Period
to 19 July 2019

The following table provides summary statistics for contract job vacancies advertised in Yorkshire with a requirement for Terraform skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Terraform over the 6 months to 19 July 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Terraform
England > Yorkshire
6 months to
19 Jul 2019
Same period 2018 Same period 2017
Rank 82 104 170
Rank change year-on-year +22 +66 +42
Contract jobs citing Terraform 102 106 14
As % of all contract IT jobs advertised in Yorkshire 2.37% 2.12% 0.33%
As % of the Systems Management category 17.65% 15.87% 3.23%
Number of daily rates quoted 67 80 12
Yorkshire median daily rate £500 £475 £463
Median daily rate % change year-on-year +5.26% +2.70% +9.47%
10th Percentile £363 £388 £362
90th Percentile £618 £575 £581
England median daily rate £563 £550 £525
% change year-on-year +2.27% +4.76% +2.44%
Number of hourly rates quoted 0 0 0
Yorkshire median hourly rate - - -
England median hourly rate £70.00 £65.00 -
% change year-on-year +7.69% - -

Terraform is in the Systems Management category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Yorkshire with a requirement for systems management skills.

All Systems Management Skills
Yorkshire
Contract vacancies with a requirement for systems management skills 578 668 434
As % of all contract IT jobs advertised in Yorkshire 13.41% 13.37% 10.19%
Number of daily rates quoted 397 450 259
Yorkshire median daily rate £450 £425 £425
Median daily rate % change year-on-year +5.88% - -
10th Percentile £253 £300 £179
90th Percentile £575 £575 £554
England median daily rate £500 £488 £468
% change year-on-year +2.56% +4.28% +10.00%
Number of hourly rates quoted 8 17 14
Yorkshire median hourly rate £17.58 £17.50 £11.34
Median hourly rate % change year-on-year +0.43% +54.32% -16.00%
10th Percentile £11.25 £13.40 £9.25
90th Percentile £35.00 £60.00 £26.38
England median hourly rate £20.00 £19.25 £17.89
% change year-on-year +3.90% +7.63% -17.77%

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
Contractor Daily Rate Trend in Yorkshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Terraform in Yorkshire.

Contractor daily rate trend for Terraform in Yorkshire

Terraform
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing Terraform in Yorkshire over the 6 months to 19 July 2019.

Contractor daily rate histogram for Terraform in Yorkshire

Terraform
Contract Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Terraform within the Yorkshire region over the 6 months to 19 July 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +14 75 £475 -2.06% 25
South Yorkshire -11 17 £519 +15.28% 2
North Yorkshire +12 4 - -
Terraform
England

For the 6 months to 19 July 2019, IT contractor 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 contract job ads across the Yorkshire region with a requirement for Terraform.

1 75 (73.53%) DevOps
2 65 (63.73%) Amazon AWS
3 60 (58.82%) Python
4 58 (56.86%) Docker
5 56 (54.90%) Jenkins
6 51 (50.00%) Linux
7 46 (45.10%) Agile Software Development
8 40 (39.22%) Kubernetes
9 37 (36.27%) Git (software)
10 35 (34.31%) Puppet
11 31 (30.39%) Ansible
12 30 (29.41%) Java
13 29 (28.43%) Bash Shell
13 29 (28.43%) Packer
14 26 (25.49%) Continuous Integration
15 24 (23.53%) Opscode Chef
16 22 (21.57%) Elastic Stack
17 21 (20.59%) HTTP
18 20 (19.61%) Google Cloud Platform
19 19 (18.63%) AWS CloudFormation
19 19 (18.63%) Amazon EC2
20 18 (17.65%) Red Hat Enterprise Linux
20 18 (17.65%) Microsoft Azure
20 18 (17.65%) Microservices
20 18 (17.65%) Prometheus
20 18 (17.65%) Infrastructure as Code
21 17 (16.67%) GitLab
21 17 (16.67%) SonarQube
21 17 (16.67%) Test Automation
22 16 (15.69%) Grafana

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 (10.78%) Apache Spark
1 11 (10.78%) Confluence
2 5 (4.90%) Apache
2 5 (4.90%) nginx
3 3 (2.94%) Elasticsearch
4 2 (1.96%) Cloud Foundry
5 1 (0.98%) Tomcat
5 1 (0.98%) WebSphere
Cloud Services
1 65 (63.73%) Amazon AWS
2 20 (19.61%) Google Cloud Platform
3 19 (18.63%) Amazon EC2
3 19 (18.63%) AWS CloudFormation
4 18 (17.65%) Microsoft Azure
5 15 (14.71%) Amazon ECS
5 15 (14.71%) Amazon S3
5 15 (14.71%) Virtual Private Cloud
6 14 (13.73%) Amazon ELB
7 11 (10.78%) Route 53
8 6 (5.88%) Amazon EMR
9 5 (4.90%) Amazon EKS
9 5 (4.90%) PaaS
9 5 (4.90%) Serverless
10 4 (3.92%) Amazon CloudWatch
11 3 (2.94%) AWS CloudTrail
11 3 (2.94%) AWS Lambda
11 3 (2.94%) GitHub
12 2 (1.96%) Amazon SQS
12 2 (1.96%) IaaS
Communications & Networking
1 21 (20.59%) HTTP
2 5 (4.90%) Internet
2 5 (4.90%) TCP/IP
3 4 (3.92%) SSL
4 3 (2.94%) VPN
5 1 (0.98%) Firewall
5 1 (0.98%) HTTPS
5 1 (0.98%) SSH
Database & Business Intelligence
1 15 (14.71%) MySQL
2 13 (12.75%) MongoDB
3 12 (11.76%) Apache Cassandra
4 11 (10.78%) Hadoop
4 11 (10.78%) PostgreSQL
5 7 (6.86%) Amazon DynamoDB
5 7 (6.86%) Apache Hive
5 7 (6.86%) Big Data
6 6 (5.88%) Relational Database
7 5 (4.90%) NoSQL
8 4 (3.92%) Impala
8 4 (3.92%) Redis
8 4 (3.92%) Spotfire
9 3 (2.94%) Amazon RDS
9 3 (2.94%) Data Lake
9 3 (2.94%) Electronic Patient Records
9 3 (2.94%) Parquet
9 3 (2.94%) RDBMS
9 3 (2.94%) Riak
10 2 (1.96%) DB2
Development Applications
1 56 (54.90%) Jenkins
2 37 (36.27%) Git (software)
3 17 (16.67%) GitLab
3 17 (16.67%) SonarQube
4 15 (14.71%) JIRA
5 7 (6.86%) Atlassian Bamboo
6 6 (5.88%) Bitbucket
6 6 (5.88%) Cucumber
7 5 (4.90%) Maven
7 5 (4.90%) Selenium
7 5 (4.90%) Sonatype Nexus
8 4 (3.92%) Ant
8 4 (3.92%) git-flow
8 4 (3.92%) IBM UrbanCode
8 4 (3.92%) Subversion
8 4 (3.92%) TeamCity
9 3 (2.94%) Gatling
9 3 (2.94%) Team Foundation Server
9 3 (2.94%) Travis CI
9 3 (2.94%) WebDriver
General
1 5 (4.90%) Retail
2 4 (3.92%) Banking
3 3 (2.94%) Finance
4 1 (0.98%) Games
4 1 (0.98%) Law
Job Titles
1 56 (54.90%) DevOps Engineer
2 22 (21.57%) AWS Engineer
3 16 (15.69%) AWS DevOps
3 16 (15.69%) Developer
4 14 (13.73%) AWS DevOps Engineer
5 9 (8.82%) Python Developer
6 8 (7.84%) Cloud Engineer
7 7 (6.86%) Architect
7 7 (6.86%) Platform Engineer
8 6 (5.88%) Cloud Architect
8 6 (5.88%) Consultant
8 6 (5.88%) Java Developer
8 6 (5.88%) Junior
8 6 (5.88%) Junior DevOps
9 5 (4.90%) DevOps Consultant
9 5 (4.90%) Junior DevOps Engineer
9 5 (4.90%) Python Engineer
9 5 (4.90%) Security Architect
10 4 (3.92%) Linux Engineer
10 4 (3.92%) Senior Linux Engineer
Libraries, Frameworks & Software Standards
1 22 (21.57%) Elastic Stack
2 10 (9.80%) Web Services
3 8 (7.84%) Node.js
4 5 (4.90%) JSON
5 4 (3.92%) AngularJS
5 4 (3.92%) Lambda Expressions
5 4 (3.92%) REST
5 4 (3.92%) SOAP
5 4 (3.92%) XML
6 3 (2.94%) .NET
6 3 (2.94%) .NET Core
6 3 (2.94%) Keycloak
6 3 (2.94%) RESTful
6 3 (2.94%) Spring
7 2 (1.96%) .NET Framework
7 2 (1.96%) ActiveMQ
7 2 (1.96%) ASP.NET MVC
7 2 (1.96%) ASP.NET Web API
7 2 (1.96%) React
7 2 (1.96%) Spring Boot
Miscellaneous
1 7 (6.86%) Greenfield Project
2 6 (5.88%) Cloud Native
2 6 (5.88%) Enterprise Software
2 6 (5.88%) Public Cloud
3 5 (4.90%) Clustering
3 5 (4.90%) NHS
4 1 (0.98%) Data Centre
4 1 (0.98%) Enterprise Cloud
4 1 (0.98%) Hybrid Cloud
4 1 (0.98%) iSeries
4 1 (0.98%) Mainframe
4 1 (0.98%) PKI
4 1 (0.98%) Private Cloud
4 1 (0.98%) Reference Data
Operating Systems
1 51 (50.00%) Linux
2 18 (17.65%) Red Hat Enterprise Linux
3 15 (14.71%) CentOS
4 10 (9.80%) Windows
5 6 (5.88%) Unix
6 5 (4.90%) Windows Server
7 4 (3.92%) Ubuntu
8 2 (1.96%) Mesosphere
9 1 (0.98%) Android
9 1 (0.98%) Apple iOS
9 1 (0.98%) Solaris
Processes & Methodologies
1 75 (73.53%) DevOps
2 46 (45.10%) Agile Software Development
3 26 (25.49%) Continuous Integration
4 18 (17.65%) Infrastructure as Code
4 18 (17.65%) Microservices
5 17 (16.67%) Test Automation
6 14 (13.73%) Infrastructure Monitoring
7 13 (12.75%) Migration
8 12 (11.76%) Software Engineering
8 12 (11.76%) TDD
9 11 (10.78%) Configuration Management
10 8 (7.84%) Continuous Delivery
11 7 (6.86%) Infrastructure Automation
12 6 (5.88%) Analytics
12 6 (5.88%) Continuous Deployment
12 6 (5.88%) Deployment Automation
12 6 (5.88%) MapReduce
12 6 (5.88%) Mentoring
12 6 (5.88%) Open Source
12 6 (5.88%) Scrum
Programming Languages
1 60 (58.82%) Python
2 30 (29.41%) Java
3 29 (28.43%) Bash Shell
4 11 (10.78%) Ruby
5 10 (9.80%) SQL
6 8 (7.84%) Scala
7 7 (6.86%) Perl
7 7 (6.86%) Shell Script
8 4 (3.92%) Go
9 3 (2.94%) JavaScript
9 3 (2.94%) Korn
9 3 (2.94%) Kotlin
9 3 (2.94%) PowerShell
10 2 (1.96%) C#
10 2 (1.96%) PHP
11 1 (0.98%) C++
11 1 (0.98%) Groovy
11 1 (0.98%) Java 8
Qualifications
1 8 (7.84%) AWS Certification
2 6 (5.88%) Degree
2 6 (5.88%) Security Cleared
3 4 (3.92%) SC Cleared
4 3 (2.94%) BPSS Clearance
5 2 (1.96%) DBS Check
5 2 (1.96%) Master's Degree
6 1 (0.98%) CISSP
6 1 (0.98%) Computer Science Degree
6 1 (0.98%) GIAC
Quality Assurance & Compliance
1 1 (0.98%) PMO
System Software
1 58 (56.86%) Docker
2 5 (4.90%) Active Directory
3 3 (2.94%) HDFS
4 1 (0.98%) vSphere
Systems Management
1 40 (39.22%) Kubernetes
2 35 (34.31%) Puppet
3 31 (30.39%) Ansible
4 29 (28.43%) Packer
5 24 (23.53%) Opscode Chef
6 18 (17.65%) Prometheus
7 16 (15.69%) Grafana
8 12 (11.76%) Rancher
9 9 (8.82%) Consul
10 5 (4.90%) SCCM
11 3 (2.94%) Hadoop YARN
12 2 (1.96%) Automic
12 2 (1.96%) PingFederate
13 1 (0.98%) Istio
13 1 (0.98%) Nagios
Vendors
1 15 (14.71%) Google
2 9 (8.82%) Black Duck
3 6 (5.88%) Citrix
3 6 (5.88%) Oracle
3 6 (5.88%) Splunk
4 4 (3.92%) Tableau
5 3 (2.94%) Atlassian
5 3 (2.94%) Databricks
5 3 (2.94%) Hortonworks
6 2 (1.96%) BMC
6 2 (1.96%) EMC
6 2 (1.96%) Mercator
6 2 (1.96%) Microsoft
6 2 (1.96%) MuleSoft
6 2 (1.96%) NetApp
6 2 (1.96%) Red Hat
6 2 (1.96%) TOWER Software
6 2 (1.96%) Veritas
7 1 (0.98%) Cloudera
7 1 (0.98%) VMware