Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 18 May 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 18 May 2021 with a comparison to the same period in the previous 2 years.

Terraform
England > Yorkshire
6 months to
18 May 2021		 Same period 2020 Same period 2019
Rank 25 68 174
Rank change year-on-year +43 +106 +65
Permanent jobs citing Terraform 437 174 138
As % of all permanent jobs advertised in Yorkshire 8.39% 3.66% 1.84%
As % of the Systems Management category 46.59% 28.29% 14.23%
Number of salaries quoted 419 162 119
10th Percentile £38,750 £41,250 £37,500
25th Percentile £46,250 £43,750 £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 £65,000 £67,188 £64,375
90th Percentile £77,750 £73,625 £73,128
England median annual salary £70,000 £72,500 £70,000
% change year-on-year -3.45% +3.57% +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 938 615 970
As % of all permanent IT jobs advertised in Yorkshire 18.00% 12.94% 12.96%
Number of salaries quoted 810 533 675
10th Percentile £35,000 £31,250 £28,750
25th Percentile £40,500 £39,500 £36,250
Median annual salary (50th Percentile) £55,000 £50,000 £45,000
Median % change year-on-year +10.00% +11.11% +5.88%
75th Percentile £65,000 £63,750 £57,500
90th Percentile £75,000 £72,500 £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 18 May 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 18 May 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 +34 269 £60,000 +9.09% 47
South Yorkshire +38 125 £57,500 +15.00% 5
North Yorkshire +28 43 £55,000 +22.22% 6
Terraform
England

For the 6 months to 18 May 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.

1 361 (82.61%) Kubernetes
2 352 (80.55%) DevOps
3 318 (72.77%) AWS
4 290 (66.36%) Docker
5 284 (64.99%) Agile Software Development
6 228 (52.17%) Azure
7 222 (50.80%) Python
8 183 (41.88%) Puppet
9 178 (40.73%) Infrastructure as Code
10 169 (38.67%) AWS CloudFormation
11 168 (38.44%) Opscode Chef
12 166 (37.99%) Linux
13 156 (35.70%) Go
14 147 (33.64%) Java
15 146 (33.41%) Ruby
16 136 (31.12%) JavaScript
17 117 (26.77%) C#
18 116 (26.54%) Git (software)
19 115 (26.32%) Ansible
20 111 (25.40%) Configuration Management
21 109 (24.94%) Deployment Automation
22 106 (24.26%) GCP
23 105 (24.03%) Problem-Solving
24 103 (23.57%) Jenkins
25 96 (21.97%) SaltStack
25 96 (21.97%) Pulumi
26 91 (20.82%) PowerShell
27 89 (20.37%) Bash Shell
28 75 (17.16%) Software Engineering
29 74 (16.93%) SQL

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 10 (2.29%) Apache Spark
2 4 (0.92%) Elasticsearch
3 1 (0.23%) Confluence
3 1 (0.23%) IIS
3 1 (0.23%) Tomcat
Cloud Services
1 318 (72.77%) AWS
2 228 (52.17%) Azure
3 169 (38.67%) AWS CloudFormation
4 106 (24.26%) GCP
5 96 (21.97%) Pulumi
6 61 (13.96%) Amazon EKS
7 50 (11.44%) Azure Cosmos DB
8 49 (11.21%) Datadog
9 17 (3.89%) Serverless
10 12 (2.75%) Amazon EC2
10 12 (2.75%) IaaS
10 12 (2.75%) SaaS
11 10 (2.29%) Amazon S3
12 9 (2.06%) AWS Lambda
12 9 (2.06%) GitHub
12 9 (2.06%) PaaS
13 8 (1.83%) Amazon ECS
14 5 (1.14%) Amazon CloudWatch
14 5 (1.14%) Azure Functions
15 4 (0.92%) AWS CodePipeline
Communications & Networking
1 7 (1.60%) DNS
1 7 (1.60%) TCP/IP
2 3 (0.69%) FTP
2 3 (0.69%) HTTP
2 3 (0.69%) Kerberos
2 3 (0.69%) SSH
3 1 (0.23%) Firewall
3 1 (0.23%) Network Security
3 1 (0.23%) Skype
3 1 (0.23%) VPN
Database & Business Intelligence
1 73 (16.70%) PostgreSQL
2 55 (12.59%) MongoDB
3 52 (11.90%) Azure SQL Database
3 52 (11.90%) MySQL
4 48 (10.98%) MariaDB
4 48 (10.98%) Redis
5 15 (3.43%) NoSQL
6 13 (2.97%) SQL Server
7 12 (2.75%) Amazon DynamoDB
8 10 (2.29%) Amazon RDS
8 10 (2.29%) Big Data
9 6 (1.37%) BigQuery
10 5 (1.14%) Apache Hive
10 5 (1.14%) Hadoop
10 5 (1.14%) HBase
10 5 (1.14%) Sqoop
11 3 (0.69%) Relational Database
12 2 (0.46%) Data Lake
12 2 (0.46%) Tableau
12 2 (0.46%) Tableau Server
Development Applications
1 116 (26.54%) Git (software)
2 103 (23.57%) Jenkins
3 49 (11.21%) GitLab
4 48 (10.98%) Team Foundation Server
5 10 (2.29%) Bitbucket
6 8 (1.83%) CircleCI
6 8 (1.83%) Cucumber
6 8 (1.83%) Postman
6 8 (1.83%) Selenium
6 8 (1.83%) SoapUI
7 7 (1.60%) JIRA
8 5 (1.14%) Sonatype Nexus
9 4 (0.92%) Octopus Deploy
10 3 (0.69%) TeamCity
11 2 (0.46%) git-flow
12 1 (0.23%) Atlassian Bamboo
12 1 (0.23%) Maven
12 1 (0.23%) Spinnaker
12 1 (0.23%) Vagrant
12 1 (0.23%) Visual Studio
General
1 29 (6.64%) Public Sector
2 23 (5.26%) Social Skills
3 21 (4.81%) Banking
4 15 (3.43%) Finance
5 12 (2.75%) Law
6 9 (2.06%) Retail
7 8 (1.83%) Presentation Skills
8 5 (1.14%) Marketing
9 4 (0.92%) Advertising
9 4 (0.92%) Analytical Skills
10 3 (0.69%) Games
11 1 (0.23%) Back Office
11 1 (0.23%) Publishing
Job Titles
1 234 (53.55%) DevOps Engineer
2 117 (26.77%) AWS Engineer
3 114 (26.09%) AWS DevOps
3 114 (26.09%) AWS DevOps Engineer
4 70 (16.02%) Azure Engineer
5 58 (13.27%) Azure DevOps Engineer
5 58 (13.27%) Software Engineer
6 55 (12.59%) Azure DevOps
7 41 (9.38%) Developer
8 33 (7.55%) Senior DevOps
8 33 (7.55%) Senior DevOps Engineer
9 18 (4.12%) Platform Engineer
10 16 (3.66%) Cloud Engineer
10 16 (3.66%) Data Engineer
11 15 (3.43%) Python Developer
12 14 (3.20%) Architect
13 13 (2.97%) Head of Engineering
14 11 (2.52%) Infrastructure Engineer
15 10 (2.29%) .NET Developer
15 10 (2.29%) Azure Architect
Libraries, Frameworks & Software Standards
1 73 (16.70%) AngularJS
2 57 (13.04%) Vue.js
3 24 (5.49%) React
4 17 (3.89%) .NET
4 17 (3.89%) Node.js
5 16 (3.66%) Kafka
6 15 (3.43%) Web Services
7 10 (2.29%) Lambda Expressions
8 9 (2.06%) YAML
9 8 (1.83%) REST
10 5 (1.14%) CSS
10 5 (1.14%) GraphQL
10 5 (1.14%) HTML
11 4 (0.92%) RESTful
12 3 (0.69%) Apache NiFi
12 3 (0.69%) Laravel
12 3 (0.69%) Symfony
13 2 (0.46%) .NET Core
13 2 (0.46%) gRPC
13 2 (0.46%) Sass
Miscellaneous
1 60 (13.73%) Linux Command Line
2 48 (10.98%) Enterprise Cloud
3 28 (6.41%) Hybrid Cloud
4 22 (5.03%) NHS
5 20 (4.58%) Public Cloud
6 19 (4.35%) Greenfield Project
7 17 (3.89%) Cloud Native
8 13 (2.97%) Self-Motivation
9 10 (2.29%) Data Centre
10 8 (1.83%) Management Information System
11 4 (0.92%) User Experience
12 2 (0.46%) Algorithms
12 2 (0.46%) Data Structures
13 1 (0.23%) iPad
13 1 (0.23%) Linked Data
13 1 (0.23%) Mobile Payment
13 1 (0.23%) Smartphone
13 1 (0.23%) Virtual Team
Operating Systems
1 166 (37.99%) Linux
2 24 (5.49%) Windows
3 15 (3.43%) Unix
4 8 (1.83%) Red Hat Enterprise Linux
5 3 (0.69%) CentOS
6 1 (0.23%) VMS
Processes & Methodologies
1 352 (80.55%) DevOps
2 284 (64.99%) Agile Software Development
3 178 (40.73%) Infrastructure as Code
4 111 (25.40%) Configuration Management
5 109 (24.94%) Deployment Automation
6 105 (24.03%) Problem-Solving
7 75 (17.16%) Software Engineering
8 73 (16.70%) Continuous Integration
9 71 (16.25%) Scrum
10 62 (14.19%) Migration
10 62 (14.19%) TDD
11 56 (12.81%) Unit Testing
12 54 (12.36%) Mentoring
13 49 (11.21%) Don't repeat yourself (DRY)
13 49 (11.21%) OOP
13 49 (11.21%) SOLID
14 48 (10.98%) Analytics
14 48 (10.98%) Web Application Development
15 36 (8.24%) Decision-Making
16 29 (6.64%) Site Reliability Engineering
Programming Languages
1 222 (50.80%) Python
2 156 (35.70%) Go
3 147 (33.64%) Java
4 146 (33.41%) Ruby
5 136 (31.12%) JavaScript
6 117 (26.77%) C#
7 91 (20.82%) PowerShell
8 89 (20.37%) Bash Shell
9 74 (16.93%) SQL
10 61 (13.96%) TypeScript
11 56 (12.81%) PHP
12 54 (12.36%) Groovy
13 52 (11.90%) Scala
14 49 (11.21%) C++
14 49 (11.21%) Kotlin
15 5 (1.14%) Bourne shell
15 5 (1.14%) R
16 4 (0.92%) Shell Script
17 3 (0.69%) C
18 2 (0.46%) ES6
Qualifications
1 50 (11.44%) AWS Certification
2 36 (8.24%) Security Cleared
3 32 (7.32%) SC Cleared
4 15 (3.43%) Degree
5 7 (1.60%) Computer Science Degree
Quality Assurance & Compliance
1 4 (0.92%) ISO/IEC 27001
2 3 (0.69%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
2 3 (0.69%) ISO/IEC 27005
2 3 (0.69%) NCSC
3 1 (0.23%) ISO 22301
3 1 (0.23%) QA
System Software
1 290 (66.36%) Docker
2 6 (1.37%) Active Directory
2 6 (1.37%) VMware Infrastructure
3 5 (1.14%) HDFS
3 5 (1.14%) Hyper-V
4 3 (0.69%) Virtual Machines
4 3 (0.69%) Xen
5 1 (0.23%) Microsoft Virtual Server
5 1 (0.23%) Virtual Servers
Systems Management
1 361 (82.61%) Kubernetes
2 183 (41.88%) Puppet
3 168 (38.44%) Opscode Chef
4 115 (26.32%) Ansible
5 50 (11.44%) Prometheus
6 48 (10.98%) Grafana
7 29 (6.64%) Istio
8 7 (1.60%) Nagios
9 5 (1.14%) Graphite
9 5 (1.14%) Hadoop YARN
9 5 (1.14%) Opsview
10 3 (0.69%) Packer
10 3 (0.69%) WSUS
11 2 (0.46%) Rancher
12 1 (0.23%) Single Sign-On
Vendors
1 96 (21.97%) SaltStack
2 49 (11.21%) New Relic
3 30 (6.86%) Microsoft
4 24 (5.49%) Google
5 22 (5.03%) Splunk
6 21 (4.81%) VMware
7 10 (2.29%) Atlassian
8 7 (1.60%) Dynatrace
9 6 (1.37%) Databricks
10 5 (1.14%) Cisco
10 5 (1.14%) Oracle
11 4 (0.92%) EnterpriseDB
12 2 (0.46%) MuleSoft
12 2 (0.46%) OpenText
13 1 (0.23%) Remedy