Period
to 24 September 2019

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 24 September 2019 with a comparison to the same period in the previous 2 years.

Terraform
England > Yorkshire
6 months to
24 Sep 2019
Same period 2018 Same period 2017
Rank 160 148 302
Rank change year-on-year -12 +154 +38
Permanent jobs citing Terraform 144 169 27
As % of all permanent IT jobs advertised in Yorkshire 1.94% 1.94% 0.27%
As % of the Systems Management category 13.42% 17.00% 2.86%
Number of salaries quoted 133 142 23
Yorkshire median annual salary £55,000 £52,500 £47,500
Median salary % change year-on-year +4.76% +10.53% -5.00%
10th Percentile £41,500 £41,250 £39,000
90th Percentile £77,500 £75,000 £60,750
England median annual salary £72,500 £65,000 £65,000
% change year-on-year +11.54% - +4.00%

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 1,073 994 944
As % of all permanent IT jobs advertised in Yorkshire 14.45% 11.44% 9.48%
Number of salaries quoted 660 824 796
Yorkshire median annual salary £47,750 £45,000 £45,000
Median salary % change year-on-year +6.11% - +12.50%
10th Percentile £32,000 £27,579 £23,875
90th Percentile £65,000 £65,000 £62,500
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +5.00%

Terraform
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Terraform in Yorkshire

Terraform
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Terraform in Yorkshire.

Salary trend for Terraform in Yorkshire

Terraform
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Terraform in Yorkshire over the 6 months to 24 September 2019.

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 24 September 2019. 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 +43 120 £56,138 +2.07% 32
South Yorkshire +12 18 £45,000 -18.18%
North Yorkshire -79 5 £50,000 -
Terraform
England

For the 6 months to 24 September 2019, 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.

1 107 (74.31%) DevOps
2 106 (73.61%) Docker
3 87 (60.42%) AWS
4 84 (58.33%) Kubernetes
4 84 (58.33%) Agile Software Development
5 62 (43.06%) Linux
6 60 (41.67%) Python
7 52 (36.11%) Ansible
8 51 (35.42%) Ruby
9 49 (34.03%) Jenkins
10 47 (32.64%) Azure
11 45 (31.25%) Opscode Chef
12 43 (29.86%) Puppet
13 42 (29.17%) Java
14 41 (28.47%) Google
14 41 (28.47%) GCP
15 40 (27.78%) Scrum
16 35 (24.31%) Finance
17 32 (22.22%) Web Services
17 32 (22.22%) Infrastructure as Code
18 31 (21.53%) Problem-Solving
19 30 (20.83%) Configuration Management
19 30 (20.83%) Git (software)
20 29 (20.14%) Artificial Intelligence
20 29 (20.14%) Software Engineering
21 28 (19.44%) Windows
22 27 (18.75%) Microsoft
22 27 (18.75%) Bash Shell
23 25 (17.36%) JavaScript
24 24 (16.67%) Microservices

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 3 (2.08%) Apache Spark
2 2 (1.39%) IIS
3 1 (0.69%) Confluence
3 1 (0.69%) Elasticsearch
Applications
1 2 (1.39%) Adobe Illustrator
Cloud Services
1 87 (60.42%) AWS
2 47 (32.64%) Azure
3 41 (28.47%) GCP
4 19 (13.19%) AWS CloudFormation
5 16 (11.11%) Azure Stack
5 16 (11.11%) IaaS
5 16 (11.11%) IBM Cloud
6 8 (5.56%) GitHub
7 6 (4.17%) Amazon S3
8 4 (2.78%) Amazon EC2
8 4 (2.78%) Amazon EMR
8 4 (2.78%) Cloud Computing
9 3 (2.08%) Amazon ELB
10 2 (1.39%) Amazon CloudWatch
10 2 (1.39%) Amazon ECS
10 2 (1.39%) AWS CodePipeline
10 2 (1.39%) Trello
10 2 (1.39%) Virtual Private Cloud
11 1 (0.69%) Amazon EKS
11 1 (0.69%) Azure ExpressRoute
Communications & Networking
1 3 (2.08%) Firewall
2 1 (0.69%) DNS
2 1 (0.69%) LAN
2 1 (0.69%) Network Security
2 1 (0.69%) TCP/IP
2 1 (0.69%) WAN
Database & Business Intelligence
1 9 (6.25%) PostgreSQL
2 8 (5.56%) NoSQL
3 6 (4.17%) MySQL
4 4 (2.78%) MarkLogic
5 3 (2.08%) Amazon RDS
5 3 (2.08%) Apache Hive
5 3 (2.08%) Big Data
5 3 (2.08%) Hadoop
5 3 (2.08%) Impala
5 3 (2.08%) PowerCenter
5 3 (2.08%) Sqoop
6 2 (1.39%) Amazon Redshift
6 2 (1.39%) SQL Server
7 1 (0.69%) Amazon DynamoDB
7 1 (0.69%) BigQuery
7 1 (0.69%) Oracle Database
7 1 (0.69%) SQL Server 2014
Development Applications
1 49 (34.03%) Jenkins
2 30 (20.83%) Git (software)
3 18 (12.50%) Maven
4 7 (4.86%) Atlassian Bamboo
4 7 (4.86%) GitLab
5 4 (2.78%) SonarQube
5 4 (2.78%) TeamCity
6 3 (2.08%) JIRA
6 3 (2.08%) Selenium
7 2 (1.39%) CircleCI
7 2 (1.39%) Gatling
7 2 (1.39%) Gradle
7 2 (1.39%) JUnit
7 2 (1.39%) Octopus Deploy
7 2 (1.39%) Sonatype Nexus
7 2 (1.39%) Spock
7 2 (1.39%) Team Foundation Server
7 2 (1.39%) Visual Studio Team System
8 1 (0.69%) Cucumber
8 1 (0.69%) git-flow
General
1 35 (24.31%) Finance
2 20 (13.89%) Banking
3 17 (11.81%) Retail
4 10 (6.94%) Public Sector
5 6 (4.17%) Marketing
6 1 (0.69%) Law
Job Titles
1 59 (40.97%) DevOps Engineer
2 21 (14.58%) Software Engineer
3 18 (12.50%) Cloud Engineer
4 13 (9.03%) Developer
5 12 (8.33%) Java Engineer
5 12 (8.33%) Java Software Engineer
6 8 (5.56%) AWS Engineer
6 8 (5.56%) Platform Engineer
7 7 (4.86%) Linux Engineer
8 6 (4.17%) DBA
8 6 (4.17%) PostgreSQL DBA
8 6 (4.17%) Principal Engineer
8 6 (4.17%) Principal Software Engineer
8 6 (4.17%) Senior Java Engineer
8 6 (4.17%) Senior Java Software Engineer
8 6 (4.17%) Senior Software Engineer
9 5 (3.47%) Java Developer
9 5 (3.47%) Senior Developer
10 4 (2.78%) .NET Developer
10 4 (2.78%) C# Developer
Libraries, Frameworks & Software Standards
1 32 (22.22%) Web Services
2 22 (15.28%) Spring
3 20 (13.89%) Spring Boot
4 14 (9.72%) Node.js
5 9 (6.25%) Elastic Stack
6 8 (5.56%) .NET
7 7 (4.86%) AngularJS
8 6 (4.17%) React
9 5 (3.47%) Angular 2
10 4 (2.78%) .NET Core
10 4 (2.78%) .NET Framework
10 4 (2.78%) ASP.NET
10 4 (2.78%) ASP.NET MVC
10 4 (2.78%) ASP.NET Web API
10 4 (2.78%) Entity Framework
10 4 (2.78%) GraphQL
10 4 (2.78%) Kafka
10 4 (2.78%) Laravel
10 4 (2.78%) Vue.js
11 3 (2.08%) XML
Miscellaneous
1 20 (13.89%) Public Cloud
2 17 (11.81%) Hybrid Cloud
3 10 (6.94%) Greenfield Project
4 7 (4.86%) Enterprise Software
5 4 (2.78%) User Experience
6 3 (2.08%) Cloud Native
6 3 (2.08%) Management Information System
7 2 (1.39%) Graphic Design
7 2 (1.39%) Self-Motivation
7 2 (1.39%) Smartphone
8 1 (0.69%) Clustering
8 1 (0.69%) Enterprise Cloud
8 1 (0.69%) Fat Client
8 1 (0.69%) PKI
8 1 (0.69%) Thin Client
Operating Systems
1 62 (43.06%) Linux
2 28 (19.44%) Windows
3 4 (2.78%) Red Hat Enterprise Linux
3 4 (2.78%) Unix
3 4 (2.78%) Windows Server
4 3 (2.08%) CentOS
5 1 (0.69%) Android
5 1 (0.69%) Apple iOS
5 1 (0.69%) Windows 7
5 1 (0.69%) Windows Server 2012
Processes & Methodologies
1 107 (74.31%) DevOps
2 84 (58.33%) Agile Software Development
3 40 (27.78%) Scrum
4 32 (22.22%) Infrastructure as Code
5 31 (21.53%) Problem-Solving
6 30 (20.83%) Configuration Management
7 29 (20.14%) Artificial Intelligence
7 29 (20.14%) Software Engineering
8 24 (16.67%) Mentoring
8 24 (16.67%) Microservices
9 19 (13.19%) Software Delivery
10 17 (11.81%) Fintech
11 16 (11.11%) Break/Fix
11 16 (11.11%) Fraud Detection
11 16 (11.11%) Network Virtualisation
11 16 (11.11%) Programme Delivery
11 16 (11.11%) Test Automation
12 15 (10.42%) Continuous Improvement
12 15 (10.42%) Product Roadmap
13 14 (9.72%) Continuous Integration
Programming Languages
1 60 (41.67%) Python
2 51 (35.42%) Ruby
3 42 (29.17%) Java
4 27 (18.75%) Bash Shell
5 25 (17.36%) JavaScript
6 17 (11.81%) Groovy
6 17 (11.81%) Java 8
6 17 (11.81%) SQL
7 15 (10.42%) Kotlin
8 11 (7.64%) C#
9 10 (6.94%) Go
10 7 (4.86%) PowerShell
11 6 (4.17%) PHP
12 3 (2.08%) Scala
13 2 (1.39%) Perl
14 1 (0.69%) Apple Swift
14 1 (0.69%) C
14 1 (0.69%) Shell Script
14 1 (0.69%) TypeScript
Qualifications
1 17 (11.81%) AWS Certification
2 4 (2.78%) RHCE
2 4 (2.78%) RHCSA
3 2 (1.39%) Citrix Certification
3 2 (1.39%) Degree
3 2 (1.39%) SC Cleared
3 2 (1.39%) Security Cleared
4 1 (0.69%) (ISC)2 CCSP
4 1 (0.69%) BPSS Clearance
4 1 (0.69%) Cisco Certification
4 1 (0.69%) CISSP
4 1 (0.69%) ISSAP
4 1 (0.69%) ISSMP
Quality Assurance & Compliance
1 1 (0.69%) PCI DSS
System Software
1 106 (73.61%) Docker
2 3 (2.08%) HDFS
3 1 (0.69%) Active Directory
3 1 (0.69%) VMware ESXi
3 1 (0.69%) VMware Infrastructure
3 1 (0.69%) XenApp
3 1 (0.69%) XenDesktop
Systems Management
1 84 (58.33%) Kubernetes
2 52 (36.11%) Ansible
3 45 (31.25%) Opscode Chef
4 43 (29.86%) Puppet
5 21 (14.58%) Rancher
6 19 (13.19%) Prometheus
7 12 (8.33%) Packer
8 8 (5.56%) Grafana
9 7 (4.86%) Consul
9 7 (4.86%) Docker Swarm
10 4 (2.78%) Graphite
10 4 (2.78%) Nagios
10 4 (2.78%) Opsview
11 2 (1.39%) Mesos
12 1 (0.69%) Cobbler
12 1 (0.69%) Kibana
12 1 (0.69%) Salt
12 1 (0.69%) Tivoli
Vendors
1 41 (28.47%) Google
2 27 (18.75%) Microsoft
3 16 (11.11%) IBM
3 16 (11.11%) Rackspace
4 5 (3.47%) VMware
5 4 (2.78%) Red Hat
6 3 (2.08%) Citrix
6 3 (2.08%) Cloudera
6 3 (2.08%) Informatica
7 2 (1.39%) Adobe
7 2 (1.39%) Cisco
7 2 (1.39%) Splunk
8 1 (0.69%) Atlassian
8 1 (0.69%) Dell
8 1 (0.69%) Dynatrace
8 1 (0.69%) HP
8 1 (0.69%) Oracle
8 1 (0.69%) SaltStack