Period
to 17 January 2022

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 2022 with a comparison to the same period in the previous 2 years.

Terraform
England > Yorkshire
6 months to
17 Jan 2022
Same period 2021 Same period 2020
Rank 41 32 87
Rank change year-on-year -9 +55 +56
Permanent jobs citing Terraform 408 269 179
As % of all permanent jobs advertised in Yorkshire 5.94% 7.34% 2.93%
As % of the Systems Management category 37.23% 40.51% 24.25%
Number of salaries quoted 381 256 168
10th Percentile £42,500 £38,750 £44,625
25th Percentile £51,250 £50,000 £46,250
Median annual salary (50th Percentile) £60,000 £60,000 £57,500
Median % change year-on-year - +4.35% +4.55%
75th Percentile £71,250 £65,000 £67,875
90th Percentile £85,000 £70,000 £77,500
England median annual salary £75,000 £65,000 £72,500
% change year-on-year +15.38% -10.34% +7.41%

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 1,096 664 738
As % of all permanent IT jobs advertised in Yorkshire 15.96% 18.11% 12.09%
Number of salaries quoted 897 568 624
10th Percentile £35,000 £32,500 £31,250
25th Percentile £44,750 £41,250 £40,000
Median annual salary (50th Percentile) £56,500 £52,500 £50,000
Median % change year-on-year +7.62% +5.00% +8.70%
75th Percentile £67,500 £65,000 £60,000
90th Percentile £81,250 £70,375 £72,500
England median annual salary £70,000 £62,500 £60,000
% change year-on-year +12.00% +4.17% +4.35%

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 2022.

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 2022. 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 -5 245 £60,000 - 45
South Yorkshire -2 106 £57,500 - 9
North Yorkshire +4 57 £65,000 +4.00% 3
Terraform
England

For the 6 months to 17 January 2022, 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.

1 360 (88.24%) DevOps
2 298 (73.04%) AWS
3 257 (62.99%) Docker
4 251 (61.52%) Agile Software Development
5 240 (58.82%) Kubernetes
6 229 (56.13%) Python
7 189 (46.32%) AWS CloudFormation
8 171 (41.91%) Go
9 165 (40.44%) Azure
10 142 (34.80%) Java
11 141 (34.56%) Infrastructure as Code
12 139 (34.07%) Puppet
13 129 (31.62%) Linux
14 128 (31.37%) JavaScript
15 126 (30.88%) C#
16 125 (30.64%) Opscode Chef
17 114 (27.94%) Ruby
18 104 (25.49%) Software Engineering
19 98 (24.02%) Configuration Management
20 94 (23.04%) React
21 88 (21.57%) Vue.js
21 88 (21.57%) Problem-Solving
22 87 (21.32%) Kotlin
22 87 (21.32%) TDD
22 87 (21.32%) AngularJS
23 86 (21.08%) Ansible
23 86 (21.08%) Scala
24 85 (20.83%) Deployment Automation
25 81 (19.85%) Jenkins
26 68 (16.67%) Git (software)

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 (1.47%) Apache
2 4 (0.98%) Confluence
2 4 (0.98%) Elasticsearch
2 4 (0.98%) WebSphere
3 3 (0.74%) IIS
3 3 (0.74%) JBoss
3 3 (0.74%) Tomcat
3 3 (0.74%) WebLogic
4 1 (0.25%) Apache Spark
4 1 (0.25%) nginx
4 1 (0.25%) SharePoint
Applications
1 2 (0.49%) Microsoft Excel
Business Applications
1 10 (2.45%) Summit
Cloud Services
1 298 (73.04%) AWS
2 189 (46.32%) AWS CloudFormation
3 165 (40.44%) Azure
4 61 (14.95%) GCP
5 60 (14.71%) Pulumi
6 53 (12.99%) Amazon EKS
7 33 (8.09%) Serverless
8 32 (7.84%) SaaS
9 30 (7.35%) AWS Lambda
10 18 (4.41%) IaaS
11 16 (3.92%) Amazon Kinesis
12 15 (3.68%) Azure Monitor
13 14 (3.43%) Amazon CloudWatch
13 14 (3.43%) GitHub
14 12 (2.94%) Datadog
15 11 (2.70%) Azure Cosmos DB
16 7 (1.72%) Amazon ECS
16 7 (1.72%) Amazon S3
16 7 (1.72%) PaaS
17 6 (1.47%) Virtual Private Cloud
Communications & Networking
1 10 (2.45%) Firewall
2 6 (1.47%) Internet
3 5 (1.23%) DNS
3 5 (1.23%) Network Security
4 4 (0.98%) VPN
5 3 (0.74%) SSL
5 3 (0.74%) Wi-Fi
6 2 (0.49%) OpenVPN
7 1 (0.25%) Broadband
7 1 (0.25%) Cisco ASA
7 1 (0.25%) MQTT
7 1 (0.25%) SSH
7 1 (0.25%) TCP/IP
Database & Business Intelligence
1 31 (7.60%) MySQL
2 18 (4.41%) Amazon DynamoDB
2 18 (4.41%) Big Data
3 17 (4.17%) Azure SQL Database
4 15 (3.68%) Redis
5 14 (3.43%) SQL Server
6 13 (3.19%) MariaDB
6 13 (3.19%) MongoDB
7 12 (2.94%) PostgreSQL
8 11 (2.70%) Relational Database
9 9 (2.21%) RDBMS
10 6 (1.47%) Amazon RDS
10 6 (1.47%) Apache Cassandra
11 3 (0.74%) Oracle Database
11 3 (0.74%) Oracle Database 12c
11 3 (0.74%) Tableau
12 2 (0.49%) NoSQL
12 2 (0.49%) Power BI
13 1 (0.25%) Data Lake
Development Applications
1 81 (19.85%) Jenkins
2 68 (16.67%) Git (software)
3 43 (10.54%) Bitbucket
4 19 (4.66%) Octopus Deploy
5 16 (3.92%) TeamCity
6 13 (3.19%) GitLab
6 13 (3.19%) Sonatype Nexus
6 13 (3.19%) Team Foundation Server
7 8 (1.96%) JIRA
8 6 (1.47%) GoCD
9 5 (1.23%) Atlassian Bamboo
10 3 (0.74%) CircleCI
10 3 (0.74%) Visual Studio
11 2 (0.49%) Babel
11 2 (0.49%) Gerrit
11 2 (0.49%) Visual Studio Team System
11 2 (0.49%) webpack
12 1 (0.25%) Flyway
12 1 (0.25%) Maven
12 1 (0.25%) RStudio
General
1 51 (12.50%) Finance
2 34 (8.33%) Games
3 21 (5.15%) Social Skills
4 14 (3.43%) Law
5 6 (1.47%) Analytical Skills
6 4 (0.98%) Retail Banking
7 2 (0.49%) Banking
7 2 (0.49%) Inclusion and Diversity
7 2 (0.49%) Retail
8 1 (0.25%) Automotive
8 1 (0.25%) Billing
8 1 (0.25%) Public Sector
8 1 (0.25%) Publishing
Job Titles
1 181 (44.36%) DevOps Engineer
2 91 (22.30%) Software Engineer
3 89 (21.81%) AWS Engineer
4 77 (18.87%) AWS DevOps
4 77 (18.87%) AWS DevOps Engineer
5 44 (10.78%) Developer
6 40 (9.80%) JavaScript Engineer
7 38 (9.31%) Senior DevOps
7 38 (9.31%) Senior DevOps Engineer
8 34 (8.33%) Azure Engineer
9 29 (7.11%) Azure DevOps Engineer
10 26 (6.37%) Azure DevOps
11 24 (5.88%) Cloud Engineer
12 20 (4.90%) Platform Engineer
13 18 (4.41%) Infrastructure Engineer
13 18 (4.41%) Senior Developer
14 17 (4.17%) AWS Developer
15 16 (3.92%) Cloud Developer
16 13 (3.19%) Lead DevOps
16 13 (3.19%) Site Engineer
Libraries, Frameworks & Software Standards
1 94 (23.04%) React
2 88 (21.57%) Vue.js
3 87 (21.32%) AngularJS
4 31 (7.60%) Node.js
5 15 (3.68%) Kafka
6 13 (3.19%) ARM Templates
7 10 (2.45%) Unreal Engine
8 7 (1.72%) ActiveMQ
9 6 (1.47%) Loki
9 6 (1.47%) YAML
10 5 (1.23%) WebSockets
11 4 (0.98%) .NET
11 4 (0.98%) GraphQL
11 4 (0.98%) Laravel
12 3 (0.74%) JSON
12 3 (0.74%) LAMP
12 3 (0.74%) LEMP Stack
12 3 (0.74%) MCollective
12 3 (0.74%) Middleware
12 3 (0.74%) REST
Miscellaneous
1 49 (12.01%) Enterprise Cloud
2 31 (7.60%) Greenfield Project
3 23 (5.64%) Cloud Native
4 20 (4.90%) Virtual Team
5 18 (4.41%) Public Cloud
6 13 (3.19%) Data Protection Act
7 11 (2.70%) Linux Command Line
8 7 (1.72%) Self-Motivation
9 6 (1.47%) Hybrid Cloud
10 5 (1.23%) Enterprise Software
10 5 (1.23%) PKI
11 3 (0.74%) User Experience
12 2 (0.49%) Algorithms
12 2 (0.49%) Data Structures
12 2 (0.49%) Legacy Applications
12 2 (0.49%) Legacy Code
12 2 (0.49%) Legacy Systems
12 2 (0.49%) NHS
12 2 (0.49%) Tandem
13 1 (0.25%) Mobile App
Operating Systems
1 129 (31.62%) Linux
2 35 (8.58%) Windows
3 22 (5.39%) Windows Server
4 15 (3.68%) Unix
5 5 (1.23%) Red Hat Enterprise Linux
6 3 (0.74%) CoreOS
6 3 (0.74%) Mac OS
6 3 (0.74%) Solaris
7 2 (0.49%) Ubuntu
7 2 (0.49%) zOS
8 1 (0.25%) Debian
Processes & Methodologies
1 360 (88.24%) DevOps
2 251 (61.52%) Agile Software Development
3 141 (34.56%) Infrastructure as Code
4 104 (25.49%) Software Engineering
5 98 (24.02%) Configuration Management
6 88 (21.57%) Problem-Solving
7 87 (21.32%) TDD
8 85 (20.83%) Deployment Automation
9 64 (15.69%) OOP
10 49 (12.01%) SOLID
10 49 (12.01%) Unit Testing
11 47 (11.52%) Don't repeat yourself (DRY)
12 41 (10.05%) Scrum
13 39 (9.56%) Site Reliability Engineering
14 37 (9.07%) Continuous Integration
15 36 (8.82%) Test Automation
16 31 (7.60%) Migration
17 25 (6.13%) Mentoring
18 21 (5.15%) Coaching
19 20 (4.90%) Infrastructure Monitoring
Programming Languages
1 229 (56.13%) Python
2 171 (41.91%) Go
3 142 (34.80%) Java
4 128 (31.37%) JavaScript
5 126 (30.88%) C#
6 114 (27.94%) Ruby
7 87 (21.32%) Kotlin
8 86 (21.08%) Scala
9 49 (12.01%) C++
10 39 (9.56%) SQL
11 38 (9.31%) PowerShell
12 27 (6.62%) Bash
13 22 (5.39%) TypeScript
14 19 (4.66%) PHP
15 15 (3.68%) Groovy
16 9 (2.21%) C
17 3 (0.74%) R
18 1 (0.25%) Perl
18 1 (0.25%) Shell Script
18 1 (0.25%) VB
Qualifications
1 56 (13.73%) AWS Certification
2 21 (5.15%) Degree
3 17 (4.17%) Computer Science Degree
4 8 (1.96%) Security Cleared
5 7 (1.72%) SC Cleared
6 3 (0.74%) Master's Degree
6 3 (0.74%) Microsoft Certification
7 2 (0.49%) DBS Check
Quality Assurance & Compliance
1 4 (0.98%) ISO/IEC 27001
2 3 (0.74%) QA
2 3 (0.74%) Sarbanes-Oxley
3 2 (0.49%) Data Quality
System Software
1 257 (62.99%) Docker
2 6 (1.47%) Active Directory
3 5 (1.23%) Virtual Desktop
4 4 (0.98%) Virtual Machines
5 3 (0.74%) Oracle RAC
6 1 (0.25%) VMware Infrastructure
Systems Management
1 240 (58.82%) Kubernetes
2 139 (34.07%) Puppet
3 125 (30.64%) Opscode Chef
4 86 (21.08%) Ansible
5 33 (8.09%) Prometheus
6 21 (5.15%) Grafana
7 12 (2.94%) Graphite
8 4 (0.98%) Microsoft Intune
9 3 (0.74%) Data Guard
9 3 (0.74%) Oracle Enterprise Manager
9 3 (0.74%) Oracle RMAN
10 2 (0.49%) Istio
10 2 (0.49%) kaniko
11 1 (0.25%) Active Directory Federation Services
11 1 (0.25%) FortiGate
11 1 (0.25%) Kibana
11 1 (0.25%) Marathon
11 1 (0.25%) Mesos
11 1 (0.25%) SCCM
Vendors
1 60 (14.71%) SaltStack
2 21 (5.15%) Microsoft
3 11 (2.70%) New Relic
4 10 (2.45%) IBM
4 10 (2.45%) SAP
5 9 (2.21%) Cisco
5 9 (2.21%) VMware
6 8 (1.96%) Google
7 6 (1.47%) Oracle
8 5 (1.23%) Splunk
9 4 (0.98%) Atlassian
9 4 (0.98%) Dynatrace
10 3 (0.74%) Brio
10 3 (0.74%) Databricks
11 2 (0.49%) Dataiku
11 2 (0.49%) Red Hat
12 1 (0.25%) AppDynamics
12 1 (0.25%) Dell
12 1 (0.25%) Dell Compellent
12 1 (0.25%) WALLIX