Period
to 17 January 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 17 January 2021 with a comparison to the same period in the previous 2 years.

Terraform
England > Yorkshire
6 months to
17 Jan 2021
Same period 2020 Same period 2019
Rank 32 83 142
Rank change year-on-year +51 +59 +100
Permanent jobs citing Terraform 269 179 153
As % of all permanent jobs advertised in Yorkshire 7.27% 2.93% 2.07%
As % of the Systems Management category 40.45% 24.55% 17.17%
Number of salaries quoted 324 169 145
Median annual salary £57,500 £57,500 £55,000
Median salary % change year-on-year - +4.55% +4.76%
10th Percentile £38,750 £43,750 £42,500
90th Percentile £70,000 £77,500 £75,000
England median annual salary £65,000 £72,500 £67,500
% change year-on-year -10.34% +7.41% +3.85%

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 665 729 891
As % of all permanent IT jobs advertised in Yorkshire 17.98% 11.95% 12.04%
Number of salaries quoted 568 622 742
Median annual salary £52,500 £50,000 £46,000
Median salary % change year-on-year +5.00% +8.70% +8.24%
10th Percentile £32,500 £31,250 £28,750
90th Percentile £70,375 £72,500 £70,000
England median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +4.55%

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 17 January 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 17 January 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 +28 155 £60,000 - 41
South Yorkshire +53 72 £57,500 +21.05% 7
North Yorkshire +42 41 £62,500 +56.25% 3
Terraform
England

For the 6 months to 17 January 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.

1 215 (79.93%) DevOps
2 195 (72.49%) Kubernetes
3 190 (70.63%) Docker
3 190 (70.63%) AWS
4 176 (65.43%) Agile Software Development
5 152 (56.51%) Puppet
6 142 (52.79%) Python
7 134 (49.81%) Opscode Chef
8 122 (45.35%) AWS CloudFormation
9 115 (42.75%) Linux
10 113 (42.01%) Azure
11 104 (38.66%) Go
12 100 (37.17%) Ruby
13 99 (36.80%) Infrastructure as Code
14 90 (33.46%) Java
15 86 (31.97%) Configuration Management
16 82 (30.48%) JavaScript
17 79 (29.37%) Deployment Automation
18 74 (27.51%) C#
18 74 (27.51%) Ansible
19 72 (26.77%) Problem-Solving
20 71 (26.39%) Pulumi
20 71 (26.39%) SaltStack
20 71 (26.39%) Jenkins
21 59 (21.93%) PowerShell
22 56 (20.82%) Git (software)
22 56 (20.82%) Bash Shell
23 49 (18.22%) Continuous Integration
24 48 (17.84%) GCP
25 47 (17.47%) Migration

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 11 (4.09%) Apache Spark
2 8 (2.97%) Elasticsearch
3 6 (2.23%) Confluence
4 3 (1.12%) nginx
5 2 (0.74%) DNN
6 1 (0.37%) Apache
Cloud Services
1 190 (70.63%) AWS
2 122 (45.35%) AWS CloudFormation
3 113 (42.01%) Azure
4 71 (26.39%) Pulumi
5 48 (17.84%) GCP
6 41 (15.24%) Amazon EKS
7 34 (12.64%) Datadog
8 16 (5.95%) Amazon EC2
9 9 (3.35%) Amazon S3
9 9 (3.35%) Virtual Private Cloud
10 8 (2.97%) GitHub
10 8 (2.97%) SaaS
11 7 (2.60%) Serverless
12 6 (2.23%) Slack
13 4 (1.49%) Azure Functions
14 2 (0.74%) IaaS
14 2 (0.74%) Office 365
14 2 (0.74%) PaaS
14 2 (0.74%) Route 53
15 1 (0.37%) Amazon ElastiCache
Communications & Networking
1 8 (2.97%) DNS
2 6 (2.23%) Broadband
3 4 (1.49%) TCP/IP
4 3 (1.12%) FTP
4 3 (1.12%) HTTP
4 3 (1.12%) SSH
5 2 (0.74%) Kerberos
5 2 (0.74%) LAN
5 2 (0.74%) WAN
6 1 (0.37%) Firewall
6 1 (0.37%) Internet
6 1 (0.37%) MPLS
6 1 (0.37%) RTP
6 1 (0.37%) VoIP
6 1 (0.37%) Wi-Fi
6 1 (0.37%) Wireless
6 1 (0.37%) WLAN
Database & Business Intelligence
1 42 (15.61%) PostgreSQL
2 38 (14.13%) Redis
3 37 (13.75%) MongoDB
3 37 (13.75%) MySQL
4 36 (13.38%) Azure SQL Database
4 36 (13.38%) Cosmos DB
5 34 (12.64%) MariaDB
6 11 (4.09%) Big Data
7 7 (2.60%) Apache Hive
7 7 (2.60%) Hadoop
7 7 (2.60%) HBase
7 7 (2.60%) SQL Server
7 7 (2.60%) Sqoop
8 5 (1.86%) Amazon RDS
8 5 (1.86%) BigQuery
8 5 (1.86%) NoSQL
9 4 (1.49%) Amazon DynamoDB
10 1 (0.37%) Data Mining
10 1 (0.37%) Qlik Sense
10 1 (0.37%) Tableau
Development Applications
1 71 (26.39%) Jenkins
2 56 (20.82%) Git (software)
3 34 (12.64%) Team Foundation Server
4 22 (8.18%) Bitbucket
5 10 (3.72%) JIRA
6 9 (3.35%) GitLab
7 7 (2.60%) Maven
8 5 (1.86%) Octopus Deploy
8 5 (1.86%) TeamCity
8 5 (1.86%) Visual Studio
9 3 (1.12%) Babel
9 3 (1.12%) FxCop
9 3 (1.12%) NUnit
9 3 (1.12%) Serilog
9 3 (1.12%) StyleCop
10 2 (0.74%) CircleCI
10 2 (0.74%) Spinnaker
11 1 (0.37%) Sonatype Nexus
General
1 14 (5.20%) Publishing
2 9 (3.35%) Banking
3 8 (2.97%) Finance
4 4 (1.49%) Advertising
5 3 (1.12%) Marketing
6 2 (0.74%) Public Sector
7 1 (0.37%) Games
Job Titles
1 161 (59.85%) DevOps Engineer
2 90 (33.46%) AWS Engineer
3 85 (31.60%) AWS DevOps
3 85 (31.60%) AWS DevOps Engineer
4 46 (17.10%) Azure Engineer
5 42 (15.61%) Azure DevOps Engineer
6 40 (14.87%) Azure DevOps
7 31 (11.52%) Software Engineer
8 27 (10.04%) Developer
9 16 (5.95%) Platform Engineer
9 16 (5.95%) Senior DevOps
9 16 (5.95%) Senior DevOps Engineer
10 10 (3.72%) Data Engineer
11 7 (2.60%) Infrastructure Engineer
11 7 (2.60%) Java Developer
12 6 (2.23%) Cloud Engineer
12 6 (2.23%) JIRA Engineer
12 6 (2.23%) Lead DevOps
12 6 (2.23%) Python Developer
12 6 (2.23%) Senior Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 32 (11.90%) AngularJS
1 32 (11.90%) Vue.js
2 14 (5.20%) Kafka
3 11 (4.09%) .NET
3 11 (4.09%) Web Services
4 9 (3.35%) React
5 8 (2.97%) YAML
6 7 (2.60%) Spring
6 7 (2.60%) Spring Boot
7 6 (2.23%) Dropwizard
7 6 (2.23%) Micronaut
8 4 (1.49%) .NET Core
9 3 (1.12%) .NET Framework
9 3 (1.12%) ASP.NET Web API
9 3 (1.12%) Entity Framework
9 3 (1.12%) Swagger
10 2 (0.74%) ActiveMQ
10 2 (0.74%) GraphQL
10 2 (0.74%) RabbitMQ
10 2 (0.74%) Sensu
Miscellaneous
1 37 (13.75%) Enterprise Cloud
2 36 (13.38%) Linux Command Line
3 21 (7.81%) Greenfield Project
4 18 (6.69%) Cloud Native
5 3 (1.12%) Hybrid Cloud
5 3 (1.12%) Public Cloud
6 2 (0.74%) Enterprise Software
6 2 (0.74%) NHS
6 2 (0.74%) Self-Motivation
7 1 (0.37%) Algorithms
7 1 (0.37%) Analytical Skills
7 1 (0.37%) Data Centre
7 1 (0.37%) Data Structures
7 1 (0.37%) Internet of Things
7 1 (0.37%) Smartphone
7 1 (0.37%) User Experience
7 1 (0.37%) Video Conferencing
Operating Systems
1 115 (42.75%) Linux
2 18 (6.69%) Windows
3 10 (3.72%) Unix
4 8 (2.97%) Red Hat Enterprise Linux
5 5 (1.86%) Windows Server
6 2 (0.74%) CentOS
7 1 (0.37%) Ubuntu
Processes & Methodologies
1 215 (79.93%) DevOps
2 176 (65.43%) Agile Software Development
3 99 (36.80%) Infrastructure as Code
4 86 (31.97%) Configuration Management
5 79 (29.37%) Deployment Automation
6 72 (26.77%) Problem-Solving
7 49 (18.22%) Continuous Integration
8 47 (17.47%) Migration
9 45 (16.73%) Scrum
10 36 (13.38%) Software Engineering
11 35 (13.01%) Analytics
12 34 (12.64%) Web Application Development
13 30 (11.15%) TDD
14 29 (10.78%) OOP
14 29 (10.78%) Unit Testing
15 28 (10.41%) Don't repeat yourself (DRY)
15 28 (10.41%) SOLID
16 21 (7.81%) Software Delivery
17 19 (7.06%) Mentoring
18 16 (5.95%) Microservices
Programming Languages
1 142 (52.79%) Python
2 104 (38.66%) Go
3 100 (37.17%) Ruby
4 90 (33.46%) Java
5 82 (30.48%) JavaScript
6 74 (27.51%) C#
7 59 (21.93%) PowerShell
8 56 (20.82%) Bash Shell
9 45 (16.73%) SQL
10 37 (13.75%) PHP
11 36 (13.38%) TypeScript
12 34 (12.64%) Groovy
12 34 (12.64%) Kotlin
13 30 (11.15%) Scala
14 28 (10.41%) C++
15 9 (3.35%) R
16 6 (2.23%) Java 8
17 5 (1.86%) Shell Script
18 1 (0.37%) Bourne shell
18 1 (0.37%) C
Qualifications
1 34 (12.64%) AWS Certification
2 9 (3.35%) Security Cleared
3 7 (2.60%) Degree
4 6 (2.23%) SC Cleared
5 3 (1.12%) Computer Science Degree
6 2 (0.74%) DV Cleared
Quality Assurance & Compliance
1 3 (1.12%) ISO/IEC 27001
2 1 (0.37%) ISO 22301
2 1 (0.37%) ISO 9001
2 1 (0.37%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
2 1 (0.37%) ISO/IEC 27005
2 1 (0.37%) NCSC
System Software
1 190 (70.63%) Docker
2 9 (3.35%) VMware Infrastructure
3 7 (2.60%) HDFS
4 6 (2.23%) Active Directory
5 3 (1.12%) Hyper-V
5 3 (1.12%) Xen
6 2 (0.74%) Virtual Machines
6 2 (0.74%) vSphere
7 1 (0.37%) Gluster
7 1 (0.37%) GlusterFS
7 1 (0.37%) Virtual Servers
7 1 (0.37%) VMware ESXi
Systems Management
1 195 (72.49%) Kubernetes
2 152 (56.51%) Puppet
3 134 (49.81%) Opscode Chef
4 74 (27.51%) Ansible
5 34 (12.64%) Grafana
5 34 (12.64%) Prometheus
6 9 (3.35%) Nagios
7 7 (2.60%) Graphite
7 7 (2.60%) Hadoop YARN
7 7 (2.60%) Opsview
8 5 (1.86%) Packer
9 2 (0.74%) WSUS
Vendors
1 71 (26.39%) SaltStack
2 36 (13.38%) New Relic
3 20 (7.43%) Microsoft
4 16 (5.95%) Google
5 15 (5.58%) VMware
6 10 (3.72%) Atlassian
7 7 (2.60%) Splunk
8 6 (2.23%) Apple
8 6 (2.23%) Hitachi
9 5 (1.86%) Databricks
10 2 (0.74%) AppDynamics
10 2 (0.74%) Dynatrace
10 2 (0.74%) NetApp
11 1 (0.37%) Alteryx
11 1 (0.37%) Cisco
11 1 (0.37%) MuleSoft
11 1 (0.37%) Red Hat