Period
to 24 September 2018

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Terraform skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Terraform over the 6 months to 24 September 2018 with a comparison to the same period in the previous 2 years.

Terraform
UK > England
6 months to
24 Sep 2018
Same period 2017 Same period 2016
Rank 228 462 938
Rank change year-on-year +234 +476 +345
Permanent jobs citing Terraform 2,335 1,050 271
As % of all permanent IT jobs advertised in England 1.50% 0.64% 0.15%
As % of the Systems Management category 14.39% 7.17% 1.67%
Number of salaries quoted 1,899 875 220
England median annual salary £65,000 £65,000 £62,500
Median salary % change year-on-year - +4.00% +13.64%
10th Percentile £43,750 £45,000 £47,500
90th Percentile £95,000 £90,000 £81,375
UK median annual salary £65,000 £65,000 £62,500
% change year-on-year - +4.00% +13.64%

Terraform is in the Systems Management category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for systems management skills.

All Systems Management Skills
England
Permanent vacancies with a requirement for systems management skills 16,222 14,648 16,273
As % of all permanent IT jobs advertised in England 10.44% 8.93% 8.95%
Number of salaries quoted 13,065 12,019 13,400
England median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +2.97%
10th Percentile £32,500 £31,250 £31,250
90th Percentile £85,000 £82,500 £77,500
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

Terraform
Job Vacancy Trend in England

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

Job vacancy trend for Terraform in England

Terraform
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Terraform in England.

Salary trend for Terraform in England

Terraform
Salary Histogram in England

The salary distribution of IT jobs citing Terraform in England over the 6 months to 24 September 2018.

Salary histogram for Terraform in England

Terraform
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Terraform within the England region over the 6 months to 24 September 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +164 1,518 £70,000 - 247
North of England +221 367 £52,500 +5.00% 53
South East +73 228 £60,000 -4.76% 39
North West +129 171 £52,500 +5.00% 29
Yorkshire +155 169 £52,500 +10.53% 18
Midlands +65 93 £55,000 +2.33% 26
West Midlands +54 68 £55,000 -4.35% 19
East of England +50 62 £60,000 +23.08% 18
South West +26 47 £57,500 -4.17% 16
North East -3 27 £55,000 +10.00% 6
East Midlands +17 25 £52,500 - 7
Terraform
UK

For the 6 months to 24 September 2018, IT 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 permanent job ads across the England region with a requirement for Terraform.

1 1,776 (76.06%) DevOps
2 1,762 (75.46%) Amazon AWS
3 1,442 (61.76%) Docker
4 1,262 (54.05%) Ansible
5 1,174 (50.28%) Linux
6 1,119 (47.92%) Python
7 1,097 (46.98%) Jenkins
8 1,053 (45.10%) Agile Software Development
9 1,005 (43.04%) Kubernetes
10 997 (42.70%) Puppet
11 880 (37.69%) Microsoft Azure
12 841 (36.02%) Opscode Chef
13 794 (34.00%) Java
14 779 (33.36%) Continuous Integration
15 649 (27.79%) Configuration Management
16 576 (24.67%) Microservices
17 554 (23.73%) Git (software)
18 474 (20.30%) Software Engineering
19 459 (19.66%) Google Cloud Platform
20 458 (19.61%) Ruby
21 450 (19.27%) Bash Shell
22 426 (18.24%) AWS CloudFormation
23 387 (16.57%) Web Services
24 378 (16.19%) Finance
25 375 (16.06%) Windows
26 356 (15.25%) Google
27 338 (14.48%) Atlassian Bamboo
28 336 (14.39%) SQL
29 330 (14.13%) PowerShell
30 326 (13.96%) Go

Terraform
Co-occurring IT Skills in England 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
1 175 (7.49%) Elasticsearch
2 122 (5.22%) OpenStack
3 107 (4.58%) Apache
4 86 (3.68%) Apache Spark
5 85 (3.64%) nginx
6 66 (2.83%) Confluence
7 65 (2.78%) Tomcat
8 55 (2.36%) Adobe Experience Manager
9 23 (0.99%) Apache Solr
10 21 (0.90%) IIS
11 18 (0.77%) WebLogic
12 17 (0.73%) Cloud Foundry
13 16 (0.69%) JBoss
13 16 (0.69%) Jetty
14 14 (0.60%) Oracle SOA Suite
15 12 (0.51%) CloudStack
15 12 (0.51%) CMS
16 9 (0.39%) Apache Pig
17 8 (0.34%) SharePoint
17 8 (0.34%) WebSphere
Applications
1 7 (0.30%) Microsoft Excel
2 4 (0.17%) Adobe Premiere
2 4 (0.17%) HipChat
2 4 (0.17%) Microsoft PowerPoint
3 2 (0.086%) Mingle
4 1 (0.043%) Chatbot
4 1 (0.043%) Microsoft Office
Business Applications
1 17 (0.73%) Payment Gateway
2 8 (0.34%) Distributed Ledger
3 7 (0.30%) Salesforce.com CRM
4 5 (0.21%) Eagle PACE
4 5 (0.21%) Front Arena
4 5 (0.21%) thinkFolio
5 4 (0.17%) Magento
5 4 (0.17%) Remedy ITSM
6 2 (0.086%) SAP Business One
7 1 (0.043%) Oracle EBS
7 1 (0.043%) SAP Hybris
7 1 (0.043%) SAP S/4HANA
7 1 (0.043%) Siebel CRM
Cloud Services
1 1,762 (75.46%) Amazon AWS
2 880 (37.69%) Microsoft Azure
3 459 (19.66%) Google Cloud Platform
4 426 (18.24%) AWS CloudFormation
5 208 (8.91%) Amazon EC2
6 187 (8.01%) Serverless
7 169 (7.24%) Amazon S3
8 151 (6.47%) AWS Lambda
9 128 (5.48%) SaaS
10 124 (5.31%) GitHub
11 119 (5.10%) PaaS
12 108 (4.63%) IaaS
13 93 (3.98%) Virtual Private Cloud
14 81 (3.47%) Amazon CloudWatch
15 76 (3.25%) Cloud Computing
16 52 (2.23%) OpenShift
17 51 (2.18%) Amazon ELB
18 48 (2.06%) Route 53
19 46 (1.97%) AWS Elastic Beanstalk
20 42 (1.80%) CloudFront
Communications & Networking
1 181 (7.75%) Firewall
2 158 (6.77%) DNS
3 105 (4.50%) TCP/IP
4 102 (4.37%) VPN
5 48 (2.06%) Internet
6 44 (1.88%) Network Security
6 44 (1.88%) SAN
7 42 (1.80%) HTTP
8 40 (1.71%) SSL
9 33 (1.41%) Cisco ASA
10 30 (1.28%) WAN
11 27 (1.16%) LAN
12 25 (1.07%) Fibre Channel
13 22 (0.94%) DHCP
14 17 (0.73%) BGP
14 17 (0.73%) Cisco Nexus
14 17 (0.73%) NetScaler
15 16 (0.69%) MPLS
15 16 (0.69%) OpenVPN
15 16 (0.69%) VPLS
Database & Business Intelligence
1 211 (9.04%) NoSQL
2 181 (7.75%) PostgreSQL
3 172 (7.37%) MySQL
4 154 (6.60%) MongoDB
5 152 (6.51%) Amazon RDS
6 125 (5.35%) Big Data
7 124 (5.31%) Redis
8 117 (5.01%) Amazon DynamoDB
9 112 (4.80%) SQL Server
10 101 (4.33%) Apache Cassandra
11 90 (3.85%) Hadoop
12 81 (3.47%) Relational Database
13 44 (1.88%) Amazon Redshift
14 41 (1.76%) Cosmos DB
14 41 (1.76%) Neo4j
15 38 (1.63%) Azure SQL Database
16 32 (1.37%) Blockchain
17 27 (1.16%) MariaDB
18 26 (1.11%) Data Warehouse
19 25 (1.07%) InfluxDB
Development Applications
1 1,097 (46.98%) Jenkins
2 554 (23.73%) Git (software)
3 338 (14.48%) Atlassian Bamboo
4 304 (13.02%) Vagrant
5 203 (8.69%) TeamCity
6 181 (7.75%) JIRA
7 160 (6.85%) Maven
8 142 (6.08%) Octopus Deploy
9 135 (5.78%) Subversion
10 105 (4.50%) Hudson
11 80 (3.43%) GitLab
12 71 (3.04%) Bitbucket
12 71 (3.04%) Selenium
13 60 (2.57%) GoCD
14 54 (2.31%) Travis CI
15 53 (2.27%) Ant
16 49 (2.10%) Cucumber
17 48 (2.06%) Gradle
18 42 (1.80%) Team Foundation Server
19 38 (1.63%) Sonatype Nexus
General
1 378 (16.19%) Finance
2 130 (5.57%) Retail
3 84 (3.60%) Banking
4 69 (2.96%) Games
5 56 (2.40%) Front Office
6 47 (2.01%) Marketing
7 44 (1.88%) Law
8 34 (1.46%) Publishing
9 30 (1.28%) Manufacturing
10 28 (1.20%) Advertising
11 20 (0.86%) Telecoms
12 15 (0.64%) Electronics
13 13 (0.56%) Automotive
14 7 (0.30%) Multimedia
15 6 (0.26%) Back Office
15 6 (0.26%) Investment Banking
15 6 (0.26%) Retail Banking
16 5 (0.21%) Financial Institution
17 2 (0.086%) Military
17 2 (0.086%) Online Betting
Job Titles
1 990 (42.40%) DevOps Engineer
2 427 (18.29%) Developer
3 286 (12.25%) AWS Engineer
4 247 (10.58%) AWS DevOps
5 217 (9.29%) Senior DevOps
6 213 (9.12%) Java Developer
7 183 (7.84%) AWS DevOps Engineer
8 180 (7.71%) Senior DevOps Engineer
9 172 (7.37%) Cloud Engineer
10 160 (6.85%) Linux Engineer
11 150 (6.42%) Linux/Unix DevOps
12 137 (5.87%) Lead DevOps
13 118 (5.05%) Software Engineer
14 116 (4.97%) Architect
15 114 (4.88%) AWS Developer
16 112 (4.80%) Java Engineer
17 110 (4.71%) Linux DevOps Engineer
18 106 (4.54%) Platform Engineer
19 99 (4.24%) Administrator
20 97 (4.15%) Senior Developer
Libraries, Frameworks & Software Standards
1 387 (16.57%) Web Services
2 219 (9.38%) Node.js
3 215 (9.21%) React
4 179 (7.67%) AngularJS
5 174 (7.45%) Elastic Stack
6 162 (6.94%) Spring
7 142 (6.08%) J2EE
8 141 (6.04%) Kafka
9 127 (5.44%) RESTful
10 121 (5.18%) .NET
11 115 (4.93%) Spring Boot
12 105 (4.50%) HTML
13 104 (4.45%) RabbitMQ
14 98 (4.20%) REST
15 94 (4.03%) CSS
16 73 (3.13%) J2SE
17 55 (2.36%) HTML5
18 53 (2.27%) ASP.NET
19 50 (2.14%) JSON
20 39 (1.67%) Middleware
Miscellaneous
1 179 (7.67%) Public Cloud
2 160 (6.85%) Fintech
3 113 (4.84%) Greenfield Project
4 102 (4.37%) Analytical Skills
5 99 (4.24%) Computer Science
6 92 (3.94%) Linux Command Line
7 82 (3.51%) Data Centre
8 58 (2.48%) Distributed Denial-of-Service
9 55 (2.36%) Hedge funds
9 55 (2.36%) Hybrid Cloud
10 51 (2.18%) Mobile App
10 51 (2.18%) User Experience
11 50 (2.14%) Enterprise Software
12 47 (2.01%) Self-Motivation
13 37 (1.58%) Cloud Native
14 34 (1.46%) Management Information System
14 34 (1.46%) Private Cloud
15 32 (1.37%) Robotics
16 31 (1.33%) Algorithms
17 28 (1.20%) Replication
Operating Systems
1 1,174 (50.28%) Linux
2 375 (16.06%) Windows
3 194 (8.31%) Unix
4 172 (7.37%) CentOS
5 138 (5.91%) Ubuntu
6 101 (4.33%) Red Hat Enterprise Linux
7 100 (4.28%) Windows Server
8 71 (3.04%) Debian
9 27 (1.16%) Windows Server 2008
10 26 (1.11%) DC/OS
11 19 (0.81%) Windows Server 2012
12 16 (0.69%) Fedora
13 14 (0.60%) Android
13 14 (0.60%) FreeBSD
13 14 (0.60%) SUSE
14 9 (0.39%) Mesosphere
15 8 (0.34%) CoreOS
16 7 (0.30%) VMS
17 6 (0.26%) Amazon Linux
17 6 (0.26%) Apple iOS
Processes & Methodologies
1 1,776 (76.06%) DevOps
2 1,053 (45.10%) Agile Software Development
3 779 (33.36%) Continuous Integration
4 649 (27.79%) Configuration Management
5 576 (24.67%) Microservices
6 474 (20.30%) Software Engineering
7 310 (13.28%) Open Source
8 285 (12.21%) Scrum
9 262 (11.22%) Continuous Delivery
10 259 (11.09%) Deployment Automation
11 235 (10.06%) TDD
12 218 (9.34%) Continuous Deployment
13 203 (8.69%) Test Automation
14 191 (8.18%) Problem-Solving
15 155 (6.64%) High Availability
16 154 (6.60%) Infrastructure Engineering
17 150 (6.42%) Load Balancing
18 147 (6.30%) Mentoring
19 143 (6.12%) Analytics
20 138 (5.91%) Pair Programming
Programming Languages
1 1,119 (47.92%) Python
2 794 (34.00%) Java
3 458 (19.61%) Ruby
4 450 (19.27%) Bash Shell
5 336 (14.39%) SQL
6 330 (14.13%) PowerShell
7 326 (13.96%) Go
8 255 (10.92%) JavaScript
9 161 (6.90%) Perl
10 148 (6.34%) PHP
11 138 (5.91%) C#
12 136 (5.82%) Scala
13 89 (3.81%) Java 8
14 75 (3.21%) Shell Script
15 52 (2.23%) C++
16 51 (2.18%) Groovy
17 46 (1.97%) TypeScript
18 44 (1.88%) R
19 35 (1.50%) C
20 34 (1.46%) Korn
Qualifications
1 133 (5.70%) Degree
2 96 (4.11%) AWS Certification
3 57 (2.44%) Security Cleared
4 44 (1.88%) Computer Science Degree
5 31 (1.33%) SC Cleared
6 20 (0.86%) RHCSA
7 18 (0.77%) RHCE
8 16 (0.69%) CCNP
8 16 (0.69%) Cisco Certification
8 16 (0.69%) Microsoft Certification
9 14 (0.60%) CCIE
10 13 (0.56%) MCSE
11 12 (0.51%) VMware Certified Professional (VCP)
12 11 (0.47%) ITIL Certification
13 7 (0.30%) BPSS Clearance
14 6 (0.26%) DV Cleared
15 5 (0.21%) CISSP
15 5 (0.21%) Master's Degree
16 4 (0.17%) ISEB
16 4 (0.17%) MCSA
Quality Assurance & Compliance
1 100 (4.28%) QA
2 21 (0.90%) SLA
3 20 (0.86%) GDPR
4 14 (0.60%) PCI DSS
5 11 (0.47%) ISO/IEC 27001
6 8 (0.34%) Data Quality
7 6 (0.26%) ISO/IEC 20000
8 5 (0.21%) Sarbanes-Oxley
9 3 (0.13%) DICOM
9 3 (0.13%) HIPAA
9 3 (0.13%) HL7
System Software
1 1,442 (61.76%) Docker
2 128 (5.48%) VMware Infrastructure
3 92 (3.94%) Active Directory
4 45 (1.93%) VirtualBox
5 37 (1.58%) Virtual Machines
6 31 (1.33%) oVirt
7 30 (1.28%) vSphere
8 28 (1.20%) Hyper-V
8 28 (1.20%) RHEV
9 26 (1.11%) KVM
10 23 (0.99%) Samba
11 22 (0.94%) VMware ESXi
12 18 (0.77%) NFS
12 18 (0.77%) pfSense
12 18 (0.77%) Xen
12 18 (0.77%) XenApp
12 18 (0.77%) XenDesktop
13 14 (0.60%) Virtual Servers
14 11 (0.47%) Virtual Desktop
15 6 (0.26%) iptables
Systems Management
1 1,262 (54.05%) Ansible
2 1,005 (43.04%) Kubernetes
3 997 (42.70%) Puppet
4 841 (36.02%) Opscode Chef
5 259 (11.09%) Packer
6 166 (7.11%) Docker Swarm
7 159 (6.81%) Consul
8 139 (5.95%) Nagios
8 139 (5.95%) Salt
9 121 (5.18%) ZABBIX
10 113 (4.84%) Grafana
11 106 (4.54%) Prometheus
12 83 (3.55%) Graphite
13 73 (3.13%) Kibana
14 64 (2.74%) Rancher
15 54 (2.31%) Opsview
16 50 (2.14%) Mesos
17 37 (1.58%) logstash
18 30 (1.28%) Rundeck
19 25 (1.07%) HAProxy
Vendors
1 356 (15.25%) Google
2 245 (10.49%) Microsoft
3 220 (9.42%) VMware
4 157 (6.72%) Red Hat
5 121 (5.18%) Oracle
6 118 (5.05%) Splunk
7 81 (3.47%) New Relic
8 79 (3.38%) Atlassian
9 78 (3.34%) Cisco
10 63 (2.70%) SaltStack
11 60 (2.57%) Adobe
12 51 (2.18%) Citrix
13 42 (1.80%) ServiceNow
14 35 (1.50%) F5
15 33 (1.41%) AppDynamics
16 31 (1.33%) Blue Prism
17 29 (1.24%) Cloudera
17 29 (1.24%) Hortonworks
17 29 (1.24%) RedGate
18 28 (1.20%) Rackspace