Period
to 18 October 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 18 October 2021 with a comparison to the same period in the previous 2 years.

Terraform
England > Midlands
6 months to
18 Oct 2021
Same period 2020 Same period 2019
Rank 50 91 207
Rank change year-on-year +41 +116 +77
Permanent jobs citing Terraform 512 126 141
As % of all permanent jobs advertised in the Midlands 4.84% 3.21% 1.25%
As % of the Systems Management category 35.90% 24.28% 11.65%
Number of salaries quoted 351 73 88
10th Percentile £45,000 £38,750 £35,000
25th Percentile £52,500 £43,750 £42,188
Median annual salary (50th Percentile) £65,000 £60,000 £55,899
Median % change year-on-year +8.33% +7.34% -2.78%
75th Percentile £83,750 £70,000 £70,313
90th Percentile £100,000 £74,950 £80,000
England median annual salary £75,000 £65,000 £70,000
% change year-on-year +15.38% -7.14% +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 1,426 519 1,210
As % of all permanent IT jobs advertised in the Midlands 13.49% 13.22% 10.73%
Number of salaries quoted 1,090 382 911
10th Percentile £32,500 £31,250 £28,250
25th Percentile £41,250 £38,750 £37,000
Median annual salary (50th Percentile) £55,000 £50,000 £47,500
Median % change year-on-year +10.00% +5.26% +5.56%
75th Percentile £70,000 £63,000 £59,000
90th Percentile £86,250 £72,500 £70,000
England median annual salary £67,500 £62,500 £58,500
% change year-on-year +8.00% +6.84% +6.36%

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 18 October 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 18 October 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 +12 390 £67,500 +12.50% 58
East Midlands +21 122 £63,750 +27.50% 22
Terraform
England

For the 6 months to 18 October 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.

1 398 (77.73%) DevOps
2 330 (64.45%) Docker
3 260 (50.78%) AWS
4 232 (45.31%) Azure
5 230 (44.92%) Agile Software Development
6 223 (43.55%) Kubernetes
7 201 (39.26%) Infrastructure as Code
8 171 (33.40%) Ansible
9 165 (32.23%) Jenkins
10 156 (30.47%) Microservices
11 143 (27.93%) Java
12 139 (27.15%) Linux
13 132 (25.78%) Security Cleared
14 125 (24.41%) Python
15 123 (24.02%) Social Skills
16 121 (23.63%) SC Cleared
17 118 (23.05%) PowerShell
18 106 (20.70%) Problem-Solving
19 101 (19.73%) SQL
20 100 (19.53%) AWS CloudFormation
21 96 (18.75%) Spring
22 93 (18.16%) Continuous Integration
23 88 (17.19%) Open Source
24 83 (16.21%) Go
24 83 (16.21%) Windows
25 82 (16.02%) Configuration Management
26 79 (15.43%) Bash Shell
27 77 (15.04%) Serverless
28 70 (13.67%) TDD
28 70 (13.67%) Scrum

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 12 (2.34%) Apache Spark
1 12 (2.34%) Confluence
2 10 (1.95%) OpenStack
3 7 (1.37%) IIS
3 7 (1.37%) Oracle SOA Suite
4 6 (1.17%) Apache
4 6 (1.17%) JBoss
4 6 (1.17%) Tomcat
5 4 (0.78%) SAS
6 1 (0.20%) Elasticsearch
6 1 (0.20%) NetWeaver
6 1 (0.20%) nginx
6 1 (0.20%) Oracle Workflow
Applications
1 1 (0.20%) Microsoft Excel
Business Applications
1 4 (0.78%) Oracle BPM
2 1 (0.20%) Oracle EBS
2 1 (0.20%) Oracle ERP
2 1 (0.20%) PeopleSoft HCM
2 1 (0.20%) SAP S/4HANA
Cloud Services
1 260 (50.78%) AWS
2 232 (45.31%) Azure
3 100 (19.53%) AWS CloudFormation
4 77 (15.04%) Serverless
5 67 (13.09%) GitHub
6 64 (12.50%) GCP
7 56 (10.94%) SaaS
8 29 (5.66%) IaaS
9 28 (5.47%) Amazon EKS
10 27 (5.27%) Amazon CloudWatch
10 27 (5.27%) PaaS
11 26 (5.08%) Amazon ECS
12 25 (4.88%) Pulumi
13 23 (4.49%) Amazon EC2
14 22 (4.30%) Azure Active Directory
15 20 (3.91%) Azure Cosmos DB
16 19 (3.71%) AWS Lambda
17 18 (3.52%) Azure Key Vault
17 18 (3.52%) OpenShift
18 15 (2.93%) Amazon SQS
Communications & Networking
1 27 (5.27%) Firewall
2 18 (3.52%) Network Security
3 15 (2.93%) HTTP
4 14 (2.73%) DNS
5 10 (1.95%) TCP/IP
6 7 (1.37%) DHCP
6 7 (1.37%) IPv4
6 7 (1.37%) IPv6
6 7 (1.37%) LAN
6 7 (1.37%) WAN
7 6 (1.17%) DMZ
8 4 (0.78%) SSL
9 3 (0.59%) NetScaler
9 3 (0.59%) VPN
10 1 (0.20%) AMQP
10 1 (0.20%) Internet
10 1 (0.20%) Kerberos
10 1 (0.20%) OpenVPN
10 1 (0.20%) SMTP
Database & Business Intelligence
1 51 (9.96%) Big Data
2 37 (7.23%) MySQL
3 32 (6.25%) PostgreSQL
4 31 (6.05%) SQL Server
5 24 (4.69%) Amazon DynamoDB
5 24 (4.69%) NoSQL
6 23 (4.49%) Amazon RDS
6 23 (4.49%) MongoDB
7 16 (3.13%) Azure SQL Database
7 16 (3.13%) Hadoop
8 10 (1.95%) MariaDB
9 9 (1.76%) Relational Database
10 7 (1.37%) Apache Cassandra
10 7 (1.37%) SQL Server Integration Services
11 6 (1.17%) DTS
11 6 (1.17%) Microsoft Analysis Services
11 6 (1.17%) SQL Server Analysis Services
12 4 (0.78%) Hazelcast
13 3 (0.59%) Metadata
13 3 (0.59%) QlikView
Development Applications
1 165 (32.23%) Jenkins
2 52 (10.16%) Git (software)
3 51 (9.96%) GitLab
4 41 (8.01%) JIRA
5 17 (3.32%) Atlassian Bamboo
6 16 (3.13%) JMeter
6 16 (3.13%) JUnit
6 16 (3.13%) Selenium
7 13 (2.54%) Vagrant
8 12 (2.34%) Postman
9 8 (1.56%) Octopus Deploy
10 7 (1.37%) TeamCity
11 6 (1.17%) Hudson
12 4 (0.78%) Cypress.io
13 3 (0.59%) Cucumber
13 3 (0.59%) Jasmine
13 3 (0.59%) NUnit
13 3 (0.59%) PHPUnit
13 3 (0.59%) Sonatype Nexus
14 2 (0.39%) Maven
General
1 123 (24.02%) Social Skills
2 38 (7.42%) Finance
3 25 (4.88%) Games
4 16 (3.13%) Retail
5 15 (2.93%) Law
5 15 (2.93%) Public Sector
6 10 (1.95%) Analytical Skills
6 10 (1.95%) Inclusion and Diversity
7 8 (1.56%) Banking
7 8 (1.56%) Marketing
8 6 (1.17%) Documentation Skills
9 4 (0.78%) Manufacturing
9 4 (0.78%) Presentation Skills
9 4 (0.78%) Telecoms
10 3 (0.59%) Influencing Skills
11 1 (0.20%) Aerospace
11 1 (0.20%) Financial Institution
Job Titles
1 170 (33.20%) DevOps Engineer
2 115 (22.46%) Developer
3 75 (14.65%) AWS Engineer
4 64 (12.50%) Platform Engineer
5 58 (11.33%) Cloud Engineer
5 58 (11.33%) Java Developer
6 44 (8.59%) Architect
6 44 (8.59%) Senior DevOps
6 44 (8.59%) Senior DevOps Engineer
7 32 (6.25%) Azure Engineer
8 27 (5.27%) Technical Architect
9 24 (4.69%) AWS DevOps
10 23 (4.49%) AWS DevOps Engineer
11 21 (4.10%) Lead DevOps
12 19 (3.71%) Software Engineer
13 17 (3.32%) Senior Architect
14 15 (2.93%) Senior Technical Architect
15 12 (2.34%) Full Stack Developer
16 11 (2.15%) Junior
16 11 (2.15%) Lead DevOps Engineer
Libraries, Frameworks & Software Standards
1 96 (18.75%) Spring
2 64 (12.50%) REST
3 61 (11.91%) GraphQL
4 56 (10.94%) .NET
5 50 (9.77%) Middleware
6 48 (9.38%) Hibernate
7 44 (8.59%) JavaBeans
8 36 (7.03%) .NET Core
9 32 (6.25%) React
10 30 (5.86%) Node.js
11 26 (5.08%) ARM Templates
12 24 (4.69%) Kafka
13 23 (4.49%) AngularJS
14 21 (4.10%) JSON
14 21 (4.10%) OAuth
14 21 (4.10%) Spring Boot
15 19 (3.71%) .NET Framework
15 19 (3.71%) ASP.NET
15 19 (3.71%) ASP.NET Web API
16 17 (3.32%) OAuth2
Miscellaneous
1 67 (13.09%) Greenfield Project
2 37 (7.23%) Public Cloud
3 32 (6.25%) Virtual Team
4 18 (3.52%) Cloud Native
5 14 (2.73%) Legacy Applications
6 13 (2.54%) Private Cloud
7 10 (1.95%) Data Centre
7 10 (1.95%) User Experience
8 7 (1.37%) Self-Motivation
9 6 (1.17%) Management Information System
10 4 (0.78%) Credit Risk
10 4 (0.78%) Cyberthreat
11 3 (0.59%) Data Protection Act
11 3 (0.59%) Hybrid Cloud
12 2 (0.39%) Enterprise Cloud
12 2 (0.39%) Linux Command Line
13 1 (0.20%) HACMP
13 1 (0.20%) Legacy Systems
13 1 (0.20%) Replication
Operating Systems
1 139 (27.15%) Linux
2 83 (16.21%) Windows
3 26 (5.08%) Unix
4 14 (2.73%) CentOS
5 12 (2.34%) Ubuntu
6 7 (1.37%) Red Hat Enterprise Linux
6 7 (1.37%) Windows Server
6 7 (1.37%) Windows Server 2016
6 7 (1.37%) Windows Server 2019
7 3 (0.59%) Windows Server 2012
8 1 (0.20%) AIX
8 1 (0.20%) Android
8 1 (0.20%) Apple iOS
8 1 (0.20%) Data ONTAP
8 1 (0.20%) Debian
8 1 (0.20%) Mac OS X
Processes & Methodologies
1 398 (77.73%) DevOps
2 230 (44.92%) Agile Software Development
3 201 (39.26%) Infrastructure as Code
4 156 (30.47%) Microservices
5 106 (20.70%) Problem-Solving
6 93 (18.16%) Continuous Integration
7 88 (17.19%) Open Source
8 82 (16.02%) Configuration Management
9 70 (13.67%) Scrum
9 70 (13.67%) TDD
10 62 (12.11%) Analytics
11 57 (11.13%) SOA
12 55 (10.74%) Coaching
13 52 (10.16%) Data Analytics
14 44 (8.59%) BDD
14 44 (8.59%) Big Data Analytics
14 44 (8.59%) Software Engineering
15 42 (8.20%) SDLC
16 41 (8.01%) Load Balancing
17 32 (6.25%) Migration
Programming Languages
1 143 (27.93%) Java
2 125 (24.41%) Python
3 118 (23.05%) PowerShell
4 101 (19.73%) SQL
5 83 (16.21%) Go
6 79 (15.43%) Bash Shell
7 67 (13.09%) C#
8 56 (10.94%) Java 8
9 54 (10.55%) JavaScript
10 44 (8.59%) Ruby
11 27 (5.27%) PHP
12 26 (5.08%) Perl
13 13 (2.54%) C
13 13 (2.54%) TypeScript
14 8 (1.56%) Groovy
15 7 (1.37%) C++
15 7 (1.37%) VB
15 7 (1.37%) VB.NET
16 2 (0.39%) Shell Script
17 1 (0.20%) T-SQL
Qualifications
1 132 (25.78%) Security Cleared
2 121 (23.63%) SC Cleared
3 16 (3.13%) AWS Certification
4 3 (0.59%) Degree
5 1 (0.20%) MCSA
5 1 (0.20%) MCSE
5 1 (0.20%) Microsoft Certification
5 1 (0.20%) MySQL Certification
5 1 (0.20%) Oracle Certification
5 1 (0.20%) RHCE
5 1 (0.20%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 9 (1.76%) QA
2 3 (0.59%) PCI DSS
2 3 (0.59%) Sarbanes-Oxley
2 3 (0.59%) SLA
3 2 (0.39%) PSD2
4 1 (0.20%) IFRS
4 1 (0.20%) IFRS 9
System Software
1 330 (64.45%) Docker
2 12 (2.34%) Active Directory
3 6 (1.17%) VMware Infrastructure
4 5 (0.98%) Hyper-V
5 4 (0.78%) Virtual Machines
6 2 (0.39%) NFS
Systems Management
1 223 (43.55%) Kubernetes
2 171 (33.40%) Ansible
3 65 (12.70%) Puppet
4 60 (11.72%) Opscode Chef
5 34 (6.64%) Grafana
6 19 (3.71%) Prometheus
6 19 (3.71%) Salt
7 16 (3.13%) Docker Swarm
8 15 (2.93%) Packer
9 14 (2.73%) Consul
10 11 (2.15%) SCCM
11 8 (1.56%) Graphite
11 8 (1.56%) Rancher
12 7 (1.37%) CFEngine
12 7 (1.37%) Opsview
13 6 (1.17%) Nagios
13 6 (1.17%) Rundeck
14 4 (0.78%) Single Sign-On
14 4 (0.78%) ZABBIX
15 3 (0.59%) SCOrch
Vendors
1 39 (7.62%) Oracle
2 31 (6.05%) Microsoft
3 20 (3.91%) New Relic
4 19 (3.71%) Red Hat
5 13 (2.54%) Google
6 9 (1.76%) Cisco
6 9 (1.76%) IBM
6 9 (1.76%) VMware
7 8 (1.56%) Citrix
7 8 (1.56%) Dynatrace
7 8 (1.56%) LexisNexis
8 7 (1.37%) Alibaba
8 7 (1.37%) CheckPoint
9 4 (0.78%) SAP
9 4 (0.78%) Splunk
9 4 (0.78%) Teradata
10 3 (0.59%) Ab Initio
10 3 (0.59%) Spotify
11 2 (0.39%) Meraki
11 2 (0.39%) Progress