Period
to 14 November 2018

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 14 November 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
England > Yorkshire
6 months to
14 Nov 2018
Same period 2017 Same period 2016
Rank 79 163 203
Rank change year-on-year +84 +40 -
Contract jobs citing Terraform 134 26 8
As % of all contract IT jobs advertised in Yorkshire 2.71% 0.59% 0.15%
As % of the Systems Management category 22.26% 5.14% 1.14%
Number of daily rates quoted 101 25 7
Yorkshire median daily rate £490 £475 £425
Median daily rate % change year-on-year +3.16% +11.76% -
10th Percentile £388 £395 £409
90th Percentile £625 £525 £560
England median daily rate £550 £525 £513
% change year-on-year +4.76% +2.44% +2.50%
Number of hourly rates quoted 0 0 0
Yorkshire median hourly rate - - -
England median hourly rate £72.25 - -

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 602 506 701
As % of all contract IT jobs advertised in Yorkshire 12.20% 11.53% 12.71%
Number of daily rates quoted 372 337 483
Yorkshire median daily rate £425 £425 £425
10th Percentile £300 £199 £263
90th Percentile £599 £550 £575
England median daily rate £500 £475 £450
% change year-on-year +5.26% +5.56% +9.09%
Number of hourly rates quoted 15 22 10
Yorkshire median hourly rate £20.60 £12.50 £14.69
Median hourly rate % change year-on-year +64.80% -14.89% -17.25%
10th Percentile £13.80 £9.31 £13.24
90th Percentile £36.20 £17.23 £17.50
England median hourly rate £17.50 £17.38 £22.50
% change year-on-year +0.72% -22.78% +11.47%

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 14 November 2018.

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 14 November 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
West Yorkshire +69 106 £500 +5.26% 17
South Yorkshire +11 20 £500 +36.99% 3
North Yorkshire +3 8 £400 -20.00% 2
Terraform
England

For the 6 months to 14 November 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 Yorkshire region with a requirement for Terraform.

1 97 (72.39%) Amazon AWS
2 78 (58.21%) DevOps
3 70 (52.24%) Docker
4 68 (50.75%) Puppet
5 60 (44.78%) Linux
6 55 (41.04%) Python
7 53 (39.55%) Ansible
8 49 (36.57%) Jenkins
9 47 (35.07%) Amazon S3
10 46 (34.33%) AWS CloudFormation
11 44 (32.84%) Amazon EC2
12 43 (32.09%) Agile Software Development
13 40 (29.85%) Virtual Private Cloud
14 39 (29.10%) Microservices
15 38 (28.36%) Amazon ELB
16 35 (26.12%) Java
17 34 (25.37%) Amazon RDS
18 32 (23.88%) Serverless
19 31 (23.13%) Kubernetes
20 29 (21.64%) AWS Lambda
20 29 (21.64%) MySQL
20 29 (21.64%) Red Hat Enterprise Linux
21 28 (20.90%) Git (software)
21 28 (20.90%) Opscode Chef
22 27 (20.15%) MongoDB
23 26 (19.40%) Bash Shell
24 24 (17.91%) Grafana
24 24 (17.91%) Auto-Scaling
25 23 (17.16%) HTTP
25 23 (17.16%) Firewall

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 21 (15.67%) Confluence
2 8 (5.97%) Apache
3 4 (2.99%) Elasticsearch
3 4 (2.99%) nginx
4 2 (1.49%) Oracle HTTP Server
4 2 (1.49%) WebLogic
4 2 (1.49%) WebLogic Portal
5 1 (0.75%) Apache ServiceMix
5 1 (0.75%) Apache Spark
5 1 (0.75%) Tomcat
Business Applications
1 2 (1.49%) Oracle EBS
2 1 (0.75%) Distributed Ledger
Cloud Services
1 97 (72.39%) Amazon AWS
2 47 (35.07%) Amazon S3
3 46 (34.33%) AWS CloudFormation
4 44 (32.84%) Amazon EC2
5 40 (29.85%) Virtual Private Cloud
6 38 (28.36%) Amazon ELB
7 32 (23.88%) Serverless
8 29 (21.64%) AWS Lambda
9 17 (12.69%) Route 53
9 17 (12.69%) Slack
10 14 (10.45%) Microsoft Azure
11 6 (4.48%) Amazon SQS
12 5 (3.73%) Google Cloud Platform
13 4 (2.99%) Cloud Computing
13 4 (2.99%) GitHub
14 3 (2.24%) Amazon CloudWatch
14 3 (2.24%) OpenShift
15 2 (1.49%) Trello
Communications & Networking
1 23 (17.16%) Firewall
1 23 (17.16%) HTTP
2 4 (2.99%) SSL
2 4 (2.99%) TCP/IP
3 3 (2.24%) SSH
4 2 (1.49%) DNS
5 1 (0.75%) DHCP
5 1 (0.75%) FTP
5 1 (0.75%) IPsec
5 1 (0.75%) VPN
Database & Business Intelligence
1 34 (25.37%) Amazon RDS
2 29 (21.64%) MySQL
3 27 (20.15%) MongoDB
4 15 (11.19%) Apache Cassandra
5 10 (7.46%) PostgreSQL
6 9 (6.72%) Big Data
7 8 (5.97%) Apache Hive
8 7 (5.22%) NoSQL
9 4 (2.99%) Data Warehouse
9 4 (2.99%) Redis
10 3 (2.24%) Hadoop
10 3 (2.24%) Oracle Database
11 2 (1.49%) InterSystems Cache
11 2 (1.49%) Oracle BI EE
11 2 (1.49%) Oracle Database 11g
11 2 (1.49%) Oracle Database 12c
11 2 (1.49%) Oracle Reports
11 2 (1.49%) Relational Database
12 1 (0.75%) Amazon Aurora
12 1 (0.75%) Blockchain
Development Applications
1 49 (36.57%) Jenkins
2 28 (20.90%) Git (software)
3 19 (14.18%) SonarQube
4 18 (13.43%) JIRA
5 14 (10.45%) GitLab
6 6 (4.48%) Artifactory
7 5 (3.73%) Atlassian Bamboo
7 5 (3.73%) Bitbucket
7 5 (3.73%) Cucumber
8 4 (2.99%) CircleCI
8 4 (2.99%) Travis CI
9 3 (2.24%) Sonatype Nexus
9 3 (2.24%) Subversion
10 2 (1.49%) Maven
10 2 (1.49%) Oracle Forms
10 2 (1.49%) ProC
10 2 (1.49%) Vagrant
11 1 (0.75%) Jasmine
11 1 (0.75%) JUnit
11 1 (0.75%) RSpec
General
1 6 (4.48%) Retail
2 5 (3.73%) Finance
3 1 (0.75%) Advertising
3 1 (0.75%) Marketing
Job Titles
1 62 (46.27%) DevOps Engineer
2 24 (17.91%) Consultant
3 23 (17.16%) Developer
4 16 (11.94%) AWS Consultant
5 14 (10.45%) AWS Engineer
5 14 (10.45%) Java Developer
6 13 (9.70%) Platform Engineer
7 12 (8.96%) AWS DevOps
8 10 (7.46%) Architect
8 10 (7.46%) AWS DevOps Engineer
9 8 (5.97%) AWS Architect
9 8 (5.97%) AWS Developer
10 7 (5.22%) Automation Consultant
11 5 (3.73%) DevOps Consultant
11 5 (3.73%) Operations Engineer
11 5 (3.73%) Software Engineer
12 4 (2.99%) Linux Engineer
12 4 (2.99%) Python Developer
12 4 (2.99%) Senior DevOps
12 4 (2.99%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 20 (14.93%) Node.js
2 18 (13.43%) Elastic Stack
2 18 (13.43%) Web Services
3 13 (9.70%) JSON
4 12 (8.96%) REST
5 11 (8.21%) RabbitMQ
6 9 (6.72%) ActiveMQ
6 9 (6.72%) SOAP
6 9 (6.72%) XML
7 8 (5.97%) Kafka
8 6 (4.48%) Spring
8 6 (4.48%) Spring Boot
9 5 (3.73%) React
9 5 (3.73%) Spring Batch
9 5 (3.73%) Spring Security
10 4 (2.99%) HTML
11 3 (2.24%) AngularJS
11 3 (2.24%) OAuth
11 3 (2.24%) Sensu
12 2 (1.49%) Laravel
Miscellaneous
1 20 (14.93%) Computer Science
2 11 (8.21%) Cloud Native
2 11 (8.21%) Enterprise Software
3 5 (3.73%) Public Cloud
4 4 (2.99%) Greenfield Project
5 3 (2.24%) Management Information System
5 3 (2.24%) PKI
6 2 (1.49%) Analytical Skills
6 2 (1.49%) Data Centre
6 2 (1.49%) NHS
6 2 (1.49%) Self-Motivation
7 1 (0.75%) Clustering
7 1 (0.75%) Hybrid Cloud
7 1 (0.75%) RIA
Operating Systems
1 60 (44.78%) Linux
2 29 (21.64%) Red Hat Enterprise Linux
3 22 (16.42%) CentOS
4 18 (13.43%) Windows
5 7 (5.22%) Unix
6 3 (2.24%) Ubuntu
7 2 (1.49%) Oracle Linux
8 1 (0.75%) Amazon Linux
8 1 (0.75%) Debian
8 1 (0.75%) Windows Server
Processes & Methodologies
1 78 (58.21%) DevOps
2 43 (32.09%) Agile Software Development
3 39 (29.10%) Microservices
4 24 (17.91%) Auto-Scaling
5 20 (14.93%) Configuration Management
6 19 (14.18%) Continuous Integration
7 15 (11.19%) IT Strategy
8 14 (10.45%) Infrastructure Monitoring
8 14 (10.45%) Open Source
9 13 (9.70%) Software Engineering
10 12 (8.96%) Digital Transformation Programme
11 11 (8.21%) Integration Testing
12 10 (7.46%) Migration
13 9 (6.72%) Deployment Automation
14 8 (5.97%) SFIA
14 8 (5.97%) Test Automation
15 7 (5.22%) Customer Requirements
15 7 (5.22%) Scrum
15 7 (5.22%) TDD
16 6 (4.48%) Mentoring
Programming Languages
1 55 (41.04%) Python
2 35 (26.12%) Java
3 26 (19.40%) Bash Shell
4 13 (9.70%) JavaScript
5 12 (8.96%) Perl
5 12 (8.96%) PowerShell
6 10 (7.46%) SQL
7 9 (6.72%) Ruby
8 5 (3.73%) PHP
8 5 (3.73%) Shell Script
9 3 (2.24%) C
10 2 (1.49%) Go
10 2 (1.49%) PHP 5
10 2 (1.49%) PL/SQL
10 2 (1.49%) TypeScript
11 1 (0.75%) Cython
11 1 (0.75%) Java 8
Qualifications
1 22 (16.42%) Degree
2 20 (14.93%) Computer Science Degree
3 17 (12.69%) Security Cleared
4 16 (11.94%) SC Cleared
5 4 (2.99%) AWS Certification
6 1 (0.75%) BPSS Clearance
Quality Assurance & Compliance
1 3 (2.24%) GDPR
2 2 (1.49%) PCI DSS
2 2 (1.49%) PMO
System Software
1 70 (52.24%) Docker
2 2 (1.49%) Active Directory
2 2 (1.49%) Oracle RAC
2 2 (1.49%) Varnish
3 1 (0.75%) Virtual Servers
3 1 (0.75%) VMware Infrastructure
3 1 (0.75%) Xen
Systems Management
1 68 (50.75%) Puppet
2 53 (39.55%) Ansible
3 31 (23.13%) Kubernetes
4 28 (20.90%) Opscode Chef
5 24 (17.91%) Grafana
6 22 (16.42%) Packer
7 17 (12.69%) Prometheus
8 15 (11.19%) Rancher
9 13 (9.70%) Salt
10 8 (5.97%) Graylog
11 3 (2.24%) Consul
11 3 (2.24%) Kibana
12 2 (1.49%) Data Guard
12 2 (1.49%) Failover Clustering
12 2 (1.49%) Graphite
12 2 (1.49%) HAProxy
12 2 (1.49%) Oracle RMAN
13 1 (0.75%) logstash
13 1 (0.75%) Mesos
13 1 (0.75%) SCCM
Vendors
1 13 (9.70%) Black Duck
2 11 (8.21%) SaltStack
3 7 (5.22%) Oracle
4 5 (3.73%) Red Hat
5 3 (2.24%) Google
5 3 (2.24%) Micro Focus
5 3 (2.24%) Splunk
6 2 (1.49%) Atlassian
6 2 (1.49%) Microsoft
7 1 (0.75%) Computacenter
7 1 (0.75%) PagerDuty
7 1 (0.75%) VMware