Period
to 19 October 2018

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 19 October 2018 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
19 Oct 2018
Same period 2017 Same period 2016
Rank 58 132 171
Rank change year-on-year +74 +39 -
Contract jobs citing Terraform 118 18 8
As % of all contract IT jobs advertised in West Yorkshire 3.44% 0.61% 0.21%
As % of the Systems Management category 29.35% 5.49% 1.65%
Number of daily rates quoted 86 17 7
West Yorkshire median daily rate £513 £475 £425
Median daily rate % change year-on-year +7.89% +11.76% -
10th Percentile £390 £398 £409
90th Percentile £638 £551 £560
Yorkshire median daily rate £500 £500 £425
% change year-on-year - +17.65% -
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 402 328 485
As % of all contract IT jobs advertised in West Yorkshire 11.73% 11.18% 12.72%
Number of daily rates quoted 262 209 331
West Yorkshire median daily rate £453 £438 £425
Median daily rate % change year-on-year +3.43% +2.94% +12.58%
10th Percentile £315 £263 £263
90th Percentile £638 £543 £565
Yorkshire median daily rate £438 £425 £425
% change year-on-year +2.94% - +13.33%
Number of hourly rates quoted 9 14 0
West Yorkshire median hourly rate £20.60 £12.25 -
Median hourly rate % change year-on-year +68.16% - -
Yorkshire median hourly rate £20.30 £12.50 £14.69
% change year-on-year +62.40% -14.89% -17.25%

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 19 October 2018.

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 19 October 2018. 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 +53 88 £525 +10.53% 15
Bradford - 7 £481 - 1
Huddersfield - 2 £350 -
Halifax - 1 £415 -
Terraform
Yorkshire

For the 6 months to 19 October 2018, 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 75 (63.56%) Amazon AWS
2 60 (50.85%) Docker
3 58 (49.15%) DevOps
4 52 (44.07%) Puppet
5 49 (41.53%) Python
6 47 (39.83%) Linux
7 43 (36.44%) Amazon EC2
7 43 (36.44%) Microservices
8 39 (33.05%) Ansible
8 39 (33.05%) Virtual Private Cloud
8 39 (33.05%) Jenkins
9 38 (32.20%) Amazon S3
10 37 (31.36%) Amazon ELB
11 36 (30.51%) AWS CloudFormation
12 33 (27.97%) Java
13 32 (27.12%) MySQL
14 31 (26.27%) Agile Software Development
14 31 (26.27%) Serverless
15 29 (24.58%) Git (software)
16 28 (23.73%) AWS Lambda
16 28 (23.73%) MongoDB
17 27 (22.88%) Kubernetes
17 27 (22.88%) Red Hat Enterprise Linux
18 26 (22.03%) Amazon RDS
19 25 (21.19%) Node.js
20 24 (20.34%) Auto-Scaling
20 24 (20.34%) Grafana
21 23 (19.49%) Confluence
21 23 (19.49%) Firewall
22 22 (18.64%) HTTP

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 23 (19.49%) Confluence
2 8 (6.78%) Apache
3 6 (5.08%) nginx
4 2 (1.69%) Elasticsearch
4 2 (1.69%) Oracle HTTP Server
4 2 (1.69%) WebLogic
4 2 (1.69%) WebLogic Portal
Business Applications
1 2 (1.69%) Oracle EBS
Cloud Services
1 75 (63.56%) Amazon AWS
2 43 (36.44%) Amazon EC2
3 39 (33.05%) Virtual Private Cloud
4 38 (32.20%) Amazon S3
5 37 (31.36%) Amazon ELB
6 36 (30.51%) AWS CloudFormation
7 31 (26.27%) Serverless
8 28 (23.73%) AWS Lambda
9 19 (16.10%) Slack
10 16 (13.56%) Route 53
11 11 (9.32%) Microsoft Azure
12 6 (5.08%) Amazon SQS
13 3 (2.54%) Google Cloud Platform
14 2 (1.69%) Amazon CloudWatch
14 2 (1.69%) GitHub
14 2 (1.69%) IaaS
14 2 (1.69%) OpenShift
14 2 (1.69%) PaaS
14 2 (1.69%) Trello
15 1 (0.85%) Cloud Computing
Communications & Networking
1 23 (19.49%) Firewall
2 22 (18.64%) HTTP
3 3 (2.54%) SSH
4 2 (1.69%) SMS
5 1 (0.85%) DHCP
5 1 (0.85%) DNS
5 1 (0.85%) FTP
5 1 (0.85%) IPsec
5 1 (0.85%) TCP/IP
Database & Business Intelligence
1 32 (27.12%) MySQL
2 28 (23.73%) MongoDB
3 26 (22.03%) Amazon RDS
4 14 (11.86%) Apache Cassandra
5 9 (7.63%) Apache Hive
5 9 (7.63%) Big Data
5 9 (7.63%) PostgreSQL
6 8 (6.78%) NoSQL
7 3 (2.54%) Oracle Database
8 2 (1.69%) Data Warehouse
8 2 (1.69%) Hadoop
8 2 (1.69%) InterSystems Cache
8 2 (1.69%) Oracle BI EE
8 2 (1.69%) Oracle Database 11g
8 2 (1.69%) Oracle Database 12c
8 2 (1.69%) Oracle Reports
8 2 (1.69%) Redis
8 2 (1.69%) Relational Database
9 1 (0.85%) Amazon Aurora
Development Applications
1 39 (33.05%) Jenkins
2 29 (24.58%) Git (software)
3 22 (18.64%) SonarQube
4 20 (16.95%) JIRA
5 13 (11.02%) GitLab
6 7 (5.93%) Artifactory
7 6 (5.08%) Cucumber
8 4 (3.39%) Bitbucket
9 2 (1.69%) Atlassian Bamboo
9 2 (1.69%) JUnit
9 2 (1.69%) Maven
9 2 (1.69%) Oracle Forms
9 2 (1.69%) ProC
9 2 (1.69%) Psake
9 2 (1.69%) Subversion
9 2 (1.69%) TeamCity
9 2 (1.69%) Vagrant
10 1 (0.85%) Jasmine
10 1 (0.85%) RSpec
General
1 6 (5.08%) Retail
2 3 (2.54%) Marketing
3 2 (1.69%) Finance
4 1 (0.85%) Advertising
Job Titles
1 49 (41.53%) DevOps Engineer
2 26 (22.03%) Developer
3 21 (17.80%) Consultant
4 16 (13.56%) AWS Consultant
5 14 (11.86%) Java Developer
6 12 (10.17%) Architect
7 9 (7.63%) AWS Architect
7 9 (7.63%) AWS DevOps
7 9 (7.63%) AWS Engineer
7 9 (7.63%) Platform Engineer
8 8 (6.78%) PHP Developer
8 8 (6.78%) Senior DevOps
8 8 (6.78%) Senior DevOps Engineer
9 7 (5.93%) Automation Consultant
9 7 (5.93%) AWS Developer
9 7 (5.93%) AWS DevOps Engineer
10 6 (5.08%) Lead DevOps
10 6 (5.08%) Lead DevOps Engineer
11 5 (4.24%) Operations Engineer
12 4 (3.39%) Python Developer
Libraries, Frameworks & Software Standards
1 25 (21.19%) Node.js
2 15 (12.71%) Elastic Stack
2 15 (12.71%) Web Services
3 13 (11.02%) JSON
4 12 (10.17%) RabbitMQ
4 12 (10.17%) REST
5 10 (8.47%) ActiveMQ
6 9 (7.63%) Kafka
6 9 (7.63%) SOAP
6 9 (7.63%) XML
7 8 (6.78%) React
8 7 (5.93%) HTML
9 5 (4.24%) CSS
9 5 (4.24%) Laravel
9 5 (4.24%) Spring
9 5 (4.24%) Spring Batch
9 5 (4.24%) Spring Boot
9 5 (4.24%) Spring Security
10 3 (2.54%) OAuth
11 2 (1.69%) OC4J
Miscellaneous
1 20 (16.95%) Computer Science
2 12 (10.17%) Enterprise Software
3 8 (6.78%) Public Cloud
4 4 (3.39%) Clustering
5 3 (2.54%) Hybrid Cloud
5 3 (2.54%) Management Information System
5 3 (2.54%) PKI
6 2 (1.69%) Analytical Skills
6 2 (1.69%) Data Centre
6 2 (1.69%) NHS
7 1 (0.85%) Cloud Native
7 1 (0.85%) Greenfield Project
7 1 (0.85%) RIA
7 1 (0.85%) Social Media
Operating Systems
1 47 (39.83%) Linux
2 27 (22.88%) Red Hat Enterprise Linux
3 21 (17.80%) CentOS
4 9 (7.63%) Windows
5 3 (2.54%) Unix
6 2 (1.69%) Oracle Linux
7 1 (0.85%) Debian
Processes & Methodologies
1 58 (49.15%) DevOps
2 43 (36.44%) Microservices
3 31 (26.27%) Agile Software Development
4 24 (20.34%) Auto-Scaling
5 20 (16.95%) Continuous Integration
6 19 (16.10%) Configuration Management
7 15 (12.71%) IT Strategy
8 13 (11.02%) Infrastructure Monitoring
8 13 (11.02%) Open Source
9 11 (9.32%) Integration Testing
9 11 (9.32%) Migration
9 11 (9.32%) Software Engineering
9 11 (9.32%) TDD
10 9 (7.63%) Continuous Delivery
10 9 (7.63%) Mentoring
11 8 (6.78%) SFIA
11 8 (6.78%) Test Automation
12 7 (5.93%) Customer Requirements
12 7 (5.93%) OO
13 6 (5.08%) Deployment Automation
Programming Languages
1 49 (41.53%) Python
2 33 (27.97%) Java
3 19 (16.10%) Bash Shell
4 17 (14.41%) JavaScript
5 11 (9.32%) Perl
6 10 (8.47%) PowerShell
7 9 (7.63%) PHP
7 9 (7.63%) SQL
8 5 (4.24%) PHP 5
8 5 (4.24%) Ruby
9 3 (2.54%) Shell Script
10 2 (1.69%) C
10 2 (1.69%) Go
10 2 (1.69%) PL/SQL
10 2 (1.69%) TypeScript
11 1 (0.85%) Cython
Qualifications
1 22 (18.64%) Degree
2 20 (16.95%) Computer Science Degree
3 8 (6.78%) Security Cleared
4 7 (5.93%) SC Cleared
5 1 (0.85%) AWS Certification
5 1 (0.85%) BPSS Clearance
Quality Assurance & Compliance
1 3 (2.54%) GDPR
2 2 (1.69%) PCI DSS
2 2 (1.69%) PMO
System Software
1 60 (50.85%) Docker
2 2 (1.69%) Oracle RAC
2 2 (1.69%) Varnish
3 1 (0.85%) Active Directory
Systems Management
1 52 (44.07%) Puppet
2 39 (33.05%) Ansible
3 27 (22.88%) Kubernetes
4 24 (20.34%) Grafana
5 17 (14.41%) Opscode Chef
6 16 (13.56%) Packer
6 16 (13.56%) Prometheus
6 16 (13.56%) Rancher
7 9 (7.63%) Graylog
8 3 (2.54%) Salt
9 2 (1.69%) Consul
9 2 (1.69%) Data Guard
9 2 (1.69%) Failover Clustering
9 2 (1.69%) Graphite
9 2 (1.69%) HAProxy
9 2 (1.69%) Kibana
9 2 (1.69%) Oracle RMAN
10 1 (0.85%) Mesos
10 1 (0.85%) Single Sign-On
Vendors
1 12 (10.17%) Black Duck
2 6 (5.08%) Oracle
2 6 (5.08%) Red Hat
3 5 (4.24%) Microsoft
4 3 (2.54%) Micro Focus
4 3 (2.54%) Splunk
5 2 (1.69%) Atlassian
5 2 (1.69%) Google
6 1 (0.85%) Computacenter
6 1 (0.85%) PagerDuty
6 1 (0.85%) SaltStack