Period
to 17 February 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 17 February 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
17 Feb 2018
Same period 2017 Same period 2016
Rank 128 234 593
Rank change year-on-year +106 +359 -
Contract jobs citing Terraform 1,008 451 16
As % of all contract IT jobs advertised in London 2.16% 1.09% 0.036%
As % of the Systems Management category 17.25% 9.26% 0.38%
Number of daily rates quoted 832 308 14
London median daily rate £550 £525 £500
Median daily rate % change year-on-year +4.76% +5.00% -
10th Percentile £425 £425 £386
90th Percentile £669 £625 £631
England median daily rate £550 £525 £448
% change year-on-year +4.76% +17.32% -
Number of hourly rates quoted 0 0 0
London median hourly rate - - -
England 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 London with a requirement for systems management skills.

All Systems Management Skills
London
Contract vacancies with a requirement for systems management skills 5,843 4,869 4,167
As % of all contract IT jobs advertised in London 12.55% 11.79% 9.38%
Number of daily rates quoted 4,387 3,351 2,926
London median daily rate £525 £500 £450
Median daily rate % change year-on-year +5.00% +11.11% +5.88%
10th Percentile £313 £315 £275
90th Percentile £650 £625 £600
England median daily rate £495 £450 £425
% change year-on-year +10.00% +5.88% +6.25%
Number of hourly rates quoted 68 68 65
London median hourly rate £24.92 £22.42 £22.00
Median hourly rate % change year-on-year +11.16% +1.90% +22.22%
10th Percentile £11.81 £14.00 £13.50
90th Percentile £58.61 £47.00 £52.00
England median hourly rate £16.82 £20.00 £20.00
% change year-on-year -15.93% - +0.45%

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 17 February 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 17 February 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 +78 164 £550 - 50
South London -14 93 £550 +8.37% 8
West London -10 20 £525 +6.06% 18
East London - 15 £500 - 4
North London - 1 £550 -
Terraform
England

For the 6 months to 17 February 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.

1 779 (77.28%) DevOps
2 700 (69.44%) Amazon AWS
3 576 (57.14%) Docker
4 539 (53.47%) Ansible
5 517 (51.29%) Linux
6 440 (43.65%) Jenkins
7 419 (41.57%) Agile Software Development
8 412 (40.87%) Python
9 383 (38.00%) Kubernetes
10 363 (36.01%) Puppet
11 325 (32.24%) Java
12 284 (28.17%) Continuous Integration
13 260 (25.79%) Configuration Management
14 248 (24.60%) Opscode Chef
15 231 (22.92%) Git (software)
16 212 (21.03%) Bash Shell
17 194 (19.25%) Ruby
18 183 (18.15%) Security Cleared
19 164 (16.27%) Amazon EC2
20 154 (15.28%) Web Services
21 153 (15.18%) Microsoft Azure
22 148 (14.68%) Go
23 142 (14.09%) Finance
24 140 (13.89%) JIRA
25 138 (13.69%) AWS CloudFormation
26 137 (13.59%) SC Cleared
27 132 (13.10%) Amazon S3
28 127 (12.60%) PostgreSQL
29 126 (12.50%) Packer
30 124 (12.30%) Virtual Private Cloud

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
1 112 (11.11%) Confluence
2 83 (8.23%) Elasticsearch
3 67 (6.65%) Tomcat
4 61 (6.05%) nginx
5 47 (4.66%) Apache Spark
6 46 (4.56%) Apache
7 21 (2.08%) OpenStack
8 17 (1.69%) Cloud Foundry
9 12 (1.19%) Apache Solr
10 9 (0.89%) Mule
11 7 (0.69%) Adobe Experience Manager
11 7 (0.69%) CMS
11 7 (0.69%) IIS
11 7 (0.69%) Mule ESB
12 6 (0.60%) JBoss
13 5 (0.50%) Jetty
13 5 (0.50%) NServiceBus
14 4 (0.40%) SAS
15 3 (0.30%) Apache Pig
16 2 (0.20%) Oracle SOA Suite
Applications
1 9 (0.89%) HipChat
Business Applications
1 3 (0.30%) WebTrends
Cloud Services
1 700 (69.44%) Amazon AWS
2 164 (16.27%) Amazon EC2
3 153 (15.18%) Microsoft Azure
4 138 (13.69%) AWS CloudFormation
5 132 (13.10%) Amazon S3
6 124 (12.30%) Virtual Private Cloud
7 92 (9.13%) Serverless
8 82 (8.13%) Route 53
9 75 (7.44%) AWS Lambda
10 72 (7.14%) GitHub
11 71 (7.04%) Google Cloud Platform
12 68 (6.75%) Amazon ELB
13 56 (5.56%) Amazon CloudWatch
14 35 (3.47%) SaaS
15 34 (3.37%) CloudFront
15 34 (3.37%) OpenShift
16 33 (3.27%) PaaS
17 29 (2.88%) IaaS
18 16 (1.59%) Cloud Computing
19 13 (1.29%) Amazon SQS
Communications & Networking
1 66 (6.55%) TCP/IP
2 55 (5.46%) DNS
3 51 (5.06%) HTTP
4 46 (4.56%) Firewall
5 37 (3.67%) VPN
6 31 (3.08%) SSL
7 21 (2.08%) Network Security
8 19 (1.88%) Kerberos
9 16 (1.59%) OpenLDAP
10 15 (1.49%) FTP
11 14 (1.39%) Internet
12 10 (0.99%) ICMP
13 8 (0.79%) OpenVPN
13 8 (0.79%) SSH
14 7 (0.69%) IPsec
15 6 (0.60%) DHCP
15 6 (0.60%) Intrusion Detection
15 6 (0.60%) SAN
16 5 (0.50%) iSCSI
16 5 (0.50%) SMTP
Database & Business Intelligence
1 127 (12.60%) PostgreSQL
2 120 (11.90%) Amazon RDS
3 103 (10.22%) Hadoop
4 84 (8.33%) MongoDB
5 81 (8.04%) MySQL
6 74 (7.34%) Big Data
7 58 (5.75%) NoSQL
8 50 (4.96%) Redis
9 38 (3.77%) SQL Server
10 37 (3.67%) Apache Cassandra
11 23 (2.28%) Relational Database
12 22 (2.18%) Amazon DynamoDB
13 18 (1.79%) Data Warehouse
13 18 (1.79%) HBase
14 13 (1.29%) Apache Hive
14 13 (1.29%) RDBMS
15 10 (0.99%) Amazon Redshift
15 10 (0.99%) Data Lake
16 9 (0.89%) Oracle Database
17 8 (0.79%) OLTP
Development Applications
1 440 (43.65%) Jenkins
2 231 (22.92%) Git (software)
3 140 (13.89%) JIRA
4 59 (5.85%) Sonatype Nexus
5 48 (4.76%) Artifactory
6 45 (4.46%) Atlassian Bamboo
7 40 (3.97%) Cucumber
7 40 (3.97%) Maven
8 36 (3.57%) GitLab
9 34 (3.37%) Vagrant
10 32 (3.17%) Bitbucket
11 28 (2.78%) TeamCity
12 25 (2.48%) SonarQube
13 24 (2.38%) Appium
13 24 (2.38%) webpack
14 23 (2.28%) GoCD
15 21 (2.08%) Babel
16 16 (1.59%) Selenium
16 16 (1.59%) Travis CI
17 15 (1.49%) Subversion
General
1 142 (14.09%) Finance
2 46 (4.56%) Banking
3 35 (3.47%) Retail
4 20 (1.98%) Marketing
5 12 (1.19%) Games
5 12 (1.19%) Law
6 10 (0.99%) Front Office
7 8 (0.79%) Publishing
7 8 (0.79%) Retail Banking
7 8 (0.79%) Telecoms
8 6 (0.60%) Investment Banking
9 5 (0.50%) Electronics
9 5 (0.50%) Financial Institution
9 5 (0.50%) Manufacturing
10 3 (0.30%) Advertising
11 2 (0.20%) Back Office
12 1 (0.099%) Local Government
12 1 (0.099%) Multimedia
Job Titles
1 564 (55.95%) DevOps Engineer
2 297 (29.46%) AWS Engineer
3 275 (27.28%) AWS DevOps
4 245 (24.31%) AWS DevOps Engineer
5 145 (14.38%) Developer
6 107 (10.62%) Cloud Engineer
7 94 (9.33%) Senior DevOps
8 83 (8.23%) Senior DevOps Engineer
9 75 (7.44%) Kubernetes Engineer
10 73 (7.24%) Consultant
11 65 (6.45%) Linux Engineer
11 65 (6.45%) Linux/Unix DevOps
12 56 (5.56%) Linux DevOps Engineer
13 51 (5.06%) Architect
14 49 (4.86%) DevOps Consultant
15 43 (4.27%) Java Developer
16 39 (3.87%) Senior Developer
17 36 (3.57%) Infrastructure Engineer
18 33 (3.27%) AWS Architect
19 28 (2.78%) Azure Engineer
Libraries, Frameworks & Software Standards
1 154 (15.28%) Web Services
2 112 (11.11%) Node.js
3 102 (10.12%) Elastic Stack
4 76 (7.54%) Kafka
5 65 (6.45%) React
6 42 (4.17%) Spring
7 40 (3.97%) .NET
8 36 (3.57%) REST
9 34 (3.37%) AngularJS
10 32 (3.17%) Spring Boot
11 30 (2.98%) CSS
12 29 (2.88%) React Native
12 29 (2.88%) RESTful
13 27 (2.68%) JSON
14 25 (2.48%) Redux
15 24 (2.38%) Ruby on Rails
16 23 (2.28%) Sass
17 21 (2.08%) YAML
18 19 (1.88%) ActiveMQ
18 19 (1.88%) LEMP Stack
Miscellaneous
1 74 (7.34%) Public Cloud
2 63 (6.25%) Greenfield Project
3 43 (4.27%) Fintech
4 27 (2.68%) Linux Command Line
5 25 (2.48%) Analytical Skills
5 25 (2.48%) Data Centre
6 17 (1.69%) Hybrid Cloud
7 15 (1.49%) Computer Science
8 13 (1.29%) Algorithms
9 10 (0.99%) Mobile App
9 10 (0.99%) Private Cloud
9 10 (0.99%) Virtual Team
10 9 (0.89%) Cloud Native
10 9 (0.89%) Clustering
11 8 (0.79%) Management Information System
12 7 (0.69%) Data Structures
13 6 (0.60%) Analytical Mindset
14 5 (0.50%) Life Science
15 4 (0.40%) Enterprise Software
15 4 (0.40%) Social Media
Operating Systems
1 517 (51.29%) Linux
2 105 (10.42%) Windows
3 89 (8.83%) Red Hat Enterprise Linux
4 79 (7.84%) CentOS
5 71 (7.04%) Unix
6 43 (4.27%) Windows Server
7 29 (2.88%) CoreOS
8 25 (2.48%) Ubuntu
9 22 (2.18%) Windows Server 2012
10 16 (1.59%) Debian
11 8 (0.79%) Windows Server 2008
12 7 (0.69%) Android
12 7 (0.69%) Apple iOS
13 5 (0.50%) DC/OS
14 3 (0.30%) VMS
14 3 (0.30%) Windows 10
15 2 (0.20%) Solaris
16 1 (0.099%) Fedora
16 1 (0.099%) Windows Server 2003
Processes & Methodologies
1 779 (77.28%) DevOps
2 419 (41.57%) Agile Software Development
3 284 (28.17%) Continuous Integration
4 260 (25.79%) Configuration Management
5 121 (12.00%) Microservices
6 115 (11.41%) Continuous Delivery
7 113 (11.21%) TDD
8 100 (9.92%) Migration
9 79 (7.84%) Software Engineering
10 76 (7.54%) Open Source
10 76 (7.54%) Scrum
11 67 (6.65%) BDD
12 65 (6.45%) Test Automation
13 64 (6.35%) E-Commerce
14 48 (4.76%) Mentoring
15 46 (4.56%) Load Balancing
16 45 (4.46%) Continuous Deployment
16 45 (4.46%) Pair Programming
17 39 (3.87%) Analytics
17 39 (3.87%) Kanban
Programming Languages
1 412 (40.87%) Python
2 325 (32.24%) Java
3 212 (21.03%) Bash Shell
4 194 (19.25%) Ruby
5 148 (14.68%) Go
6 86 (8.53%) JavaScript
7 83 (8.23%) Groovy
8 67 (6.65%) PowerShell
9 44 (4.37%) SQL
10 39 (3.87%) Perl
11 35 (3.47%) ES6
12 34 (3.37%) Shell Script
13 25 (2.48%) Scala
14 21 (2.08%) TypeScript
15 20 (1.98%) PHP
16 18 (1.79%) C#
17 17 (1.69%) R
18 10 (0.99%) C++
19 7 (0.69%) Apple Swift
19 7 (0.69%) C
Qualifications
1 183 (18.15%) Security Cleared
2 137 (13.59%) SC Cleared
3 37 (3.67%) AWS Certification
4 25 (2.48%) Degree
5 13 (1.29%) CISM
5 13 (1.29%) Computer Science Degree
6 12 (1.19%) Cisco Certification
6 12 (1.19%) CISSP
7 10 (0.99%) (ISC)2 CCSP
8 9 (0.89%) CCSP
8 9 (0.89%) Master's Degree
9 7 (0.69%) CTC Cleared
10 6 (0.60%) BPSS Clearance
11 5 (0.50%) CREST Certified
12 4 (0.40%) RHCE
13 3 (0.30%) CISA
14 2 (0.20%) CCNP
14 2 (0.20%) PMI Certification
14 2 (0.20%) PMP
14 2 (0.20%) Sun Certification
Quality Assurance & Compliance
1 32 (3.17%) QA
2 26 (2.58%) GCP
3 16 (1.59%) PCI DSS
4 9 (0.89%) ISO/IEC 27001
5 4 (0.40%) Disclosure Scotland
6 3 (0.30%) PMO
7 2 (0.20%) Data Quality
8 1 (0.099%) GDPR
System Software
1 576 (57.14%) Docker
2 42 (4.17%) Active Directory
3 30 (2.98%) VMware Infrastructure
4 23 (2.28%) Virtual Machines
5 17 (1.69%) Apache ZooKeeper
6 16 (1.59%) etcd
6 16 (1.59%) HDFS
7 13 (1.29%) Squid
8 10 (0.99%) vCloud
9 8 (0.79%) Postfix
10 7 (0.69%) Varnish
11 5 (0.50%) Apache Flume
12 4 (0.40%) NFS
12 4 (0.40%) vSphere
13 3 (0.30%) Hyper-V
13 3 (0.30%) LXC
13 3 (0.30%) Xen
14 2 (0.20%) OpenIDM
14 2 (0.20%) pfSense
14 2 (0.20%) Virtual Servers
Systems Management
1 539 (53.47%) Ansible
2 383 (38.00%) Kubernetes
3 363 (36.01%) Puppet
4 248 (24.60%) Opscode Chef
5 126 (12.50%) Packer
6 85 (8.43%) Consul
7 53 (5.26%) logstash
8 52 (5.16%) Mesos
9 47 (4.66%) Kibana
10 38 (3.77%) ZABBIX
11 36 (3.57%) Nagios
12 32 (3.17%) Docker Swarm
13 29 (2.88%) Grafana
14 27 (2.68%) Prometheus
14 27 (2.68%) Rancher
15 20 (1.98%) Sysdig
16 17 (1.69%) Salt
17 15 (1.49%) Graphite
18 12 (1.19%) Fluentd
18 12 (1.19%) Icinga
Vendors
1 89 (8.83%) Google
2 67 (6.65%) Red Hat
3 53 (5.26%) VMware
4 48 (4.76%) Oracle
5 43 (4.27%) Atlassian
6 39 (3.87%) Splunk
7 36 (3.57%) New Relic
8 34 (3.37%) Microsoft
9 32 (3.17%) SaltStack
10 17 (1.69%) AppDynamics
11 14 (1.39%) Hortonworks
12 12 (1.19%) Capita
13 9 (0.89%) Cloudera
13 9 (0.89%) F5
13 9 (0.89%) Intel
13 9 (0.89%) McAfee
13 9 (0.89%) Qualys
13 9 (0.89%) Sourcefire
13 9 (0.89%) Symantec
13 9 (0.89%) Tripwire