Period
to 24 January 2019

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 January 2019 with a comparison to the same period in the previous 2 years.

Terraform
UK > England
6 months to
24 Jan 2019
Same period 2018 Same period 2017
Rank 200 371 756
Rank change year-on-year +171 +385 +467
Permanent jobs citing Terraform 2,444 1,385 441
As % of all permanent IT jobs advertised in England 1.73% 0.85% 0.26%
As % of the Systems Management category 15.10% 9.38% 2.96%
Number of salaries quoted 1,915 1,175 360
England median annual salary £67,500 £65,000 £65,000
Median salary % change year-on-year +3.85% - +8.33%
10th Percentile £45,000 £43,750 £46,250
90th Percentile £91,700 £87,500 £83,750
UK median annual salary £67,500 £65,000 £65,000
% change year-on-year +3.85% - +8.33%

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 16,181 14,763 14,915
As % of all permanent IT jobs advertised in England 11.47% 9.05% 8.92%
Number of salaries quoted 12,704 12,178 12,173
England median annual salary £57,500 £55,000 £52,000
Median salary % change year-on-year +4.55% +5.77% +4.00%
10th Percentile £32,500 £31,250 £31,250
90th Percentile £87,500 £82,500 £80,000
UK median annual salary £57,500 £52,500 £50,000
% change year-on-year +9.52% +5.00% -

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 January 2019.

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 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +132 1,525 £75,000 +7.14% 306
North of England +128 330 £57,500 +9.52% 93
South East +106 284 £62,500 +4.17% 56
North West +98 173 £57,500 +4.55% 47
Yorkshire +92 147 £55,000 +4.76% 34
Midlands +81 118 £57,500 -4.17% 40
South West +45 84 £60,000 +20.00% 37
East of England +88 81 £65,000 +33.33% 17
West Midlands +78 81 £55,000 -8.33% 26
East Midlands +37 36 £65,000 +13.04% 14
North East +7 10 £56,750 +13.50% 12
Terraform
UK

For the 6 months to 24 January 2019, 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 1,897 (77.62%) DevOps
2 1,742 (71.28%) Amazon AWS
3 1,470 (60.15%) Docker
4 1,340 (54.83%) Ansible
5 1,223 (50.04%) Linux
6 1,179 (48.24%) Kubernetes
7 1,168 (47.79%) Python
8 1,088 (44.52%) Agile Software Development
9 1,037 (42.43%) Puppet
10 1,006 (41.16%) Jenkins
11 952 (38.95%) Microsoft Azure
12 792 (32.41%) Opscode Chef
13 727 (29.75%) Java
14 644 (26.35%) Git (software)
15 638 (26.10%) Configuration Management
16 564 (23.08%) Continuous Integration
17 496 (20.29%) Google Cloud Platform
18 486 (19.89%) Microservices
19 485 (19.84%) Bash Shell
20 462 (18.90%) AWS CloudFormation
21 459 (18.78%) Ruby
22 424 (17.35%) SQL
22 424 (17.35%) Windows
23 421 (17.23%) Software Engineering
24 403 (16.49%) Open Source
25 341 (13.95%) Go
26 336 (13.75%) PowerShell
27 331 (13.54%) Finance
28 317 (12.97%) Web Services
29 309 (12.64%) Atlassian Bamboo

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
1 156 (6.38%) Elasticsearch
2 123 (5.03%) Apache
2 123 (5.03%) Apache Spark
3 91 (3.72%) nginx
4 82 (3.36%) Confluence
5 74 (3.03%) OpenStack
6 66 (2.70%) Tomcat
7 29 (1.19%) IIS
8 25 (1.02%) Adobe Experience Manager
9 23 (0.94%) Apache Solr
10 16 (0.65%) SharePoint
11 13 (0.53%) Cloud Foundry
12 8 (0.33%) Apache Airflow
13 7 (0.29%) BizTalk Server
13 7 (0.29%) Documentum
13 7 (0.29%) Mule
13 7 (0.29%) WebLogic
14 6 (0.25%) JBoss
14 6 (0.25%) Jetty
14 6 (0.25%) SAS
Applications
1 12 (0.49%) Microsoft Excel
2 9 (0.37%) Microsoft PowerPoint
3 6 (0.25%) Chatbot
4 4 (0.16%) HipChat
4 4 (0.16%) Mingle
5 3 (0.12%) Fireworks
Business Applications
1 30 (1.23%) Payment Gateway
2 9 (0.37%) Remedy ITSM
3 7 (0.29%) SAP CO
3 7 (0.29%) SAP FI
3 7 (0.29%) SAP FI/CO
3 7 (0.29%) SAP IS-U
4 4 (0.16%) Magento
5 3 (0.12%) Quorum
6 2 (0.082%) SAP Business One
7 1 (0.041%) Distributed Ledger
Cloud Services
1 1,742 (71.28%) Amazon AWS
2 952 (38.95%) Microsoft Azure
3 496 (20.29%) Google Cloud Platform
4 462 (18.90%) AWS CloudFormation
5 198 (8.10%) GitHub
6 182 (7.45%) Amazon EC2
7 172 (7.04%) Serverless
8 168 (6.87%) SaaS
9 167 (6.83%) Amazon S3
10 138 (5.65%) PaaS
11 130 (5.32%) IaaS
12 129 (5.28%) AWS Lambda
13 119 (4.87%) Cloud Computing
14 85 (3.48%) Virtual Private Cloud
15 83 (3.40%) Amazon CloudWatch
16 81 (3.31%) OpenShift
17 66 (2.70%) CloudFront
18 47 (1.92%) Azure Active Directory
19 44 (1.80%) Amazon ELB
19 44 (1.80%) Route 53
Communications & Networking
1 202 (8.27%) Firewall
2 129 (5.28%) DNS
3 119 (4.87%) TCP/IP
4 78 (3.19%) VPN
5 64 (2.62%) Internet
6 42 (1.72%) WAN
7 39 (1.60%) HTTP
7 39 (1.60%) Network Security
8 36 (1.47%) LAN
9 29 (1.19%) BGP
10 24 (0.98%) SAN
10 24 (0.98%) SSL
11 23 (0.94%) VLAN
12 20 (0.82%) OpenVPN
13 17 (0.70%) Skype
14 16 (0.65%) DHCP
15 15 (0.61%) OSPF
16 11 (0.45%) OpenLDAP
16 11 (0.45%) OPNsense
17 8 (0.33%) Fibre Channel
Database & Business Intelligence
1 197 (8.06%) PostgreSQL
2 185 (7.57%) NoSQL
3 154 (6.30%) Amazon RDS
4 153 (6.26%) MySQL
5 152 (6.22%) Big Data
6 137 (5.61%) MongoDB
7 113 (4.62%) SQL Server
8 110 (4.50%) Redis
9 107 (4.38%) Hadoop
10 90 (3.68%) Relational Database
11 71 (2.91%) Amazon DynamoDB
12 66 (2.70%) Apache Cassandra
13 59 (2.41%) Azure SQL Database
14 46 (1.88%) Amazon Redshift
15 35 (1.43%) Data Warehouse
15 35 (1.43%) MariaDB
16 31 (1.27%) Cosmos DB
17 30 (1.23%) Amazon Aurora
17 30 (1.23%) Blockchain
18 24 (0.98%) Data Lake
Development Applications
1 1,006 (41.16%) Jenkins
2 644 (26.35%) Git (software)
3 309 (12.64%) Atlassian Bamboo
4 232 (9.49%) TeamCity
5 197 (8.06%) Octopus Deploy
6 172 (7.04%) Vagrant
7 165 (6.75%) JIRA
8 151 (6.18%) GitLab
9 145 (5.93%) Maven
10 141 (5.77%) Subversion
11 91 (3.72%) Travis CI
12 79 (3.23%) Selenium
13 76 (3.11%) CircleCI
14 75 (3.07%) Bitbucket
15 68 (2.78%) GoCD
16 67 (2.74%) Team Foundation Server
17 62 (2.54%) Visual Studio
18 54 (2.21%) Cucumber
18 54 (2.21%) Visual Studio Team System
19 53 (2.17%) IBM UrbanCode
General
1 331 (13.54%) Finance
2 107 (4.38%) Retail
3 77 (3.15%) Banking
4 71 (2.91%) Games
5 65 (2.66%) Marketing
6 54 (2.21%) Law
7 30 (1.23%) Telecoms
8 24 (0.98%) Publishing
9 23 (0.94%) Manufacturing
10 17 (0.70%) Electronics
11 15 (0.61%) Automotive
12 13 (0.53%) Advertising
13 10 (0.41%) Front Office
13 10 (0.41%) Retail Banking
14 6 (0.25%) Back Office
14 6 (0.25%) Multimedia
15 5 (0.20%) Pharmaceutical
16 4 (0.16%) Financial Institution
16 4 (0.16%) Investment Banking
16 4 (0.16%) Legal
Job Titles
1 1,130 (46.24%) DevOps Engineer
2 308 (12.60%) AWS Engineer
3 290 (11.87%) Senior DevOps
4 278 (11.37%) AWS DevOps
5 261 (10.68%) Developer
6 227 (9.29%) Senior DevOps Engineer
7 199 (8.14%) AWS DevOps Engineer
8 182 (7.45%) Cloud Engineer
9 155 (6.34%) Consultant
10 152 (6.22%) Architect
11 147 (6.01%) Linux Engineer
12 146 (5.97%) Platform Engineer
13 141 (5.77%) Lead DevOps
14 132 (5.40%) Software Engineer
15 123 (5.03%) Linux/Unix DevOps
16 117 (4.79%) DevOps Consultant
17 116 (4.75%) Infrastructure Engineer
18 107 (4.38%) Lead DevOps Engineer
19 92 (3.76%) Java Developer
20 82 (3.36%) Java Engineer
Libraries, Frameworks & Software Standards
1 317 (12.97%) Web Services
2 268 (10.97%) Elastic Stack
3 238 (9.74%) Node.js
4 205 (8.39%) Kafka
5 173 (7.08%) .NET
6 134 (5.48%) Spring
7 124 (5.07%) React
8 113 (4.62%) AngularJS
9 100 (4.09%) RabbitMQ
10 92 (3.76%) RESTful
11 91 (3.72%) Spring Boot
12 78 (3.19%) REST
13 76 (3.11%) HTML
14 74 (3.03%) CSS
15 72 (2.95%) ASP.NET
16 66 (2.70%) J2EE
17 53 (2.17%) Akka
18 52 (2.13%) Play Framework
19 50 (2.05%) LDAP
20 47 (1.92%) .NET Core
Miscellaneous
1 157 (6.42%) Fintech
2 151 (6.18%) Public Cloud
3 110 (4.50%) Linux Command Line
4 105 (4.30%) Greenfield Project
5 94 (3.85%) Hybrid Cloud
6 77 (3.15%) Data Centre
7 67 (2.74%) Analytical Skills
8 60 (2.45%) Cloud Native
8 60 (2.45%) Mobile App
9 59 (2.41%) Self-Motivation
10 47 (1.92%) User Experience
11 44 (1.80%) Algorithms
11 44 (1.80%) Distributed Denial-of-Service
11 44 (1.80%) Internet of Things
12 43 (1.76%) Enterprise Software
13 39 (1.60%) Private Cloud
14 35 (1.43%) Blog
14 35 (1.43%) Replication
15 28 (1.15%) Clustering
16 26 (1.06%) PlayStation
Operating Systems
1 1,223 (50.04%) Linux
2 424 (17.35%) Windows
3 233 (9.53%) CentOS
4 181 (7.41%) Unix
5 151 (6.18%) Ubuntu
6 147 (6.01%) Red Hat Enterprise Linux
7 125 (5.11%) Windows Server
8 55 (2.25%) Debian
9 32 (1.31%) Apple iOS
10 28 (1.15%) Mesosphere
10 28 (1.15%) Windows Server 2008
11 27 (1.10%) Android
12 25 (1.02%) DC/OS
13 24 (0.98%) VMS
14 16 (0.65%) Solaris
15 12 (0.49%) FreeBSD
16 11 (0.45%) Windows Server 2012
17 10 (0.41%) Fedora
18 9 (0.37%) CoreOS
19 8 (0.33%) Amazon Linux
Processes & Methodologies
1 1,897 (77.62%) DevOps
2 1,088 (44.52%) Agile Software Development
3 638 (26.10%) Configuration Management
4 564 (23.08%) Continuous Integration
5 486 (19.89%) Microservices
6 421 (17.23%) Software Engineering
7 403 (16.49%) Open Source
8 295 (12.07%) Continuous Delivery
9 274 (11.21%) Test Automation
10 256 (10.47%) Scrum
11 252 (10.31%) TDD
12 227 (9.29%) Infrastructure Engineering
13 190 (7.77%) Mentoring
14 168 (6.87%) Migration
15 165 (6.75%) Continuous Deployment
16 163 (6.67%) Load Balancing
17 156 (6.38%) High Availability
18 155 (6.34%) Analytics
19 148 (6.06%) Deployment Automation
20 144 (5.89%) Problem-Solving
Programming Languages
1 1,168 (47.79%) Python
2 727 (29.75%) Java
3 485 (19.84%) Bash Shell
4 459 (18.78%) Ruby
5 424 (17.35%) SQL
6 341 (13.95%) Go
7 336 (13.75%) PowerShell
8 289 (11.82%) JavaScript
9 181 (7.41%) C#
10 179 (7.32%) PHP
11 176 (7.20%) Perl
12 151 (6.18%) Scala
13 94 (3.85%) Shell Script
14 90 (3.68%) TypeScript
15 69 (2.82%) C++
16 62 (2.54%) Java 8
17 42 (1.72%) C
17 42 (1.72%) PL/SQL
18 37 (1.51%) Groovy
19 36 (1.47%) T-SQL
Qualifications
1 170 (6.96%) Degree
2 94 (3.85%) AWS Certification
3 71 (2.91%) Security Cleared
4 58 (2.37%) Computer Science Degree
5 51 (2.09%) SC Cleared
6 43 (1.76%) ITIL Certification
7 42 (1.72%) RHCSA
8 39 (1.60%) RHCE
9 19 (0.78%) Microsoft Certification
10 18 (0.74%) MCSE
11 17 (0.70%) DV Cleared
12 14 (0.57%) BPSS Clearance
13 13 (0.53%) PhD
13 13 (0.53%) Postgraduate
14 12 (0.49%) VMware Certified Professional (VCP)
15 10 (0.41%) Numerate Degree
16 9 (0.37%) ISEB
17 7 (0.29%) Cisco Certification
18 6 (0.25%) MCSA
19 4 (0.16%) CCNA
Quality Assurance & Compliance
1 146 (5.97%) QA
2 24 (0.98%) GDPR
3 16 (0.65%) PCI DSS
4 14 (0.57%) ISO/IEC 20000
5 12 (0.49%) Data Quality
5 12 (0.49%) SLA
6 6 (0.25%) ISO/IEC 27001
7 5 (0.20%) Sarbanes-Oxley
8 2 (0.082%) FedRAMP
8 2 (0.082%) FISMA
8 2 (0.082%) HIPAA
9 1 (0.041%) COBIT
9 1 (0.041%) SEPA
System Software
1 1,470 (60.15%) Docker
2 124 (5.07%) VMware Infrastructure
3 123 (5.03%) Active Directory
4 62 (2.54%) Hyper-V
5 55 (2.25%) VirtualBox
6 45 (1.84%) Virtual Machines
7 29 (1.19%) vSphere
8 28 (1.15%) oVirt
8 28 (1.15%) RHEV
9 21 (0.86%) KVM
10 20 (0.82%) Xen
11 17 (0.70%) pfSense
12 16 (0.65%) VMware ESXi
13 14 (0.57%) NFS
14 13 (0.53%) Apache ZooKeeper
14 13 (0.53%) Samba
15 7 (0.29%) etcd
15 7 (0.29%) iptables
15 7 (0.29%) VMware NSX
16 6 (0.25%) Virtual Servers
Systems Management
1 1,340 (54.83%) Ansible
2 1,179 (48.24%) Kubernetes
3 1,037 (42.43%) Puppet
4 792 (32.41%) Opscode Chef
5 289 (11.82%) Packer
6 211 (8.63%) Prometheus
7 204 (8.35%) Consul
8 171 (7.00%) Docker Swarm
9 144 (5.89%) Grafana
10 131 (5.36%) Salt
11 110 (4.50%) ZABBIX
12 97 (3.97%) Graphite
13 86 (3.52%) Nagios
14 62 (2.54%) Rancher
15 57 (2.33%) Mesos
16 56 (2.29%) Opsview
17 54 (2.21%) Kibana
18 32 (1.31%) HAProxy
19 28 (1.15%) Rundeck
20 26 (1.06%) Automic
Vendors
1 302 (12.36%) Google
2 276 (11.29%) Microsoft
3 219 (8.96%) Red Hat
4 180 (7.36%) VMware
5 157 (6.42%) Oracle
6 127 (5.20%) Splunk
7 79 (3.23%) Atlassian
8 70 (2.86%) SaltStack
9 62 (2.54%) New Relic
10 54 (2.21%) Citrix
11 50 (2.05%) Cisco
12 32 (1.31%) Databricks
13 28 (1.15%) WorldPay
14 27 (1.10%) Delphix
14 27 (1.10%) Rackspace
14 27 (1.10%) RedGate
14 27 (1.10%) SAP
14 27 (1.10%) ServiceNow
15 26 (1.06%) Tableau
16 25 (1.02%) Adobe