Period
to 23 July 2021

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 23 July 2021 with a comparison to the same period in the previous 2 years.

Terraform
England > Yorkshire
6 months to
23 Jul 2021
Same period 2020 Same period 2019
Rank 25 53 184
Rank change year-on-year +28 +131 -1
Permanent jobs citing Terraform 510 175 130
As % of all permanent jobs advertised in Yorkshire 8.56% 4.65% 1.70%
As % of the Systems Management category 47.00% 29.81% 12.21%
Number of salaries quoted 469 166 114
10th Percentile £38,750 £39,375 £38,025
25th Percentile £45,000 £42,813 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £53,400
Median % change year-on-year +9.09% +3.00% +1.71%
75th Percentile £67,500 £68,750 £65,000
90th Percentile £82,500 £72,500 £72,612
England median annual salary £71,750 £70,000 £70,000
% change year-on-year +2.50% - +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 Yorkshire with a requirement for systems management skills.

All Systems Management Skills
Yorkshire
Permanent vacancies with a requirement for systems management skills 1,085 587 1,065
As % of all permanent IT jobs advertised in Yorkshire 18.20% 15.60% 13.91%
Number of salaries quoted 892 525 631
10th Percentile £36,025 £31,375 £31,250
25th Percentile £40,000 £40,750 £37,250
Median annual salary (50th Percentile) £55,000 £50,000 £45,100
Median % change year-on-year +10.00% +10.86% +0.22%
75th Percentile £67,500 £62,500 £57,500
90th Percentile £77,500 £71,500 £65,000
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 Yorkshire

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

Job vacancy trend for Terraform in Yorkshire

Terraform
Salary Trend in Yorkshire

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

Salary trend for Terraform in Yorkshire

Terraform
Salary Histogram in Yorkshire

Salary distribution for jobs citing Terraform in Yorkshire over the 6 months to 23 July 2021.

Salary histogram for Terraform in Yorkshire

Terraform
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Terraform within the Yorkshire region over the 6 months to 23 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 Yorkshire +20 318 £60,000 +9.09% 52
South Yorkshire +25 128 £57,500 +15.00% 14
North Yorkshire +30 64 £45,000 - 4
Terraform
England

For the 6 months to 23 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 Yorkshire region with a requirement for Terraform.

1 430 (84.31%) DevOps
2 386 (75.69%) Kubernetes
3 344 (67.45%) AWS
4 319 (62.55%) Agile Software Development
5 313 (61.37%) Docker
6 275 (53.92%) Azure
7 220 (43.14%) Python
8 208 (40.78%) Puppet
9 201 (39.41%) Infrastructure as Code
10 183 (35.88%) Opscode Chef
11 181 (35.49%) Linux
12 180 (35.29%) AWS CloudFormation
13 166 (32.55%) Go
14 154 (30.20%) Java
15 142 (27.84%) Ruby
16 140 (27.45%) JavaScript
17 136 (26.67%) Git (software)
18 127 (24.90%) Ansible
19 119 (23.33%) GCP
19 119 (23.33%) Problem-Solving
20 117 (22.94%) Deployment Automation
20 117 (22.94%) C#
20 117 (22.94%) Configuration Management
21 115 (22.55%) Jenkins
22 111 (21.76%) Bash Shell
23 103 (20.20%) PowerShell
24 92 (18.04%) Pulumi
24 92 (18.04%) SaltStack
25 89 (17.45%) SQL
26 86 (16.86%) Scrum

Terraform
Co-occurring IT Skills in Yorkshire 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 4 (0.78%) Apache Spark
2 3 (0.59%) IIS
3 2 (0.39%) Confluence
4 1 (0.20%) Tomcat
Cloud Services
1 344 (67.45%) AWS
2 275 (53.92%) Azure
3 180 (35.29%) AWS CloudFormation
4 119 (23.33%) GCP
5 92 (18.04%) Pulumi
6 64 (12.55%) Amazon EKS
7 47 (9.22%) Datadog
8 46 (9.02%) Azure Cosmos DB
9 28 (5.49%) Serverless
10 18 (3.53%) Amazon ECS
10 18 (3.53%) IaaS
11 16 (3.14%) AWS Lambda
12 13 (2.55%) PaaS
13 11 (2.16%) GitHub
14 10 (1.96%) Amazon CloudWatch
14 10 (1.96%) Amazon EC2
14 10 (1.96%) SaaS
15 9 (1.76%) Amazon S3
16 7 (1.37%) npm
17 5 (0.98%) Amazon Kinesis
Communications & Networking
1 25 (4.90%) TCP/IP
2 13 (2.55%) DNS
3 11 (2.16%) Firewall
4 10 (1.96%) Network Security
5 6 (1.18%) Broadband
5 6 (1.18%) LAN
5 6 (1.18%) WAN
6 4 (0.78%) Cisco ASA
7 2 (0.39%) HTTP
7 2 (0.39%) NAS
7 2 (0.39%) SAN
7 2 (0.39%) SSL
7 2 (0.39%) VPN
8 1 (0.20%) HTTPS
Database & Business Intelligence
1 69 (13.53%) PostgreSQL
2 56 (10.98%) Azure SQL Database
3 55 (10.78%) MySQL
4 51 (10.00%) MongoDB
5 46 (9.02%) MariaDB
5 46 (9.02%) Redis
6 12 (2.35%) Amazon DynamoDB
6 12 (2.35%) NoSQL
7 10 (1.96%) SQL Server
8 7 (1.37%) Big Data
9 6 (1.18%) Amazon RDS
9 6 (1.18%) Data Lake
10 3 (0.59%) Metadata
10 3 (0.59%) Metadata Repository
10 3 (0.59%) Relational Database
11 2 (0.39%) Microsoft Analysis Services
11 2 (0.39%) Tableau
11 2 (0.39%) Tableau Server
12 1 (0.20%) BigQuery
12 1 (0.20%) RDBMS
Development Applications
1 136 (26.67%) Git (software)
2 115 (22.55%) Jenkins
3 58 (11.37%) GitLab
4 46 (9.02%) Team Foundation Server
5 16 (3.14%) Bitbucket
5 16 (3.14%) Sonatype Nexus
6 12 (2.35%) Cucumber
6 12 (2.35%) Postman
6 12 (2.35%) Selenium
6 12 (2.35%) SoapUI
7 8 (1.57%) CircleCI
7 8 (1.57%) JIRA
8 6 (1.18%) Maven
9 5 (0.98%) Octopus Deploy
9 5 (0.98%) Visual Studio
10 4 (0.78%) Babel
10 4 (0.78%) webpack
11 3 (0.59%) Atlassian Bamboo
11 3 (0.59%) TeamCity
12 2 (0.39%) git-flow
General
1 36 (7.06%) Public Sector
2 34 (6.67%) Finance
3 33 (6.47%) Social Skills
4 23 (4.51%) Games
5 21 (4.12%) Banking
6 19 (3.73%) Law
7 12 (2.35%) Inclusion and Diversity
7 12 (2.35%) Presentation Skills
8 10 (1.96%) Analytical Skills
9 8 (1.57%) Retail
10 6 (1.18%) Retail Banking
11 3 (0.59%) Marketing
12 2 (0.39%) Documentation Skills
12 2 (0.39%) Publishing
13 1 (0.20%) Back Office
Job Titles
1 258 (50.59%) DevOps Engineer
2 128 (25.10%) AWS Engineer
3 118 (23.14%) AWS DevOps
4 117 (22.94%) AWS DevOps Engineer
5 89 (17.45%) Azure Engineer
6 61 (11.96%) Azure DevOps Engineer
7 58 (11.37%) Software Engineer
8 57 (11.18%) Azure DevOps
9 52 (10.20%) Developer
10 38 (7.45%) Senior DevOps
11 37 (7.25%) Senior DevOps Engineer
12 31 (6.08%) Cloud Engineer
13 29 (5.69%) Platform Engineer
14 17 (3.33%) Architect
14 17 (3.33%) Senior Developer
15 16 (3.14%) Python Developer
16 14 (2.75%) Data Engineer
17 13 (2.55%) Azure Architect
17 13 (2.55%) Head of Engineering
18 12 (2.35%) Technical Trainer
Libraries, Frameworks & Software Standards
1 83 (16.27%) React
2 79 (15.49%) AngularJS
3 59 (11.57%) Vue.js
4 34 (6.67%) Node.js
5 17 (3.33%) .NET
6 14 (2.75%) REST
6 14 (2.75%) YAML
7 11 (2.16%) HTML
8 10 (1.96%) Lambda Expressions
9 9 (1.76%) CSS
10 8 (1.57%) LDAP
10 8 (1.57%) Web Services
11 7 (1.37%) GraphQL
11 7 (1.37%) JSON
11 7 (1.37%) Kafka
12 4 (0.78%) Apollo GraphQL
12 4 (0.78%) Redux
12 4 (0.78%) RESTful
12 4 (0.78%) Spark Streaming
12 4 (0.78%) WebSockets
Miscellaneous
1 58 (11.37%) Linux Command Line
2 47 (9.22%) Enterprise Cloud
3 34 (6.67%) Public Cloud
4 30 (5.88%) Hybrid Cloud
5 29 (5.69%) Greenfield Project
6 26 (5.10%) NHS
7 20 (3.92%) Data Centre
8 19 (3.73%) Cloud Native
9 16 (3.14%) Self-Motivation
10 15 (2.94%) Management Information System
11 11 (2.16%) Virtual Team
12 7 (1.37%) User Experience
13 6 (1.18%) Legacy Applications
13 6 (1.18%) Social Media
14 5 (0.98%) Data Protection Act
15 4 (0.78%) Hedge funds
15 4 (0.78%) Legacy Code
16 3 (0.59%) Over-the-Top Content
17 2 (0.39%) Cyberthreat
17 2 (0.39%) Enterprise Software
Operating Systems
1 181 (35.49%) Linux
2 35 (6.86%) Windows
3 12 (2.35%) Unix
4 3 (0.59%) Red Hat Enterprise Linux
5 2 (0.39%) Windows Server
6 1 (0.20%) VMS
Processes & Methodologies
1 430 (84.31%) DevOps
2 319 (62.55%) Agile Software Development
3 201 (39.41%) Infrastructure as Code
4 119 (23.33%) Problem-Solving
5 117 (22.94%) Configuration Management
5 117 (22.94%) Deployment Automation
6 86 (16.86%) Scrum
7 84 (16.47%) Migration
8 83 (16.27%) Continuous Integration
9 81 (15.88%) Software Engineering
10 59 (11.57%) TDD
11 57 (11.18%) Analytics
11 57 (11.18%) Unit Testing
12 51 (10.00%) OOP
13 50 (9.80%) Mentoring
14 47 (9.22%) Don't repeat yourself (DRY)
14 47 (9.22%) SOLID
15 46 (9.02%) Web Application Development
16 37 (7.25%) Decision-Making
17 33 (6.47%) Test Automation
Programming Languages
1 220 (43.14%) Python
2 166 (32.55%) Go
3 154 (30.20%) Java
4 142 (27.84%) Ruby
5 140 (27.45%) JavaScript
6 117 (22.94%) C#
7 111 (21.76%) Bash Shell
8 103 (20.20%) PowerShell
9 89 (17.45%) SQL
10 63 (12.35%) TypeScript
11 58 (11.37%) Groovy
12 56 (10.98%) PHP
13 49 (9.61%) Scala
14 47 (9.22%) C++
14 47 (9.22%) Kotlin
15 8 (1.57%) Shell Script
16 3 (0.59%) Bourne shell
16 3 (0.59%) C
17 2 (0.39%) ES6
18 1 (0.20%) SHACL
Qualifications
1 53 (10.39%) AWS Certification
2 41 (8.04%) Security Cleared
3 36 (7.06%) SC Cleared
4 15 (2.94%) Degree
5 10 (1.96%) Computer Science Degree
Quality Assurance & Compliance
1 3 (0.59%) ISO/IEC 27001
2 2 (0.39%) ISO 9001
2 2 (0.39%) PCI DSS
2 2 (0.39%) PMO
2 2 (0.39%) SLA
3 1 (0.20%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
3 1 (0.20%) ISO/IEC 27005
3 1 (0.20%) NCSC
3 1 (0.20%) QA
System Software
1 313 (61.37%) Docker
2 9 (1.76%) Active Directory
3 7 (1.37%) Hyper-V
4 6 (1.18%) Virtual Desktop
5 3 (0.59%) VMware Infrastructure
6 2 (0.39%) Virtual Machines
6 2 (0.39%) VMware ESXi
6 2 (0.39%) XenApp
6 2 (0.39%) XenDesktop
7 1 (0.20%) Microsoft Virtual Server
7 1 (0.20%) Virtual Servers
Systems Management
1 386 (75.69%) Kubernetes
2 208 (40.78%) Puppet
3 183 (35.88%) Opscode Chef
4 127 (24.90%) Ansible
5 52 (10.20%) Prometheus
6 46 (9.02%) Grafana
7 32 (6.27%) Istio
8 9 (1.76%) Single Sign-On
9 6 (1.18%) SCOM
10 4 (0.78%) Active Directory Federation Services
10 4 (0.78%) Graphite
11 3 (0.59%) Rancher
12 2 (0.39%) FortiGate
12 2 (0.39%) Nagios
12 2 (0.39%) Packer
12 2 (0.39%) SCCM
13 1 (0.20%) Marathon
13 1 (0.20%) Mesos
Vendors
1 92 (18.04%) SaltStack
2 50 (9.80%) Microsoft
3 47 (9.22%) New Relic
4 30 (5.88%) Splunk
5 28 (5.49%) Google
6 14 (2.75%) VMware
7 13 (2.55%) Oracle
8 12 (2.35%) Dynatrace
9 11 (2.16%) EnterpriseDB
10 10 (1.96%) Cisco
11 9 (1.76%) Atlassian
12 5 (0.98%) Databricks
13 4 (0.78%) CheckPoint
14 2 (0.39%) Brio
14 2 (0.39%) Citrix
14 2 (0.39%) IBM
14 2 (0.39%) MuleSoft
14 2 (0.39%) Okta
14 2 (0.39%) OpenText
15 1 (0.20%) Remedy