34%) Citrix
9 4 (0.89%) LexisNexis
10 3 (0.67%) Atlassian
10 3 (0.67%) Databricks
10 3 (0.67%) JD Edwards
10 3 (0.67%) PeopleSoft
10 3 (0.67%) Spotify
11 2 (0.45%) Dynatrace
11 2 (0.45%) Splunk
12 1 (0.22%) Samsung