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

Terraform
England > Yorkshire
6 months to
17 Oct 2021
Same period 2020 Same period 2019
Rank 28 40 147
Rank change year-on-year +12 +107 -5
Permanent jobs citing Terraform 476 172 165
As % of all permanent jobs advertised in Yorkshire 7.16% 6.43% 2.35%
As % of the Systems Management category 40.79% 37.47% 16.29%
Number of salaries quoted 429 164 153
10th Percentile £38,750 £38,750 £42,500
25th Percentile £46,250 £47,500 £46,250
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% +4.76%
75th Percentile £67,500 £67,500 £65,000
90th Percentile £84,250 £70,000 £77,500
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 Yorkshire with a requirement for systems management skills.

All Systems Management Skills
Yorkshire
Permanent vacancies with a requirement for systems management skills 1,167 459 1,013
As % of all permanent IT jobs advertised in Yorkshire 17.56% 17.15% 14.41%
Number of salaries quoted 917 422 656
10th Percentile £33,500 £32,500 £32,375
25th Percentile £40,000 £40,000 £38,125
Median annual salary (50th Percentile) £55,000 £50,000 £50,000
Median % change year-on-year +10.00% - +11.11%
75th Percentile £65,000 £63,750 £60,000
90th Percentile £81,250 £69,875 £65,000
England median annual salary £67,500 £62,500 £58,000
% change year-on-year +8.00% +7.76% +5.45%

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 October 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 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 Yorkshire +3 280 £60,000 +4.35% 45
South Yorkshire +7 120 £57,500 +2.22% 7
North Yorkshire +21 76 £50,000 -9.09% 7
Terraform
England

For the 6 months to 17 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 Yorkshire region with a requirement for Terraform.

1 414 (86.97%) DevOps
2 307 (64.50%) Kubernetes
3 303 (63.66%) AWS
4 302 (63.45%) Docker
5 294 (61.76%) Agile Software Development
6 225 (47.27%) Azure
7 214 (44.96%) Python
8 194 (40.76%) Puppet
9 186 (39.08%) AWS CloudFormation
10 181 (38.03%) Infrastructure as Code
11 178 (37.39%) Go
12 174 (36.55%) Opscode Chef
13 159 (33.40%) Linux
14 149 (31.30%) Java
15 135 (28.36%) JavaScript
16 129 (27.10%) Ruby
17 123 (25.84%) C#
18 118 (24.79%) Ansible
19 115 (24.16%) Deployment Automation
20 114 (23.95%) Problem-Solving
21 110 (23.11%) Configuration Management
22 108 (22.69%) Jenkins
23 107 (22.48%) Git (software)
24 90 (18.91%) GCP
25 83 (17.44%) React
25 83 (17.44%) Bash Shell
25 83 (17.44%) Migration
26 81 (17.02%) PowerShell
27 80 (16.81%) Software Engineering
27 80 (16.81%) SaltStack

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 6 (1.26%) Confluence
2 5 (1.05%) Apache Spark
3 4 (0.84%) IIS
4 2 (0.42%) Elasticsearch
5 1 (0.21%) Apache
5 1 (0.21%) nginx
5 1 (0.21%) WebSphere
Business Applications
1 3 (0.63%) Summit
Cloud Services
1 303 (63.66%) AWS
2 225 (47.27%) Azure
3 186 (39.08%) AWS CloudFormation
4 90 (18.91%) GCP
5 80 (16.81%) Pulumi
6 60 (12.61%) Amazon EKS
7 38 (7.98%) Serverless
8 35 (7.35%) Datadog
9 34 (7.14%) Azure Cosmos DB
10 28 (5.88%) AWS Lambda
11 22 (4.62%) IaaS
11 22 (4.62%) SaaS
12 16 (3.36%) Amazon Kinesis
13 14 (2.94%) Amazon ECS
14 11 (2.31%) PaaS
15 10 (2.10%) Amazon CloudWatch
16 9 (1.89%) GitHub
17 7 (1.47%) npm
18 5 (1.05%) AWS CodeDeploy
18 5 (1.05%) AWS CodePipeline
Communications & Networking
1 25 (5.25%) TCP/IP
2 14 (2.94%) DNS
3 13 (2.73%) Firewall
4 12 (2.52%) Network Security
5 6 (1.26%) Broadband
5 6 (1.26%) LAN
5 6 (1.26%) WAN
6 5 (1.05%) Cisco ASA
7 2 (0.42%) HTTP
7 2 (0.42%) NAS
7 2 (0.42%) SAN
7 2 (0.42%) SSL
7 2 (0.42%) VPN
8 1 (0.21%) HTTPS
8 1 (0.21%) Internet
8 1 (0.21%) OpenVPN
Database & Business Intelligence
1 54 (11.34%) MySQL
2 47 (9.87%) Azure SQL Database
3 44 (9.24%) PostgreSQL
4 38 (7.98%) Redis
5 36 (7.56%) MariaDB
6 35 (7.35%) MongoDB
7 18 (3.78%) Big Data
8 17 (3.57%) Amazon DynamoDB
8 17 (3.57%) SQL Server
9 7 (1.47%) Data Lake
10 5 (1.05%) NoSQL
11 4 (0.84%) Relational Database
12 3 (0.63%) Amazon RDS
13 2 (0.42%) Microsoft Analysis Services
14 1 (0.21%) Apache Cassandra
14 1 (0.21%) Metadata
14 1 (0.21%) Metadata Repository
14 1 (0.21%) Tableau
Development Applications
1 108 (22.69%) Jenkins
2 107 (22.48%) Git (software)
3 40 (8.40%) Bitbucket
4 34 (7.14%) Team Foundation Server
5 27 (5.67%) GitLab
6 15 (3.15%) Sonatype Nexus
7 9 (1.89%) Cucumber
7 9 (1.89%) Postman
7 9 (1.89%) Selenium
7 9 (1.89%) SoapUI
8 8 (1.68%) CircleCI
8 8 (1.68%) JIRA
9 7 (1.47%) Atlassian Bamboo
9 7 (1.47%) Octopus Deploy
9 7 (1.47%) Visual Studio
10 6 (1.26%) Maven
11 5 (1.05%) Babel
11 5 (1.05%) webpack
12 2 (0.42%) kappa
13 1 (0.21%) git-flow
General
1 54 (11.34%) Finance
2 38 (7.98%) Games
3 28 (5.88%) Social Skills
4 21 (4.41%) Law
5 14 (2.94%) Public Sector
6 11 (2.31%) Analytical Skills
7 9 (1.89%) Banking
7 9 (1.89%) Inclusion and Diversity
7 9 (1.89%) Presentation Skills
8 8 (1.68%) Retail Banking
9 3 (0.63%) Publishing
10 2 (0.42%) Documentation Skills
10 2 (0.42%) Retail
11 1 (0.21%) Automotive
Job Titles
1 225 (47.27%) DevOps Engineer
2 126 (26.47%) AWS Engineer
3 111 (23.32%) AWS DevOps
4 110 (23.11%) AWS DevOps Engineer
5 69 (14.50%) Azure Engineer
6 65 (13.66%) Software Engineer
7 51 (10.71%) Developer
8 44 (9.24%) Azure DevOps Engineer
9 42 (8.82%) Azure DevOps
10 33 (6.93%) Platform Engineer
11 32 (6.72%) Senior DevOps
12 31 (6.51%) Senior DevOps Engineer
13 29 (6.09%) Cloud Engineer
14 25 (5.25%) Infrastructure Engineer
15 21 (4.41%) Senior Developer
16 17 (3.57%) JavaScript Engineer
17 16 (3.36%) AWS Developer
17 16 (3.36%) Cloud Developer
18 11 (2.31%) Senior Cloud Engineer
19 10 (2.10%) Site Reliability Engineer
Libraries, Frameworks & Software Standards
1 83 (17.44%) React
2 74 (15.55%) AngularJS
3 67 (14.08%) Vue.js
4 44 (9.24%) Node.js
5 42 (8.82%) ARM Templates
6 11 (2.31%) Kafka
7 9 (1.89%) REST
8 8 (1.68%) LDAP
8 8 (1.68%) YAML
9 7 (1.47%) HTML
9 7 (1.47%) JSON
10 6 (1.26%) .NET
10 6 (1.26%) GraphQL
11 5 (1.05%) Apollo GraphQL
11 5 (1.05%) CSS
11 5 (1.05%) Redux
11 5 (1.05%) Spark Streaming
11 5 (1.05%) WebSockets
12 3 (0.63%) Laravel
12 3 (0.63%) Unreal Engine
Miscellaneous
1 47 (9.87%) Enterprise Cloud
2 38 (7.98%) Linux Command Line
3 34 (7.14%) Greenfield Project
4 27 (5.67%) Public Cloud
5 23 (4.83%) Virtual Team
6 22 (4.62%) Cloud Native
7 17 (3.57%) Data Centre
8 16 (3.36%) Self-Motivation
9 15 (3.15%) Data Protection Act
10 12 (2.52%) NHS
11 10 (2.10%) Hybrid Cloud
12 9 (1.89%) Management Information System
13 8 (1.68%) Legacy Applications
14 6 (1.26%) Social Media
14 6 (1.26%) User Experience
15 5 (1.05%) Legacy Code
16 4 (0.84%) Enterprise Software
16 4 (0.84%) Hedge funds
16 4 (0.84%) Over-the-Top Content
16 4 (0.84%) PKI
Operating Systems
1 159 (33.40%) Linux
2 39 (8.19%) Windows
3 11 (2.31%) Unix
4 7 (1.47%) Windows Server
5 1 (0.21%) CoreOS
5 1 (0.21%) Red Hat Enterprise Linux
5 1 (0.21%) Ubuntu
Processes & Methodologies
1 414 (86.97%) DevOps
2 294 (61.76%) Agile Software Development
3 181 (38.03%) Infrastructure as Code
4 115 (24.16%) Deployment Automation
5 114 (23.95%) Problem-Solving
6 110 (23.11%) Configuration Management
7 83 (17.44%) Migration
8 80 (16.81%) Software Engineering
9 79 (16.60%) Scrum
10 77 (16.18%) Continuous Integration
11 65 (13.66%) TDD
12 62 (13.03%) OOP
13 50 (10.50%) Unit Testing
14 48 (10.08%) Analytics
14 48 (10.08%) SOLID
15 46 (9.66%) Don't repeat yourself (DRY)
16 37 (7.77%) Test Automation
17 34 (7.14%) Web Application Development
18 29 (6.09%) Infrastructure Engineering
19 28 (5.88%) Mentoring
Programming Languages
1 214 (44.96%) Python
2 178 (37.39%) Go
3 149 (31.30%) Java
4 135 (28.36%) JavaScript
5 129 (27.10%) Ruby
6 123 (25.84%) C#
7 83 (17.44%) Bash Shell
8 81 (17.02%) PowerShell
9 79 (16.60%) SQL
10 59 (12.39%) Scala
11 58 (12.18%) Kotlin
12 50 (10.50%) TypeScript
13 46 (9.66%) C++
14 45 (9.45%) PHP
15 42 (8.82%) Groovy
16 6 (1.26%) Shell Script
17 5 (1.05%) C
18 1 (0.21%) Perl
18 1 (0.21%) R
18 1 (0.21%) VB
Qualifications
1 54 (11.34%) AWS Certification
2 16 (3.36%) Computer Science Degree
2 16 (3.36%) Degree
3 12 (2.52%) Security Cleared
4 10 (2.10%) SC Cleared
5 2 (0.42%) Microsoft Certification
6 1 (0.21%) DBS Check
Quality Assurance & Compliance
1 3 (0.63%) ISO/IEC 27001
2 2 (0.42%) ISO 9001
2 2 (0.42%) PCI DSS
2 2 (0.42%) PMO
2 2 (0.42%) SLA
3 1 (0.21%) QA
System Software
1 302 (63.45%) Docker
2 14 (2.94%) Active Directory
3 11 (2.31%) Virtual Desktop
4 6 (1.26%) Hyper-V
5 4 (0.84%) VMware Infrastructure
6 3 (0.63%) Virtual Machines
7 2 (0.42%) VMware ESXi
7 2 (0.42%) XenApp
7 2 (0.42%) XenDesktop
Systems Management
1 307 (64.50%) Kubernetes
2 194 (40.76%) Puppet
3 174 (36.55%) Opscode Chef
4 118 (24.79%) Ansible
5 46 (9.66%) Prometheus
6 37 (7.77%) Grafana
7 9 (1.89%) Graphite
7 9 (1.89%) Single Sign-On
8 6 (1.26%) Istio
8 6 (1.26%) SCOM
9 5 (1.05%) Active Directory Federation Services
10 3 (0.63%) FortiGate
10 3 (0.63%) Rancher
11 2 (0.42%) Marathon
11 2 (0.42%) Mesos
11 2 (0.42%) Packer
11 2 (0.42%) SCCM
Vendors
1 80 (16.81%) SaltStack
2 43 (9.03%) Microsoft
3 34 (7.14%) New Relic
4 19 (3.99%) Splunk
5 16 (3.36%) Google
6 15 (3.15%) Oracle
7 14 (2.94%) Cisco
7 14 (2.94%) VMware
8 11 (2.31%) EnterpriseDB
9 8 (1.68%) Dynatrace
10 7 (1.47%) Databricks
11 5 (1.05%) CheckPoint
11 5 (1.05%) IBM
12 4 (0.84%) Brio
13 3 (0.63%) SAP
14 2 (0.42%) Atlassian
14 2 (0.42%) Citrix
14 2 (0.42%) Okta
14 2 (0.42%) Red Hat
15 1 (0.21%) MuleSoft