Period
to 8 December 2019

The following table provides summary statistics for permanent job vacancies advertised in Central London 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 8 December 2019 with a comparison to the same period in the previous 2 years.

Terraform
London > Central London
6 months to
8 Dec 2019
Same period 2018 Same period 2017
Rank 58 161 236
Rank change year-on-year +103 +75 +127
Permanent jobs citing Terraform 536 281 162
As % of all permanent IT jobs advertised in Central London 4.34% 2.08% 1.14%
As % of the Systems Management category 30.13% 16.55% 11.33%
Number of salaries quoted 474 260 141
Central London median annual salary £80,000 £75,500 £75,000
Median salary % change year-on-year +5.96% +0.67% +17.65%
10th Percentile £52,500 £52,500 £55,000
90th Percentile £97,500 £95,000 £97,500
London median annual salary £80,000 £72,500 £70,000
% change year-on-year +10.34% +3.57% +7.69%

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 Central London with a requirement for systems management skills.

All Systems Management Skills
Central London
Permanent vacancies with a requirement for systems management skills 1,779 1,698 1,430
As % of all permanent IT jobs advertised in Central London 14.39% 12.54% 10.03%
Number of salaries quoted 1,557 1,567 1,282
Central London median annual salary £72,500 £67,500 £60,000
Median salary % change year-on-year +7.41% +12.50% -
10th Percentile £41,250 £39,300 £37,050
90th Percentile £105,000 £95,000 £97,500
London median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% +4.17%

Terraform
Job Vacancy Trend in Central London

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

Job vacancy trend for Terraform in Central London

Terraform
Salary Trend in Central London

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

Salary trend for Terraform in Central London

Terraform
Salary Histogram in Central London

The salary distribution of IT jobs citing Terraform in Central London over the 6 months to 8 December 2019.

Salary histogram for Terraform in Central London

Terraform
Job Locations in Central London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Terraform within the Central London region over the 6 months to 8 December 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
City of London +86 443 £80,000 - 110
West End of London -4 7 £85,000 +30.77%
Camden - 6 £52,500 -
City of Westminster +2 4 £60,000 -7.69%
Southwark -11 2 - -
Terraform
London

For the 6 months to 8 December 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 Central London region with a requirement for Terraform.

1 376 (70.15%) DevOps
2 366 (68.28%) AWS
3 265 (49.44%) Docker
4 261 (48.69%) Python
5 253 (47.20%) Kubernetes
6 237 (44.22%) Ansible
7 205 (38.25%) Azure
8 184 (34.33%) Infrastructure as Code
9 154 (28.73%) Linux
10 150 (27.99%) Agile Software Development
11 128 (23.88%) Puppet
12 118 (22.01%) Jenkins
13 114 (21.27%) Bash Shell
14 113 (21.08%) Java
15 107 (19.96%) SQL
16 106 (19.78%) GCP
17 103 (19.22%) Windows
18 97 (18.10%) PowerShell
19 87 (16.23%) AWS CloudFormation
20 79 (14.74%) Configuration Management
21 77 (14.37%) Finance
22 75 (13.99%) Fintech
23 73 (13.62%) Opscode Chef
24 71 (13.25%) Microsoft
25 69 (12.87%) Microservices
26 68 (12.69%) Google
27 65 (12.13%) JavaScript
28 63 (11.75%) Git (software)
29 62 (11.57%) Software Engineering
30 61 (11.38%) VMware

Terraform
Co-occurring IT Skills in Central 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 36 (6.72%) Apache Spark
2 28 (5.22%) IIS
3 23 (4.29%) Apache
4 20 (3.73%) Tomcat
5 17 (3.17%) Elasticsearch
6 13 (2.43%) nginx
6 13 (2.43%) OpenStack
7 9 (1.68%) Confluence
8 8 (1.49%) Cloud Foundry
9 6 (1.12%) SAS
10 4 (0.75%) WebSphere
11 3 (0.56%) Apache Airflow
11 3 (0.56%) Skype for Business
12 2 (0.37%) JBoss
12 2 (0.37%) Luigi
12 2 (0.37%) SharePoint
12 2 (0.37%) WebSphere Application Server
13 1 (0.19%) Ethereum
13 1 (0.19%) WebLogic
13 1 (0.19%) WildFly
Applications
1 2 (0.37%) Microsoft Excel
1 2 (0.37%) Microsoft Office
Business Applications
1 1 (0.19%) Payment Gateway
Cloud Services
1 366 (68.28%) AWS
2 205 (38.25%) Azure
3 106 (19.78%) GCP
4 87 (16.23%) AWS CloudFormation
5 51 (9.51%) Serverless
6 37 (6.90%) AWS Lambda
6 37 (6.90%) PaaS
7 36 (6.72%) IaaS
8 25 (4.66%) Amazon S3
9 23 (4.29%) Amazon EC2
10 20 (3.73%) GitHub
10 20 (3.73%) SaaS
11 19 (3.54%) Virtual Private Cloud
12 17 (3.17%) Datadog
13 14 (2.61%) Amazon ECS
14 10 (1.87%) Amazon ELB
14 10 (1.87%) Route 53
15 8 (1.49%) Azure Active Directory
15 8 (1.49%) Office 365
15 8 (1.49%) OpenShift
Communications & Networking
1 39 (7.28%) TCP/IP
2 30 (5.60%) DNS
3 23 (4.29%) Firewall
4 22 (4.10%) BGP
5 11 (2.05%) Internet
6 7 (1.31%) VPN
7 6 (1.12%) Network Security
8 5 (0.93%) DHCP
8 5 (0.93%) HTTP
9 4 (0.75%) Skype
10 3 (0.56%) SAN
10 3 (0.56%) SSL
10 3 (0.56%) Unified Communications
10 3 (0.56%) WAN
11 2 (0.37%) Software-Defined Networking
12 1 (0.19%) AMQP
12 1 (0.19%) HTTPS
12 1 (0.19%) VSAN
Database & Business Intelligence
1 55 (10.26%) Big Data
2 38 (7.09%) PostgreSQL
3 29 (5.41%) Hadoop
4 25 (4.66%) Azure SQL Database
5 23 (4.29%) MySQL
5 23 (4.29%) SQL Server
6 15 (2.80%) Amazon RDS
7 13 (2.43%) NoSQL
8 12 (2.24%) Amazon DynamoDB
9 8 (1.49%) Amazon Athena
9 8 (1.49%) Blockchain
9 8 (1.49%) Data Warehouse
9 8 (1.49%) Redis
10 6 (1.12%) Amazon Aurora
10 6 (1.12%) Amazon Redshift
10 6 (1.12%) Microsoft Analysis Services
10 6 (1.12%) Pentaho
10 6 (1.12%) Power BI
10 6 (1.12%) SAP HANA
10 6 (1.12%) SQL Server Analysis Services
Development Applications
1 118 (22.01%) Jenkins
2 63 (11.75%) Git (software)
3 27 (5.04%) TeamCity
4 26 (4.85%) Atlassian Bamboo
5 20 (3.73%) GitLab
6 18 (3.36%) Bitbucket
6 18 (3.36%) Octopus Deploy
7 15 (2.80%) JIRA
7 15 (2.80%) Maven
8 11 (2.05%) CircleCI
9 10 (1.87%) Artifactory
10 7 (1.31%) CF BOSH
10 7 (1.31%) GoCD
10 7 (1.31%) Subversion
10 7 (1.31%) Team Foundation Server
10 7 (1.31%) Vagrant
11 5 (0.93%) Gradle
11 5 (0.93%) JUnit
11 5 (0.93%) Travis CI
12 4 (0.75%) DbUnit
General
1 77 (14.37%) Finance
2 43 (8.02%) Retail
3 22 (4.10%) Banking
4 17 (3.17%) Law
5 14 (2.61%) Marketing
5 14 (2.61%) Telecoms
6 13 (2.43%) Advertising
7 10 (1.87%) Public Sector
8 5 (0.93%) Manufacturing
8 5 (0.93%) Publishing
9 4 (0.75%) Games
10 3 (0.56%) Electronics
11 2 (0.37%) Back Office
11 2 (0.37%) Front Office
11 2 (0.37%) Investment Banking
11 2 (0.37%) Retail Banking
12 1 (0.19%) Financial Institution
12 1 (0.19%) Legal
12 1 (0.19%) Music Industry
Job Titles
1 231 (43.10%) DevOps Engineer
2 126 (23.51%) AWS Engineer
3 84 (15.67%) AWS DevOps
4 72 (13.43%) AWS DevOps Engineer
5 64 (11.94%) Senior DevOps
6 62 (11.57%) Cloud Engineer
7 58 (10.82%) Senior DevOps Engineer
8 51 (9.51%) Python Engineer
9 49 (9.14%) Developer
10 41 (7.65%) Kubernetes Engineer
11 36 (6.72%) Data Engineer
12 32 (5.97%) Azure Engineer
12 32 (5.97%) Linux Engineer
13 31 (5.78%) Architect
14 28 (5.22%) Infrastructure Engineer
14 28 (5.22%) Senior Developer
15 26 (4.85%) Azure DevOps
16 25 (4.66%) Scala Developer
17 22 (4.10%) Azure DevOps Engineer
17 22 (4.10%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 47 (8.77%) .NET
2 40 (7.46%) React
3 34 (6.34%) Node.js
4 31 (5.78%) Kafka
5 25 (4.66%) CSS
6 23 (4.29%) scikit-learn
6 23 (4.29%) TensorFlow
7 21 (3.92%) GraphQL
7 21 (3.92%) jQuery
7 21 (3.92%) RabbitMQ
8 20 (3.73%) Pandas
9 19 (3.54%) Keras
10 18 (3.36%) .NET Framework
10 18 (3.36%) ASP.NET Web API
10 18 (3.36%) Entity Framework
10 18 (3.36%) Twitter Bootstrap
11 17 (3.17%) Web Services
12 14 (2.61%) .NET Core
13 13 (2.43%) Elastic Stack
13 13 (2.43%) REST
Miscellaneous
1 45 (8.40%) Greenfield Project
2 34 (6.34%) Algorithms
3 33 (6.16%) Analytical Skills
4 31 (5.78%) Data Centre
4 31 (5.78%) Linux Command Line
5 23 (4.29%) Public Cloud
6 21 (3.92%) Data Structures
7 20 (3.73%) Renewable Energy
8 17 (3.17%) N-Tier
9 12 (2.24%) Management Information System
10 11 (2.05%) Video\Live Streaming
11 10 (1.87%) Self-Motivation
12 8 (1.49%) Replication
12 8 (1.49%) User Experience
13 7 (1.31%) Hybrid Cloud
13 7 (1.31%) Mobile App
13 7 (1.31%) Private Cloud
13 7 (1.31%) Social Media
14 6 (1.12%) Enterprise Software
15 5 (0.93%) Fixed Income
Operating Systems
1 154 (28.73%) Linux
2 103 (19.22%) Windows
3 41 (7.65%) Windows Server
4 34 (6.34%) Unix
5 9 (1.68%) Red Hat Enterprise Linux
6 8 (1.49%) CentOS
7 5 (0.93%) Ubuntu
8 4 (0.75%) Android
8 4 (0.75%) Apple iOS
9 3 (0.56%) Windows Server 2012
10 2 (0.37%) Data ONTAP
10 2 (0.37%) Windows Server 2008
11 1 (0.19%) Solaris
11 1 (0.19%) VyOS
Processes & Methodologies
1 376 (70.15%) DevOps
2 184 (34.33%) Infrastructure as Code
3 150 (27.99%) Agile Software Development
4 79 (14.74%) Configuration Management
5 75 (13.99%) Fintech
6 69 (12.87%) Microservices
7 62 (11.57%) Software Engineering
8 60 (11.19%) Machine Learning
9 58 (10.82%) Data Science
10 57 (10.63%) Problem-Solving
11 54 (10.07%) Computer Science
12 52 (9.70%) Continuous Integration
13 49 (9.14%) Artificial Intelligence
14 46 (8.58%) Test Automation
15 43 (8.02%) Migration
16 39 (7.28%) Site Reliability Engineering
17 35 (6.53%) Analytics
18 34 (6.34%) Deployment Automation
19 32 (5.97%) Infrastructure Engineering
20 31 (5.78%) Continuous Delivery
Programming Languages
1 261 (48.69%) Python
2 114 (21.27%) Bash Shell
3 113 (21.08%) Java
4 107 (19.96%) SQL
5 97 (18.10%) PowerShell
6 65 (12.13%) JavaScript
7 58 (10.82%) Scala
8 39 (7.28%) Ruby
9 35 (6.53%) C#
10 30 (5.60%) Go
10 30 (5.60%) Shell Script
11 29 (5.41%) TypeScript
12 26 (4.85%) PHP
13 23 (4.29%) C++
14 19 (3.54%) Perl
15 7 (1.31%) Java 8
16 6 (1.12%) Kotlin
16 6 (1.12%) PL/SQL
17 4 (0.75%) C
18 3 (0.56%) R
Qualifications
1 52 (9.70%) Degree
2 30 (5.60%) Computer Science Degree
3 21 (3.92%) Master's Degree
4 20 (3.73%) PhD
5 9 (1.68%) AWS Certification
6 4 (0.75%) Microsoft Certification
7 3 (0.56%) Six Sigma Black Belt
8 2 (0.37%) RHCE
8 2 (0.37%) RHCSA
8 2 (0.37%) Security Cleared
9 1 (0.19%) PRINCE2 Certification
9 1 (0.19%) SC Cleared
Quality Assurance & Compliance
1 8 (1.49%) PCI DSS
2 5 (0.93%) QA
3 3 (0.56%) GDPR
4 2 (0.37%) ISO/IEC 27001
4 2 (0.37%) NIST
5 1 (0.19%) SLA
System Software
1 265 (49.44%) Docker
2 44 (8.21%) VMware Infrastructure
3 32 (5.97%) Hyper-V
4 25 (4.66%) Active Directory
5 24 (4.48%) VirtualBox
6 12 (2.24%) vSphere
7 10 (1.87%) VMware Workstation
8 7 (1.31%) XenApp
9 6 (1.12%) Xen
10 3 (0.56%) VMware ESXi
11 2 (0.37%) Ceph
11 2 (0.37%) Gluster
11 2 (0.37%) KVM
11 2 (0.37%) VMware NSX
12 1 (0.19%) Apache ZooKeeper
12 1 (0.19%) Postfix
12 1 (0.19%) Virtual Machines
12 1 (0.19%) XenDesktop
Systems Management
1 253 (47.20%) Kubernetes
2 237 (44.22%) Ansible
3 128 (23.88%) Puppet
4 73 (13.62%) Opscode Chef
5 32 (5.97%) Packer
6 20 (3.73%) Consul
7 14 (2.61%) Grafana
8 12 (2.24%) Nagios
9 11 (2.05%) ZABBIX
10 10 (1.87%) Prometheus
10 10 (1.87%) Salt
11 6 (1.12%) Docker Swarm
11 6 (1.12%) Mesos
11 6 (1.12%) Rancher
12 4 (0.75%) Marathon
13 3 (0.56%) Istio
13 3 (0.56%) Kibana
13 3 (0.56%) Red Hat Satellite
13 3 (0.56%) SCCM
13 3 (0.56%) vCenter Server
Vendors
1 71 (13.25%) Microsoft
2 68 (12.69%) Google
3 61 (11.38%) VMware
4 22 (4.10%) LogicMonitor
5 17 (3.17%) Oracle
6 16 (2.99%) Atlassian
6 16 (2.99%) Splunk
7 12 (2.24%) Red Hat
8 11 (2.05%) Dynatrace
9 9 (1.68%) Cisco
10 8 (1.49%) Cloudera
10 8 (1.49%) Veeam
11 7 (1.31%) Citrix
11 7 (1.31%) SAP
11 7 (1.31%) Sybase
12 4 (0.75%) Alteryx
12 4 (0.75%) AppDynamics
12 4 (0.75%) IBM
12 4 (0.75%) New Relic
12 4 (0.75%) SnapLogic