Period
to 26 April 2019

The following table provides summary statistics for contract job vacancies advertised in West 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 26 April 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
Yorkshire > West Yorkshire
6 months to
26 Apr 2019
Same period 2018 Same period 2017
Rank 78 101 151
Rank change year-on-year +23 +50 +20
Contract jobs citing Terraform 78 61 2
As % of all contract IT jobs advertised in West Yorkshire 2.51% 1.81% 0.071%
As % of the Systems Management category 20.69% 15.21% 0.66%
Number of daily rates quoted 52 50 2
West Yorkshire median daily rate £475 £511 £425
Median daily rate % change year-on-year -7.05% +20.24% +32.81%
10th Percentile £363 £411 £343
90th Percentile £623 £600 £488
Yorkshire median daily rate £488 £485 £350
% change year-on-year +0.52% +38.57% +9.38%
Number of hourly rates quoted 0 0 0
West Yorkshire median hourly rate - - -
Yorkshire median hourly rate - - -

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 West Yorkshire with a requirement for systems management skills.

All Systems Management Skills
West Yorkshire
Contract vacancies with a requirement for systems management skills 377 401 302
As % of all contract IT jobs advertised in West Yorkshire 12.13% 11.90% 10.71%
Number of daily rates quoted 247 282 186
West Yorkshire median daily rate £450 £428 £427
Median daily rate % change year-on-year +5.26% +0.06% +0.53%
10th Percentile £360 £300 £286
90th Percentile £600 £588 £575
Yorkshire median daily rate £450 £425 £425
% change year-on-year +5.88% - -
Number of hourly rates quoted 8 4 10
West Yorkshire median hourly rate £15.00 £13.75 £11.40
Median hourly rate % change year-on-year +9.09% +20.59% -15.54%
10th Percentile £11.60 £11.25 £9.81
90th Percentile £35.00 £15.00 £29.22
Yorkshire median hourly rate £15.00 £15.00 £11.40
% change year-on-year - +31.55% -15.54%

Terraform
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Terraform in West Yorkshire

Terraform
Contractor Daily Rate Trend in West Yorkshire

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

Contractor daily rate trend for Terraform in West Yorkshire

Terraform
Contractor Daily Rate Histogram in West Yorkshire

The daily rate distribution of IT jobs citing Terraform in West Yorkshire over the 6 months to 26 April 2019.

Contractor daily rate histogram for Terraform in West Yorkshire

Terraform
Contract Job Locations in West 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 West Yorkshire region over the 6 months to 26 April 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
Leeds +30 72 £475 -9.00% 10
Terraform
Yorkshire

For the 6 months to 26 April 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 West Yorkshire region with a requirement for Terraform.

1 57 (73.08%) DevOps
2 49 (62.82%) Python
3 48 (61.54%) Amazon AWS
3 48 (61.54%) Docker
4 44 (56.41%) Jenkins
4 44 (56.41%) Linux
5 35 (44.87%) Kubernetes
6 34 (43.59%) Puppet
7 27 (34.62%) Red Hat Enterprise Linux
7 27 (34.62%) Git (software)
8 25 (32.05%) Packer
9 23 (29.49%) SonarQube
9 23 (29.49%) HTTP
10 22 (28.21%) Microservices
11 21 (26.92%) Bash Shell
12 20 (25.64%) Agile Software Development
12 20 (25.64%) Elastic Stack
13 19 (24.36%) Opscode Chef
13 19 (24.36%) Ansible
14 18 (23.08%) GitLab
14 18 (23.08%) Java
15 17 (21.79%) Amazon EC2
15 17 (21.79%) CentOS
16 16 (20.51%) AWS CloudFormation
16 16 (20.51%) Grafana
16 16 (20.51%) Prometheus
16 16 (20.51%) MongoDB
17 15 (19.23%) Amazon ELB
17 15 (19.23%) Infrastructure Monitoring
17 15 (19.23%) Amazon S3

Terraform
Co-occurring IT Skills in West 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 9 (11.54%) Apache Spark
1 9 (11.54%) Confluence
2 8 (10.26%) nginx
3 2 (2.56%) Apache
3 2 (2.56%) Tomcat
4 1 (1.28%) WebSphere
Cloud Services
1 48 (61.54%) Amazon AWS
2 17 (21.79%) Amazon EC2
3 16 (20.51%) AWS CloudFormation
4 15 (19.23%) Amazon ELB
4 15 (19.23%) Amazon S3
5 14 (17.95%) Route 53
6 13 (16.67%) Virtual Private Cloud
7 10 (12.82%) Microsoft Azure
8 9 (11.54%) Google Cloud Platform
9 8 (10.26%) Slack
10 4 (5.13%) Serverless
11 3 (3.85%) IaaS
11 3 (3.85%) PaaS
12 2 (2.56%) Amazon SQS
12 2 (2.56%) AWS CodePipeline
12 2 (2.56%) AWS Lambda
12 2 (2.56%) SaaS
13 1 (1.28%) Amazon EMR
13 1 (1.28%) Azure Data Factory
13 1 (1.28%) Azure ExpressRoute
Communications & Networking
1 23 (29.49%) HTTP
2 1 (1.28%) BGP
2 1 (1.28%) Cisco ASA
2 1 (1.28%) Cisco IOS
2 1 (1.28%) Firewall
2 1 (1.28%) Internet
2 1 (1.28%) Intrusion Detection
2 1 (1.28%) LAN
2 1 (1.28%) MPLS
2 1 (1.28%) NX-OS
2 1 (1.28%) OSPF
2 1 (1.28%) VoIP
2 1 (1.28%) VPLS
2 1 (1.28%) VPN
2 1 (1.28%) WAN
2 1 (1.28%) WLAN
Database & Business Intelligence
1 16 (20.51%) MongoDB
2 14 (17.95%) Apache Cassandra
3 11 (14.10%) MySQL
4 8 (10.26%) Redis
5 6 (7.69%) Hadoop
5 6 (7.69%) PostgreSQL
6 5 (6.41%) Amazon RDS
6 5 (6.41%) Apache Hive
6 5 (6.41%) Big Data
6 5 (6.41%) Riak
7 4 (5.13%) Impala
7 4 (5.13%) Relational Database
7 4 (5.13%) Spotfire
8 3 (3.85%) Amazon DynamoDB
8 3 (3.85%) NoSQL
8 3 (3.85%) RDBMS
9 2 (2.56%) Data Warehouse
10 1 (1.28%) Azure SQL Database
10 1 (1.28%) Electronic Patient Records
10 1 (1.28%) Parquet
Development Applications
1 44 (56.41%) Jenkins
2 27 (34.62%) Git (software)
3 23 (29.49%) SonarQube
4 18 (23.08%) GitLab
5 10 (12.82%) JIRA
6 2 (2.56%) Ant
6 2 (2.56%) CMake
6 2 (2.56%) Cucumber
6 2 (2.56%) Maven
6 2 (2.56%) Sonatype Nexus
7 1 (1.28%) CircleCI
7 1 (1.28%) Gatling
7 1 (1.28%) git-flow
7 1 (1.28%) JMeter
7 1 (1.28%) Selenium
7 1 (1.28%) Team Foundation Server
7 1 (1.28%) Travis CI
7 1 (1.28%) Visual Studio Team System
7 1 (1.28%) WebDriver
General
1 5 (6.41%) Retail
2 2 (2.56%) Finance
3 1 (1.28%) Banking
3 1 (1.28%) Financial Institution
3 1 (1.28%) Games
Job Titles
1 50 (64.10%) DevOps Engineer
2 21 (26.92%) AWS DevOps
2 21 (26.92%) AWS Engineer
3 19 (24.36%) AWS DevOps Engineer
4 10 (12.82%) Developer
5 7 (8.97%) Platform Engineer
5 7 (8.97%) Python Developer
6 6 (7.69%) Architect
7 5 (6.41%) Cloud Architect
7 5 (6.41%) Junior
7 5 (6.41%) Junior DevOps
7 5 (6.41%) Security Architect
8 4 (5.13%) Infrastructure Engineer
8 4 (5.13%) Java Developer
8 4 (5.13%) Junior DevOps Engineer
9 3 (3.85%) Consultant
9 3 (3.85%) DevOps Systems Engineer
9 3 (3.85%) Senior DevOps
9 3 (3.85%) Senior DevOps Engineer
9 3 (3.85%) Systems Engineer
Libraries, Frameworks & Software Standards
1 20 (25.64%) Elastic Stack
2 7 (8.97%) Web Services
3 6 (7.69%) Node.js
4 2 (2.56%) ActiveMQ
4 2 (2.56%) AngularJS
4 2 (2.56%) Kafka
4 2 (2.56%) RabbitMQ
4 2 (2.56%) React
4 2 (2.56%) Spring
5 1 (1.28%) .NET
5 1 (1.28%) .NET Core
5 1 (1.28%) Express
5 1 (1.28%) Java EE
5 1 (1.28%) JSON
5 1 (1.28%) Keycloak
5 1 (1.28%) Lambda Expressions
5 1 (1.28%) LAPP Stack
5 1 (1.28%) REST
5 1 (1.28%) RESTful
5 1 (1.28%) Spring Boot
Miscellaneous
1 12 (15.38%) Public Cloud
2 6 (7.69%) Cloud Native
2 6 (7.69%) Greenfield Project
3 5 (6.41%) Clustering
4 4 (5.13%) NHS
5 2 (2.56%) Management Information System
6 1 (1.28%) Analytical Skills
6 1 (1.28%) Enterprise Cloud
6 1 (1.28%) Fintech
6 1 (1.28%) Hybrid Cloud
6 1 (1.28%) Reference Data
Operating Systems
1 44 (56.41%) Linux
2 27 (34.62%) Red Hat Enterprise Linux
3 17 (21.79%) CentOS
4 8 (10.26%) Windows
5 7 (8.97%) Unix
6 5 (6.41%) Windows Server
7 1 (1.28%) Amazon Linux
7 1 (1.28%) Solaris
Processes & Methodologies
1 57 (73.08%) DevOps
2 22 (28.21%) Microservices
3 20 (25.64%) Agile Software Development
4 15 (19.23%) Infrastructure Monitoring
5 14 (17.95%) Continuous Integration
6 12 (15.38%) Configuration Management
6 12 (15.38%) Migration
7 9 (11.54%) Software Engineering
8 7 (8.97%) Coaching
8 7 (8.97%) Mentoring
9 6 (7.69%) Load Balancing
9 6 (7.69%) Test Automation
10 5 (6.41%) Static Code Analysis
11 4 (5.13%) Analytics
11 4 (5.13%) Decision-Making
11 4 (5.13%) High Availability
11 4 (5.13%) MapReduce
12 3 (3.85%) Deployment Automation
12 3 (3.85%) Problem-Solving
12 3 (3.85%) Site Reliability Engineering
Programming Languages
1 49 (62.82%) Python
2 21 (26.92%) Bash Shell
3 18 (23.08%) Java
4 10 (12.82%) Perl
5 8 (10.26%) Scala
6 6 (7.69%) Ruby
6 6 (7.69%) Shell Script
7 4 (5.13%) SQL
8 3 (3.85%) JavaScript
8 3 (3.85%) Korn
8 3 (3.85%) Kotlin
8 3 (3.85%) PowerShell
9 1 (1.28%) C++
9 1 (1.28%) Groovy
9 1 (1.28%) Java 8
9 1 (1.28%) PHP
Qualifications
1 6 (7.69%) Degree
2 5 (6.41%) AWS Certification
3 4 (5.13%) SC Cleared
3 4 (5.13%) Security Cleared
4 2 (2.56%) CISSP
4 2 (2.56%) Master's Degree
5 1 (1.28%) CCIE
5 1 (1.28%) CCNP
5 1 (1.28%) Cisco Certification
5 1 (1.28%) CISM
5 1 (1.28%) Computer Science Degree
5 1 (1.28%) GIAC
Quality Assurance & Compliance
1 2 (2.56%) PMO
System Software
1 48 (61.54%) Docker
2 9 (11.54%) Active Directory
3 1 (1.28%) HDFS
Systems Management
1 35 (44.87%) Kubernetes
2 34 (43.59%) Puppet
3 25 (32.05%) Packer
4 19 (24.36%) Ansible
4 19 (24.36%) Opscode Chef
5 16 (20.51%) Grafana
5 16 (20.51%) Prometheus
6 11 (14.10%) Rancher
7 5 (6.41%) SCCM
8 3 (3.85%) Consul
9 2 (2.56%) PingFederate
10 1 (1.28%) Hadoop YARN
10 1 (1.28%) Nagios
Vendors
1 9 (11.54%) Black Duck
2 7 (8.97%) Google
3 6 (7.69%) Citrix
4 4 (5.13%) Tableau
5 2 (2.56%) Red Hat
5 2 (2.56%) Splunk
6 1 (1.28%) CheckPoint
6 1 (1.28%) Cisco
6 1 (1.28%) Databricks
6 1 (1.28%) Microsoft