Period
to 18 January 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 18 January 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
18 Jan 2019
Same period 2018 Same period 2017
Rank 88 155 195
Rank change year-on-year +67 +40 +22
Contract jobs citing Terraform 118 27 4
As % of all contract IT jobs advertised in Yorkshire 2.43% 0.61% 0.081%
As % of the Systems Management category 20.27% 5.72% 0.64%
Number of daily rates quoted 81 27 3
Yorkshire median daily rate £500 £500 £350
Median daily rate % change year-on-year - +42.86% +9.38%
England median daily rate £550 £550 £515
% change year-on-year - +6.80% +11.35%
Number of hourly rates quoted 0 0 0
Yorkshire median hourly rate - - -
England median hourly rate £90.00 - -

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 582 472 627
As % of all contract IT jobs advertised in Yorkshire 11.98% 10.69% 12.75%
Number of daily rates quoted 350 328 423
Yorkshire median daily rate £438 £430 £425
Median daily rate % change year-on-year +1.74% +1.18% +3.03%
10th Percentile £300 £190 £250
90th Percentile £613 £588 £575
England median daily rate £500 £475 £450
% change year-on-year +5.26% +5.56% +5.88%
Number of hourly rates quoted 11 15 13
Yorkshire median hourly rate £15.75 £12.50 £14.63
Median hourly rate % change year-on-year +26.00% -14.53% +8.33%
10th Percentile £13.50 £10.93 £10.50
90th Percentile £26.50 £16.20 £17.50
England median hourly rate £17.50 £16.63 £20.00
% change year-on-year +5.23% -16.85% -4.76%

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 18 January 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 18 January 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 +60 92 £500 - 19
South Yorkshire +2 18 £500 -16.67% 3
North Yorkshire +3 8 £400 -20.00% 5
Terraform
England

For the 6 months to 18 January 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 93 (78.81%) Amazon AWS
2 79 (66.95%) DevOps
3 72 (61.02%) Puppet
4 66 (55.93%) Linux
5 64 (54.24%) Docker
6 55 (46.61%) Ansible
6 55 (46.61%) Jenkins
7 53 (44.92%) Python
8 49 (41.53%) Amazon S3
9 47 (39.83%) Amazon EC2
9 47 (39.83%) AWS CloudFormation
10 41 (34.75%) Virtual Private Cloud
10 41 (34.75%) Amazon ELB
11 38 (32.20%) Red Hat Enterprise Linux
12 36 (30.51%) Amazon RDS
13 35 (29.66%) Kubernetes
14 34 (28.81%) Microservices
15 32 (27.12%) Bash Shell
16 31 (26.27%) Agile Software Development
17 29 (24.58%) HTTP
18 27 (22.88%) MySQL
18 27 (22.88%) MongoDB
18 27 (22.88%) Opscode Chef
18 27 (22.88%) Serverless
19 26 (22.03%) SonarQube
20 25 (21.19%) AWS Lambda
20 25 (21.19%) Git (software)
21 24 (20.34%) CentOS
22 23 (19.49%) Firewall
22 23 (19.49%) Packer

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 13 (11.02%) Confluence
2 7 (5.93%) nginx
3 5 (4.24%) Apache
4 1 (0.85%) Apache ServiceMix
4 1 (0.85%) Apache Spark
4 1 (0.85%) Elasticsearch
4 1 (0.85%) Oracle HTTP Server
4 1 (0.85%) Tomcat
4 1 (0.85%) WebLogic
4 1 (0.85%) WebLogic Portal
Business Applications
1 1 (0.85%) Distributed Ledger
1 1 (0.85%) Oracle EBS
Cloud Services
1 93 (78.81%) Amazon AWS
2 49 (41.53%) Amazon S3
3 47 (39.83%) Amazon EC2
3 47 (39.83%) AWS CloudFormation
4 41 (34.75%) Amazon ELB
4 41 (34.75%) Virtual Private Cloud
5 27 (22.88%) Serverless
6 25 (21.19%) AWS Lambda
7 21 (17.80%) Route 53
8 15 (12.71%) Slack
9 14 (11.86%) Microsoft Azure
10 5 (4.24%) Google Cloud Platform
11 4 (3.39%) Amazon SQS
11 4 (3.39%) Cloud Computing
12 3 (2.54%) OpenShift
13 2 (1.69%) GitHub
13 2 (1.69%) IaaS
13 2 (1.69%) PaaS
13 2 (1.69%) SaaS
14 1 (0.85%) Office 365
Communications & Networking
1 29 (24.58%) HTTP
2 23 (19.49%) Firewall
3 4 (3.39%) SSL
3 4 (3.39%) TCP/IP
4 2 (1.69%) DNS
5 1 (0.85%) BGP
5 1 (0.85%) Cisco ASA
5 1 (0.85%) Cisco IOS
5 1 (0.85%) DHCP
5 1 (0.85%) FTP
5 1 (0.85%) Intrusion Detection
5 1 (0.85%) IPsec
5 1 (0.85%) LAN
5 1 (0.85%) MPLS
5 1 (0.85%) OSPF
5 1 (0.85%) VoIP
5 1 (0.85%) VPLS
5 1 (0.85%) VPN
5 1 (0.85%) WAN
5 1 (0.85%) WLAN
Database & Business Intelligence
1 36 (30.51%) Amazon RDS
2 27 (22.88%) MongoDB
2 27 (22.88%) MySQL
3 17 (14.41%) Apache Cassandra
4 7 (5.93%) PostgreSQL
5 5 (4.24%) Redis
6 3 (2.54%) Apache Hive
6 3 (2.54%) Big Data
6 3 (2.54%) Data Warehouse
6 3 (2.54%) NoSQL
7 2 (1.69%) Oracle Database
7 2 (1.69%) Riak
8 1 (0.85%) Azure SQL Database
8 1 (0.85%) Blockchain
8 1 (0.85%) InterSystems Cache
8 1 (0.85%) Oracle BI EE
8 1 (0.85%) Oracle Database 11g
8 1 (0.85%) Oracle Database 12c
8 1 (0.85%) Oracle Reports
8 1 (0.85%) Relational Database
Development Applications
1 55 (46.61%) Jenkins
2 26 (22.03%) SonarQube
3 25 (21.19%) Git (software)
4 16 (13.56%) GitLab
5 13 (11.02%) JIRA
6 5 (4.24%) CircleCI
6 5 (4.24%) Travis CI
7 3 (2.54%) Artifactory
7 3 (2.54%) Atlassian Bamboo
7 3 (2.54%) Cucumber
7 3 (2.54%) Subversion
8 2 (1.69%) Maven
8 2 (1.69%) Sonatype Nexus
9 1 (0.85%) Jasmine
9 1 (0.85%) JUnit
9 1 (0.85%) Oracle Forms
9 1 (0.85%) ProC
9 1 (0.85%) RSpec
9 1 (0.85%) Vagrant
General
1 7 (5.93%) Finance
2 2 (1.69%) Retail
3 1 (0.85%) Financial Institution
Job Titles
1 67 (56.78%) DevOps Engineer
2 23 (19.49%) Consultant
3 18 (15.25%) AWS Engineer
4 17 (14.41%) AWS DevOps
5 16 (13.56%) AWS Consultant
6 14 (11.86%) AWS DevOps Engineer
7 10 (8.47%) Architect
7 10 (8.47%) Platform Engineer
8 8 (6.78%) AWS Architect
9 7 (5.93%) Automation Consultant
10 5 (4.24%) Developer
10 5 (4.24%) DevOps Consultant
10 5 (4.24%) Linux Engineer
10 5 (4.24%) Operations Engineer
11 4 (3.39%) Java Developer
11 4 (3.39%) Software Engineer
12 3 (2.54%) AWS Developer
12 3 (2.54%) Cloud Architect
12 3 (2.54%) Linux/Unix DevOps
13 2 (1.69%) WebOps Engineer
Libraries, Frameworks & Software Standards
1 18 (15.25%) Elastic Stack
2 17 (14.41%) Web Services
3 9 (7.63%) Node.js
4 5 (4.24%) JSON
4 5 (4.24%) RabbitMQ
4 5 (4.24%) REST
5 4 (3.39%) ActiveMQ
6 3 (2.54%) AngularJS
6 3 (2.54%) Apache NiFi
6 3 (2.54%) Kafka
6 3 (2.54%) Spring
6 3 (2.54%) Spring Boot
7 2 (1.69%) HTML
7 2 (1.69%) HTML5
7 2 (1.69%) Lambda Expressions
7 2 (1.69%) Serverless Framework
7 2 (1.69%) Spring Batch
7 2 (1.69%) Spring Security
8 1 (0.85%) .NET
8 1 (0.85%) J2EE
Miscellaneous
1 11 (9.32%) Cloud Native
1 11 (9.32%) Public Cloud
2 5 (4.24%) Clustering
3 3 (2.54%) Greenfield Project
3 3 (2.54%) Management Information System
4 2 (1.69%) Analytical Skills
4 2 (1.69%) Data Centre
4 2 (1.69%) Hybrid Cloud
4 2 (1.69%) Self-Motivation
5 1 (0.85%) Enterprise Software
5 1 (0.85%) NHS
5 1 (0.85%) RIA
Operating Systems
1 66 (55.93%) Linux
2 38 (32.20%) Red Hat Enterprise Linux
3 24 (20.34%) CentOS
4 18 (15.25%) Windows
5 7 (5.93%) Unix
6 3 (2.54%) Ubuntu
7 1 (0.85%) Amazon Linux
7 1 (0.85%) Debian
7 1 (0.85%) Oracle Linux
7 1 (0.85%) Windows Server
Processes & Methodologies
1 79 (66.95%) DevOps
2 34 (28.81%) Microservices
3 31 (26.27%) Agile Software Development
4 23 (19.49%) Auto-Scaling
5 22 (18.64%) Configuration Management
6 19 (16.10%) Computer Science
7 16 (13.56%) Infrastructure Monitoring
8 15 (12.71%) Continuous Integration
8 15 (12.71%) IT Strategy
9 11 (9.32%) Digital Transformation Programme
10 10 (8.47%) Migration
10 10 (8.47%) Open Source
10 10 (8.47%) Software Engineering
11 9 (7.63%) Test Automation
12 7 (5.93%) Coaching
12 7 (5.93%) Customer Requirements
12 7 (5.93%) Deployment Automation
12 7 (5.93%) Mentoring
13 6 (5.08%) Load Balancing
14 5 (4.24%) Scrum
Programming Languages
1 53 (44.92%) Python
2 32 (27.12%) Bash Shell
3 19 (16.10%) Java
4 18 (15.25%) Perl
5 12 (10.17%) PowerShell
6 9 (7.63%) JavaScript
7 8 (6.78%) Ruby
8 7 (5.93%) SQL
9 4 (3.39%) Shell Script
10 2 (1.69%) C
10 2 (1.69%) PHP
10 2 (1.69%) TypeScript
11 1 (0.85%) Java 8
11 1 (0.85%) PL/SQL
Qualifications
1 19 (16.10%) Computer Science Degree
1 19 (16.10%) Degree
2 14 (11.86%) Security Cleared
3 13 (11.02%) SC Cleared
4 7 (5.93%) AWS Certification
5 1 (0.85%) CCIE
5 1 (0.85%) CCNP
5 1 (0.85%) Cisco Certification
5 1 (0.85%) CISM
5 1 (0.85%) CISSP
Quality Assurance & Compliance
1 1 (0.85%) PCI DSS
1 1 (0.85%) PMO
System Software
1 64 (54.24%) Docker
2 6 (5.08%) Active Directory
3 1 (0.85%) Oracle RAC
3 1 (0.85%) Varnish
3 1 (0.85%) Virtual Servers
3 1 (0.85%) VMware Infrastructure
3 1 (0.85%) Xen
Systems Management
1 72 (61.02%) Puppet
2 55 (46.61%) Ansible
3 35 (29.66%) Kubernetes
4 27 (22.88%) Opscode Chef
5 23 (19.49%) Packer
6 21 (17.80%) Grafana
7 18 (15.25%) Prometheus
8 16 (13.56%) Rancher
9 13 (11.02%) Salt
10 3 (2.54%) Graylog
11 2 (1.69%) Consul
12 1 (0.85%) Data Guard
12 1 (0.85%) Failover Clustering
12 1 (0.85%) Graphite
12 1 (0.85%) HAProxy
12 1 (0.85%) Mesos
12 1 (0.85%) Oracle RMAN
12 1 (0.85%) SCCM
Vendors
1 14 (11.86%) Black Duck
2 10 (8.47%) SaltStack
3 4 (3.39%) Google
3 4 (3.39%) Oracle
3 4 (3.39%) Red Hat
4 3 (2.54%) Splunk
5 1 (0.85%) CheckPoint
5 1 (0.85%) Cisco
5 1 (0.85%) Citrix
5 1 (0.85%) Computacenter
5 1 (0.85%) Microsoft
5 1 (0.85%) PagerDuty
5 1 (0.85%) VMware