Period
to 30 July 2021

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 30 July 2021 with a comparison to the same period in the previous 2 years.

Terraform
Central London > City of London
6 months to
30 Jul 2021
Same period 2020 Same period 2019
Rank 22 42 61
Rank change year-on-year +20 +19 +120
Permanent jobs citing Terraform 558 301 466
As % of all permanent jobs advertised in the City of London 9.90% 5.68% 4.55%
As % of the Systems Management category 45.70% 31.52% 29.64%
Number of salaries quoted 519 286 432
10th Percentile £56,250 £56,250 £52,500
25th Percentile £66,250 £63,750 £62,500
Median annual salary (50th Percentile) £85,000 £80,000 £75,000
Median % change year-on-year +6.25% +6.67% +7.14%
75th Percentile £95,000 £92,500 £90,000
90th Percentile £99,000 £110,000 £107,375
Central London median annual salary £85,000 £80,000 £75,000
% change year-on-year +6.25% +6.67% +7.14%

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 the City of London with a requirement for systems management skills.

All Systems Management Skills
City of London
Permanent vacancies with a requirement for systems management skills 1,221 955 1,572
As % of all permanent IT jobs advertised in the City of London 21.66% 18.03% 15.36%
Number of salaries quoted 1,101 876 1,426
10th Percentile £52,500 £47,500 £43,750
25th Percentile £61,250 £57,500 £55,000
Median annual salary (50th Percentile) £80,000 £72,500 £72,500
Median % change year-on-year +10.34% - +11.54%
75th Percentile £95,000 £87,500 £87,500
90th Percentile £110,000 £105,000 £105,000
Central London median annual salary £77,500 £73,000 £70,000
% change year-on-year +6.16% +4.29% +7.69%

Terraform
Job Vacancy Trend in the City of London

Job postings citing Terraform as a proportion of all IT jobs advertised in the City of London.

Job vacancy trend for Terraform in the City of London

Terraform
Salary Trend in the City of London

3-month moving average salary quoted in jobs citing Terraform in the City of London.

Salary trend for Terraform in the City of London

Terraform
Salary Histogram in the City of London

Salary distribution for jobs citing Terraform in the City of London over the 6 months to 30 July 2021.

Salary histogram for Terraform in the City of London

Terraform
Job Locations in the City of London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Terraform within the City of London region over the 6 months to 30 July 2021. 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 Bridge +4 1 £80,000 -27.27%
Terraform
Central London

For the 6 months to 30 July 2021, 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 City of London region with a requirement for Terraform.

1 445 (79.75%) DevOps
2 352 (63.08%) Docker
3 334 (59.86%) AWS
4 330 (59.14%) Kubernetes
5 295 (52.87%) Infrastructure as Code
6 222 (39.78%) Azure
7 220 (39.43%) Ansible
8 205 (36.74%) Jenkins
9 195 (34.95%) Python
10 172 (30.82%) Agile Software Development
11 145 (25.99%) Linux
12 123 (22.04%) GCP
13 120 (21.51%) PowerShell
14 105 (18.82%) Fintech
15 93 (16.67%) Java
16 89 (15.95%) SQL
16 89 (15.95%) Opscode Chef
17 87 (15.59%) PaaS
17 87 (15.59%) Software Engineering
18 85 (15.23%) Continuous Integration
19 84 (15.05%) OO
19 84 (15.05%) Microservices
19 84 (15.05%) Puppet
20 82 (14.70%) JavaScript
20 82 (14.70%) Social Skills
21 81 (14.52%) Bash Shell
22 80 (14.34%) C#
23 77 (13.80%) Serverless
24 76 (13.62%) SQL Server
25 74 (13.26%) SOA

Terraform
Co-occurring IT Skills in the City of 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 49 (8.78%) SharePoint
2 12 (2.15%) Apache Spark
3 9 (1.61%) Elasticsearch
4 7 (1.25%) nginx
5 6 (1.08%) Adobe Experience Manager
6 3 (0.54%) Apache Airflow
6 3 (0.54%) WebSphere
7 2 (0.36%) Apache
7 2 (0.36%) Confluence
7 2 (0.36%) OpenStack
8 1 (0.18%) Cloud Foundry
8 1 (0.18%) IIS
Business Applications
1 41 (7.35%) Dynamics CRM
2 4 (0.72%) Sparx Enterprise Architect
3 1 (0.18%) Distributed Ledger
Cloud Services
1 334 (59.86%) AWS
2 222 (39.78%) Azure
3 123 (22.04%) GCP
4 87 (15.59%) PaaS
5 77 (13.80%) Serverless
6 53 (9.50%) Azure Key Vault
7 49 (8.78%) IaaS
8 47 (8.42%) Azure Active Directory
9 45 (8.06%) Azure Service Bus
10 43 (7.71%) Azure App Service
10 43 (7.71%) Azure Storage
11 41 (7.35%) Azure Service Fabric
12 33 (5.91%) Amazon ECS
13 32 (5.73%) AWS CloudFormation
14 27 (4.84%) Amazon EC2
15 25 (4.48%) AWS Lambda
16 24 (4.30%) SaaS
17 18 (3.23%) GitHub
18 16 (2.87%) Amazon S3
18 16 (2.87%) Virtual Private Cloud
Communications & Networking
1 17 (3.05%) Firewall
2 15 (2.69%) Network Security
3 7 (1.25%) Cisco Firepower
3 7 (1.25%) Cisco ISE
3 7 (1.25%) Ethernet
3 7 (1.25%) LAN
3 7 (1.25%) SD-WAN
3 7 (1.25%) TCP/IP
3 7 (1.25%) WAN
4 5 (0.90%) DNS
5 2 (0.36%) VPN
6 1 (0.18%) Broadband
6 1 (0.18%) FTP
6 1 (0.18%) HTTP
6 1 (0.18%) IPsec
6 1 (0.18%) iSCSI
6 1 (0.18%) SMTP
6 1 (0.18%) SSH
6 1 (0.18%) SSL
6 1 (0.18%) X.509
Database & Business Intelligence
1 76 (13.62%) SQL Server
2 34 (6.09%) Big Data
3 18 (3.23%) PostgreSQL
4 17 (3.05%) Azure SQL Database
5 15 (2.69%) MongoDB
6 9 (1.61%) Amazon DynamoDB
6 9 (1.61%) Amazon RDS
6 9 (1.61%) InfluxDB
6 9 (1.61%) Power BI
6 9 (1.61%) Relational Database
7 8 (1.43%) Blockchain
7 8 (1.43%) RDBMS
7 8 (1.43%) SQL Server 2012
7 8 (1.43%) SQL Server Analysis Services
7 8 (1.43%) SQL Server Integration Services
7 8 (1.43%) SQL Server Reporting Services
8 7 (1.25%) Hadoop
8 7 (1.25%) NoSQL
9 5 (0.90%) Amazon Redshift
9 5 (0.90%) Data Lake
Development Applications
1 205 (36.74%) Jenkins
2 53 (9.50%) CircleCI
3 50 (8.96%) Git (software)
4 48 (8.60%) Team Foundation Server
4 48 (8.60%) Visual Studio Team System
5 30 (5.38%) GitLab
6 28 (5.02%) TeamCity
7 23 (4.12%) Octopus Deploy
8 21 (3.76%) JIRA
9 18 (3.23%) Atlassian Bamboo
9 18 (3.23%) Travis CI
10 10 (1.79%) Artifactory
11 8 (1.43%) Bitbucket
12 5 (0.90%) Cypress.io
13 4 (0.72%) Sonatype Nexus
13 4 (0.72%) Terragrunt
14 2 (0.36%) Jasmine
14 2 (0.36%) Moq
14 2 (0.36%) MSTest
14 2 (0.36%) Selenium
General
1 82 (14.70%) Social Skills
2 62 (11.11%) Finance
3 40 (7.17%) Analytical Skills
4 31 (5.56%) Banking
5 26 (4.66%) Retail
6 11 (1.97%) Games
6 11 (1.97%) Telecoms
7 7 (1.25%) Online Betting
7 7 (1.25%) Public Sector
7 7 (1.25%) Retail Banking
8 5 (0.90%) Publishing
9 3 (0.54%) Advertising
9 3 (0.54%) Documentation Skills
9 3 (0.54%) Law
9 3 (0.54%) Legal
9 3 (0.54%) Wholesale Banking
10 2 (0.36%) Financial Institution
10 2 (0.36%) International Banking
10 2 (0.36%) Manufacturing
11 1 (0.18%) Back Office
Job Titles
1 256 (45.88%) DevOps Engineer
2 95 (17.03%) Senior DevOps
3 84 (15.05%) Developer
4 82 (14.70%) AWS Engineer
5 80 (14.34%) Senior DevOps Engineer
6 62 (11.11%) Kubernetes Engineer
7 59 (10.57%) AWS DevOps
8 58 (10.39%) AWS DevOps Engineer
8 58 (10.39%) Cloud Engineer
9 51 (9.14%) DevOps Engineer - Fintech
10 50 (8.96%) Senior Developer
11 47 (8.42%) Azure Developer
11 47 (8.42%) Azure Engineer
12 44 (7.89%) Platform Engineer
13 42 (7.53%) C# Developer
14 37 (6.63%) Lead DevOps
15 32 (5.73%) Lead DevOps Engineer
16 31 (5.56%) Senior C# Developer
17 28 (5.02%) Java Engineer
18 26 (4.66%) Security Engineer
Libraries, Frameworks & Software Standards
1 74 (13.26%) React
2 71 (12.72%) .NET
3 68 (12.19%) Web Services
4 58 (10.39%) .NET Core
5 54 (9.68%) CSS
6 52 (9.32%) ASP.NET Web API
6 52 (9.32%) Entity Framework
6 52 (9.32%) jQuery
6 52 (9.32%) Twitter Bootstrap
7 43 (7.71%) .NET Framework
8 23 (4.12%) Kafka
9 18 (3.23%) Elastic Stack
9 18 (3.23%) GraphQL
10 16 (2.87%) JSON
11 14 (2.51%) Next.js
12 8 (1.43%) Node.js
13 7 (1.25%) RabbitMQ
14 6 (1.08%) YAML
15 5 (0.90%) Middleware
16 4 (0.72%) ASP.NET
Miscellaneous
1 52 (9.32%) N-Tier
2 47 (8.42%) Greenfield Project
3 18 (3.23%) Public Cloud
4 15 (2.69%) Reinsurance
5 14 (2.51%) Data Centre
6 10 (1.79%) Hybrid Cloud
7 8 (1.43%) Clustering
7 8 (1.43%) Social Media
8 7 (1.25%) Management Information System
9 5 (0.90%) Cloud Native
9 5 (0.90%) Self-Motivation
9 5 (0.90%) Tandem
10 4 (0.72%) Data Structures
10 4 (0.72%) Hedge funds
10 4 (0.72%) Legacy Code
10 4 (0.72%) Video on Demand
11 3 (0.54%) Linux Command Line
11 3 (0.54%) User Experience
12 2 (0.36%) Biotechnology
13 1 (0.18%) Blog
Operating Systems
1 145 (25.99%) Linux
2 55 (9.86%) Windows
3 22 (3.94%) Ubuntu
4 21 (3.76%) Unix
5 20 (3.58%) Windows Server
6 15 (2.69%) CentOS
7 14 (2.51%) Red Hat Enterprise Linux
8 10 (1.79%) Data ONTAP
9 6 (1.08%) CoreOS
10 4 (0.72%) Android
10 4 (0.72%) Apple iOS
11 2 (0.36%) Solaris
11 2 (0.36%) SUSE
11 2 (0.36%) Windows Server 2012
12 1 (0.18%) Mac OS
Processes & Methodologies
1 445 (79.75%) DevOps
2 295 (52.87%) Infrastructure as Code
3 172 (30.82%) Agile Software Development
4 105 (18.82%) Fintech
5 87 (15.59%) Software Engineering
6 85 (15.23%) Continuous Integration
7 84 (15.05%) Microservices
7 84 (15.05%) OO
8 74 (13.26%) SOA
9 73 (13.08%) Site Reliability Engineering
10 66 (11.83%) Deployment Automation
11 65 (11.65%) Test Automation
12 54 (9.68%) Mentoring
13 53 (9.50%) MVC
14 52 (9.32%) SOLID
14 52 (9.32%) UML
15 51 (9.14%) Migration
16 46 (8.24%) Don't repeat yourself (DRY)
17 45 (8.06%) Configuration Management
18 41 (7.35%) CRM
Programming Languages
1 195 (34.95%) Python
2 120 (21.51%) PowerShell
3 93 (16.67%) Java
4 89 (15.95%) SQL
5 82 (14.70%) JavaScript
6 81 (14.52%) Bash Shell
7 80 (14.34%) C#
8 56 (10.04%) T-SQL
9 54 (9.68%) Go
10 10 (1.79%) Shell Script
11 9 (1.61%) C++
11 9 (1.61%) Scala
12 8 (1.43%) Ruby
13 7 (1.25%) TypeScript
14 5 (0.90%) Java 8
14 5 (0.90%) Kotlin
14 5 (0.90%) Rust
15 3 (0.54%) Perl
16 2 (0.36%) C
16 2 (0.36%) PHP
Qualifications
1 47 (8.42%) Degree
2 18 (3.23%) AWS Certification
2 18 (3.23%) Computer Science Degree
3 16 (2.87%) SC Cleared
3 16 (2.87%) Security Cleared
4 5 (0.90%) Cisco Certification
5 3 (0.54%) CCNA
6 1 (0.18%) RHCE
6 1 (0.18%) RHCSA
Quality Assurance & Compliance
1 10 (1.79%) QA
1 10 (1.79%) SLA
2 4 (0.72%) GDPR
3 3 (0.54%) Data Quality
3 3 (0.54%) ISO/IEC 27001
3 3 (0.54%) PCI DSS
4 2 (0.36%) NIST
4 2 (0.36%) Sarbanes-Oxley
5 1 (0.18%) Cyber Essentials
5 1 (0.18%) HMG Security Policy Framework
System Software
1 352 (63.08%) Docker
2 27 (4.84%) VMware Infrastructure
3 13 (2.33%) Active Directory
4 7 (1.25%) VMware NSX
5 2 (0.36%) Virtual Machines
5 2 (0.36%) Xen
6 1 (0.18%) VirtualBox
Systems Management
1 330 (59.14%) Kubernetes
2 220 (39.43%) Ansible
3 89 (15.95%) Opscode Chef
4 84 (15.05%) Puppet
5 46 (8.24%) Prometheus
6 31 (5.56%) Grafana
7 11 (1.97%) Packer
8 8 (1.43%) Rancher
9 7 (1.25%) FortiGate
10 6 (1.08%) Istio
11 5 (0.90%) Consul
11 5 (0.90%) Docker Swarm
11 5 (0.90%) Nagios
12 4 (0.72%) Salt
13 2 (0.36%) Control-M
13 2 (0.36%) Mesos
13 2 (0.36%) Microsoft Intune
14 1 (0.18%) NetBackup
14 1 (0.18%) SCCM
14 1 (0.18%) SCOM
Vendors
1 44 (7.89%) Microsoft
2 42 (7.53%) Nintex
3 37 (6.63%) VMware
4 27 (4.84%) Google
5 13 (2.33%) Splunk
6 12 (2.15%) Cisco
7 11 (1.97%) NetApp
7 11 (1.97%) Palo Alto
8 10 (1.79%) LogicMonitor
8 10 (1.79%) ServiceNow
9 8 (1.43%) Red Hat
10 7 (1.25%) CA
10 7 (1.25%) Fortinet
10 7 (1.25%) SolarWinds
11 6 (1.08%) Adobe
11 6 (1.08%) AppDynamics
11 6 (1.08%) Oracle
12 5 (0.90%) Atlassian
13 4 (0.72%) IBM
13 4 (0.72%) Sparx