Period
to 25 May 2018

The following table provides summary statistics for contract job vacancies advertised in London 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 25 May 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 > London
6 months to
25 May 2018
Same period 2017 Same period 2016
Rank 96 218 513
Rank change year-on-year +122 +295 -
Contract jobs citing Terraform 1,218 475 85
As % of all contract IT jobs advertised in London 2.65% 1.20% 0.20%
As % of the Systems Management category 19.69% 10.32% 1.85%
Number of daily rates quoted 953 367 67
London median daily rate £550 £550 £513
Median daily rate % change year-on-year - +7.32% -
10th Percentile £463 £425 £420
90th Percentile £680 £640 £615
England median daily rate £550 £525 £500
% change year-on-year +4.76% +5.00% -
Number of hourly rates quoted 1 0 0
London median hourly rate £65.00 - -
England median hourly rate £65.00 - -

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 London with a requirement for systems management skills.

All Systems Management Skills
London
Contract vacancies with a requirement for systems management skills 6,187 4,604 4,584
As % of all contract IT jobs advertised in London 13.46% 11.65% 10.57%
Number of daily rates quoted 4,577 3,292 3,235
London median daily rate £525 £500 £473
Median daily rate % change year-on-year +5.00% +5.82% +8.00%
10th Percentile £314 £320 £300
90th Percentile £674 £638 £613
England median daily rate £498 £460 £425
% change year-on-year +8.15% +8.24% +6.25%
Number of hourly rates quoted 80 41 44
London median hourly rate £25.00 £25.00 £22.38
Median hourly rate % change year-on-year - +11.73% +18.70%
10th Percentile £13.25 £15.00 £16.63
90th Percentile £64.13 £47.00 £53.38
England median hourly rate £18.00 £21.50 £21.33
% change year-on-year -16.28% +0.80% +6.65%

Terraform
Job Vacancy Trend in London

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

Job vacancy trend for Terraform in London

Terraform
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Terraform in London

Terraform
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Terraform in London over the 6 months to 25 May 2018.

Contractor daily rate histogram for Terraform in London

Terraform
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Terraform within the London region over the 6 months to 25 May 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
Central London +70 215 £555 +6.73% 75
South London +13 111 £550 -1.12% 5
East London +8 34 £563 +19.68% 9
West London -12 29 £525 -4.55% 23
Terraform
England

For the 6 months to 25 May 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 London region with a requirement for Terraform.

1 931 (76.44%) DevOps
2 867 (71.18%) Amazon AWS
3 725 (59.52%) Docker
4 620 (50.90%) Ansible
5 568 (46.63%) Linux
6 558 (45.81%) Jenkins
7 548 (44.99%) Agile Software Development
8 489 (40.15%) Python
9 483 (39.66%) Kubernetes
10 422 (34.65%) Puppet
11 369 (30.30%) Java
12 340 (27.91%) Continuous Integration
13 329 (27.01%) Configuration Management
14 293 (24.06%) Git (software)
15 274 (22.50%) Opscode Chef
16 242 (19.87%) Security Cleared
17 222 (18.23%) Bash Shell
18 213 (17.49%) Microsoft Azure
19 211 (17.32%) Ruby
20 190 (15.60%) Node.js
21 188 (15.44%) Amazon EC2
21 188 (15.44%) Serverless
22 187 (15.35%) Microservices
23 186 (15.27%) AWS CloudFormation
23 186 (15.27%) SC Cleared
24 174 (14.29%) Finance
25 160 (13.14%) Web Services
26 159 (13.05%) PostgreSQL
27 157 (12.89%) AWS Lambda
28 156 (12.81%) Packer

Terraform
Co-occurring IT Skills in London 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 95 (7.80%) Elasticsearch
2 94 (7.72%) Confluence
3 81 (6.65%) nginx
4 58 (4.76%) Tomcat
5 56 (4.60%) Apache Spark
6 51 (4.19%) Apache
7 23 (1.89%) OpenStack
8 17 (1.40%) Adobe Experience Manager
9 16 (1.31%) Cloud Foundry
9 16 (1.31%) Gunicorn
10 15 (1.23%) IIS
11 13 (1.07%) Apache Pig
12 9 (0.74%) Apache Solr
13 8 (0.66%) JBoss
14 7 (0.57%) Mule
15 6 (0.49%) Jetty
15 6 (0.49%) Mongrel
15 6 (0.49%) Oracle SOA Suite
15 6 (0.49%) WebSphere
16 5 (0.41%) Mule ESB
Applications
1 4 (0.33%) HipChat
2 3 (0.25%) MS Visio
3 1 (0.082%) Chatbot
Business Applications
1 3 (0.25%) WebTrends
2 1 (0.082%) Dynamics NAV
2 1 (0.082%) Oracle EBS
2 1 (0.082%) SAP Hybris
Cloud Services
1 867 (71.18%) Amazon AWS
2 213 (17.49%) Microsoft Azure
3 188 (15.44%) Amazon EC2
3 188 (15.44%) Serverless
4 186 (15.27%) AWS CloudFormation
5 157 (12.89%) AWS Lambda
6 140 (11.49%) Virtual Private Cloud
7 135 (11.08%) Amazon S3
8 110 (9.03%) Google Cloud Platform
9 106 (8.70%) Route 53
10 91 (7.47%) Amazon CloudWatch
11 81 (6.65%) Amazon ELB
12 73 (5.99%) GitHub
13 57 (4.68%) PaaS
14 56 (4.60%) CloudFront
15 42 (3.45%) OpenShift
16 32 (2.63%) IaaS
17 31 (2.55%) Cloud Computing
18 30 (2.46%) SaaS
19 25 (2.05%) Datadog
Communications & Networking
1 81 (6.65%) DNS
2 71 (5.83%) Firewall
3 68 (5.58%) TCP/IP
4 50 (4.11%) VPN
5 36 (2.96%) HTTP
6 29 (2.38%) Network Security
6 29 (2.38%) SSL
7 28 (2.30%) Internet
8 17 (1.40%) OpenLDAP
9 13 (1.07%) FTP
10 11 (0.90%) DKIM
10 11 (0.90%) DMARC
10 11 (0.90%) Software-Defined Networking
11 10 (0.82%) ICMP
11 10 (0.82%) OpenVPN
12 6 (0.49%) SMS
13 5 (0.41%) Intrusion Detection
13 5 (0.41%) IPsec
13 5 (0.41%) SMTP
13 5 (0.41%) SSH
Database & Business Intelligence
1 159 (13.05%) PostgreSQL
2 136 (11.17%) Amazon RDS
3 108 (8.87%) Hadoop
3 108 (8.87%) MySQL
4 93 (7.64%) MongoDB
5 64 (5.25%) Big Data
6 51 (4.19%) NoSQL
7 49 (4.02%) Redis
8 38 (3.12%) SQL Server
9 34 (2.79%) Apache Cassandra
10 32 (2.63%) Amazon Redshift
11 27 (2.22%) Amazon DynamoDB
12 23 (1.89%) Apache Hive
12 23 (1.89%) Data Warehouse
13 21 (1.72%) HBase
14 18 (1.48%) Flink
15 12 (0.99%) Relational Database
16 9 (0.74%) Data Mining
17 8 (0.66%) OLTP
18 7 (0.57%) Neo4j
Development Applications
1 558 (45.81%) Jenkins
2 293 (24.06%) Git (software)
3 122 (10.02%) JIRA
4 70 (5.75%) Vagrant
5 67 (5.50%) Artifactory
6 59 (4.84%) Sonatype Nexus
7 58 (4.76%) Atlassian Bamboo
8 56 (4.60%) Maven
9 42 (3.45%) Travis CI
10 39 (3.20%) TeamCity
11 33 (2.71%) GoCD
12 32 (2.63%) GitLab
13 28 (2.30%) Cucumber
14 27 (2.22%) Gradle
15 26 (2.13%) Subversion
16 23 (1.89%) CircleCI
17 22 (1.81%) Appium
17 22 (1.81%) SonarQube
18 19 (1.56%) Ant
19 18 (1.48%) Bitbucket
General
1 174 (14.29%) Finance
2 50 (4.11%) Banking
3 46 (3.78%) Retail
4 20 (1.64%) Marketing
5 16 (1.31%) Law
6 15 (1.23%) Publishing
7 12 (0.99%) Games
8 9 (0.74%) Financial Institution
9 8 (0.66%) Front Office
10 7 (0.57%) Telecoms
11 4 (0.33%) Electronics
11 4 (0.33%) Manufacturing
12 3 (0.25%) Advertising
13 1 (0.082%) Investment Banking
13 1 (0.082%) Multimedia
Job Titles
1 634 (52.05%) DevOps Engineer
2 347 (28.49%) AWS Engineer
3 330 (27.09%) AWS DevOps
4 278 (22.82%) AWS DevOps Engineer
5 215 (17.65%) Developer
6 117 (9.61%) Senior DevOps
7 110 (9.03%) Cloud Engineer
8 109 (8.95%) Senior DevOps Engineer
9 83 (6.81%) Kubernetes Engineer
10 82 (6.73%) Java Developer
11 75 (6.16%) Consultant
12 69 (5.67%) Architect
13 62 (5.09%) Linux/Unix DevOps
14 60 (4.93%) Infrastructure Engineer
15 59 (4.84%) DevOps Consultant
16 55 (4.52%) Linux Engineer
17 48 (3.94%) Azure Engineer
18 47 (3.86%) Linux DevOps Engineer
19 46 (3.78%) AWS Developer
20 42 (3.45%) Senior Developer
Libraries, Frameworks & Software Standards
1 190 (15.60%) Node.js
2 160 (13.14%) Web Services
3 125 (10.26%) Elastic Stack
4 108 (8.87%) Kafka
5 65 (5.34%) React
6 59 (4.84%) Spring
7 52 (4.27%) RESTful
8 49 (4.02%) .NET
9 44 (3.61%) REST
10 40 (3.28%) Spring Boot
11 38 (3.12%) Hibernate
12 36 (2.96%) ActiveMQ
13 35 (2.87%) LEMP Stack
14 34 (2.79%) J2EE
15 33 (2.71%) JSON
16 32 (2.63%) AngularJS
16 32 (2.63%) RabbitMQ
17 30 (2.46%) CSS
17 30 (2.46%) LDAP
18 22 (1.81%) YAML
Miscellaneous
1 87 (7.14%) Greenfield Project
2 72 (5.91%) Linux Command Line
3 52 (4.27%) Public Cloud
4 45 (3.69%) Fintech
5 44 (3.61%) Cloud Native
6 37 (3.04%) Analytical Skills
7 21 (1.72%) Data Centre
8 18 (1.48%) Computer Science
9 14 (1.15%) Hybrid Cloud
10 13 (1.07%) Management Information System
11 12 (0.99%) Private Cloud
11 12 (0.99%) Self-Motivation
11 12 (0.99%) User Experience
12 11 (0.90%) Enterprise Software
13 9 (0.74%) Hedge funds
13 9 (0.74%) Virtual Team
14 8 (0.66%) Clustering
14 8 (0.66%) Mobile App
15 7 (0.57%) Analytical Mindset
15 7 (0.57%) Enterprise Cloud
Operating Systems
1 568 (46.63%) Linux
2 128 (10.51%) Windows
3 127 (10.43%) Red Hat Enterprise Linux
4 124 (10.18%) CentOS
5 113 (9.28%) Unix
6 68 (5.58%) Ubuntu
7 52 (4.27%) Windows Server
8 21 (1.72%) CoreOS
8 21 (1.72%) DC/OS
9 18 (1.48%) Windows Server 2008
10 16 (1.31%) Apple iOS
11 15 (1.23%) Debian
12 13 (1.07%) Windows Server 2012
13 6 (0.49%) Solaris
14 5 (0.41%) Fedora
15 3 (0.25%) Android
16 1 (0.082%) FreeBSD
16 1 (0.082%) Mesosphere
16 1 (0.082%) VMS
Processes & Methodologies
1 931 (76.44%) DevOps
2 548 (44.99%) Agile Software Development
3 340 (27.91%) Continuous Integration
4 329 (27.01%) Configuration Management
5 187 (15.35%) Microservices
6 144 (11.82%) Continuous Delivery
7 139 (11.41%) TDD
8 120 (9.85%) Open Source
9 110 (9.03%) Migration
10 109 (8.95%) Software Engineering
11 90 (7.39%) Load Balancing
12 86 (7.06%) Mentoring
13 82 (6.73%) E-Commerce
14 79 (6.49%) Scrum
15 78 (6.40%) Deployment Automation
16 67 (5.50%) Pair Programming
17 63 (5.17%) BDD
18 58 (4.76%) Continuous Deployment
19 54 (4.43%) Problem-Solving
20 48 (3.94%) Test Automation
Programming Languages
1 489 (40.15%) Python
2 369 (30.30%) Java
3 222 (18.23%) Bash Shell
4 211 (17.32%) Ruby
5 147 (12.07%) Go
6 112 (9.20%) Groovy
7 87 (7.14%) JavaScript
8 86 (7.06%) PowerShell
9 74 (6.08%) Perl
10 73 (5.99%) SQL
11 72 (5.91%) Java 8
12 45 (3.69%) Scala
13 35 (2.87%) Shell Script
14 28 (2.30%) ES6
15 27 (2.22%) C#
16 26 (2.13%) PHP
17 19 (1.56%) C++
18 15 (1.23%) TypeScript
19 13 (1.07%) C
20 9 (0.74%) Rust
Qualifications
1 242 (19.87%) Security Cleared
2 186 (15.27%) SC Cleared
3 53 (4.35%) AWS Certification
4 27 (2.22%) Degree
5 15 (1.23%) Computer Science Degree
6 11 (0.90%) Master's Degree
7 7 (0.57%) CISM
7 7 (0.57%) CISSP
8 5 (0.41%) (ISC)2 CCSP
8 5 (0.41%) Cisco Certification
8 5 (0.41%) CTC Cleared
9 4 (0.33%) BPSS Clearance
10 3 (0.25%) CISA
10 3 (0.25%) PhD
11 2 (0.16%) CCSP
11 2 (0.16%) PMI Certification
11 2 (0.16%) PMP
11 2 (0.16%) PRINCE2 Certification
11 2 (0.16%) RHCE
11 2 (0.16%) Sun Certification
Quality Assurance & Compliance
1 52 (4.27%) GCP
2 30 (2.46%) QA
3 15 (1.23%) PCI DSS
4 8 (0.66%) Data Quality
4 8 (0.66%) HMG Security Policy Framework
5 4 (0.33%) ISO/IEC 27001
6 3 (0.25%) PMO
7 2 (0.16%) Disclosure Scotland
8 1 (0.082%) GDPR
System Software
1 725 (59.52%) Docker
2 49 (4.02%) VMware Infrastructure
3 45 (3.69%) Active Directory
4 34 (2.79%) Virtual Machines
5 28 (2.30%) VirtualBox
6 20 (1.64%) Hyper-V
7 17 (1.40%) etcd
8 14 (1.15%) Apache Flume
8 14 (1.15%) Squid
9 11 (0.90%) HDFS
10 10 (0.82%) flannel
11 9 (0.74%) Postfix
11 9 (0.74%) vCloud
12 8 (0.66%) Varnish
13 7 (0.57%) Apache ZooKeeper
13 7 (0.57%) Xen
14 6 (0.49%) KVM
15 4 (0.33%) NFS
16 3 (0.25%) OpenDJ
16 3 (0.25%) OpenIDM
Systems Management
1 620 (50.90%) Ansible
2 483 (39.66%) Kubernetes
3 422 (34.65%) Puppet
4 274 (22.50%) Opscode Chef
5 156 (12.81%) Packer
6 104 (8.54%) Consul
7 53 (4.35%) logstash
8 49 (4.02%) ZABBIX
9 48 (3.94%) Nagios
10 47 (3.86%) Mesos
11 45 (3.69%) Docker Swarm
11 45 (3.69%) Kibana
12 38 (3.12%) Grafana
13 36 (2.96%) Salt
14 33 (2.71%) Prometheus
15 29 (2.38%) Rancher
16 22 (1.81%) Sysdig
17 21 (1.72%) HAProxy
18 15 (1.23%) Hadoop YARN
18 15 (1.23%) rkt
Vendors
1 102 (8.37%) Google
2 85 (6.98%) Splunk
3 81 (6.65%) Red Hat
4 67 (5.50%) New Relic
5 64 (5.25%) VMware
6 47 (3.86%) Atlassian
7 40 (3.28%) Oracle
8 36 (2.96%) SaltStack
9 28 (2.30%) Microsoft
10 22 (1.81%) AppDynamics
11 19 (1.56%) Cloudera
12 18 (1.48%) hybris
13 17 (1.40%) Adobe
14 11 (0.90%) Capita
14 11 (0.90%) PagerDuty
14 11 (0.90%) Perforce
14 11 (0.90%) Rackspace
15 9 (0.74%) Dynatrace
16 8 (0.66%) ForgeRock
16 8 (0.66%) ServiceNow