Period
to 4 December 2021

The following table provides summary statistics for permanent job vacancies with a requirement for Pulumi skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Pulumi over the 6 months to 4 December 2021 with a comparison to the same period in the previous 2 years.

Pulumi
UK
6 months to
4 Dec 2021
Same period 2020 Same period 2019
Rank 876 657 -
Rank change year-on-year -219 - -
Permanent jobs citing Pulumi 187 75 0
As % of all permanent jobs advertised in the UK 0.15% 0.13% -
As % of the Cloud Services category 0.34% 0.32% -
Number of salaries quoted 172 72 0
Median annual salary (50th Percentile) £60,000 £60,000 -
UK excluding London median annual salary £60,000 £60,000 -

Pulumi is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for cloud computing skills.

All Cloud Skills
UK
Permanent vacancies with a requirement for cloud computing skills 55,640 23,274 44,833
As % of all permanent IT jobs advertised in the UK 43.50% 41.47% 33.01%
Number of salaries quoted 39,212 19,904 37,031
10th Percentile £32,500 £32,500 £30,000
25th Percentile £43,000 £42,500 £38,750
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -
75th Percentile £80,000 £75,000 £75,000
90th Percentile £96,500 £90,000 £90,000
UK excluding London median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -

Pulumi
Job Vacancy Trend

Job postings citing Pulumi as a proportion of all IT jobs advertised.

Job vacancy trend for Pulumi in the UK

Pulumi
Salary Trend

3-month moving average salary quoted in jobs citing Pulumi.

Salary trend for Pulumi in the UK

Pulumi
Salary Histogram

Salary distribution for jobs citing Pulumi over the 6 months to 4 December 2021.

Salary histogram for Pulumi in the UK

Pulumi
Top 14 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Pulumi within the UK over the 6 months to 4 December 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
England -182 174 £60,000 - 28
UK excluding London -132 140 £60,000 - 21
North of England -74 106 £60,000 - 4
Yorkshire -51 70 £60,000 - 1
London -216 41 £81,250 +8.33% 10
North West -66 36 £60,000 - 2
Midlands - 22 £65,000 - 2
West Midlands - 21 £65,000 -
Work from Home -239 7 £77,500 +37.78% 8
Scotland -66 5 £70,000 - 1
South West - 5 £62,500 - 1
Wales - 2 £55,000 - 2
South East - 2 - - 4
East Midlands - 1 £65,000 - 2

For the 6 months to 4 December 2021, IT jobs citing Pulumi 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 with a requirement for Pulumi.

1 164 (87.70%) Docker
2 158 (84.49%) DevOps
3 157 (83.96%) Kubernetes
4 156 (83.42%) Terraform
5 154 (82.35%) Infrastructure as Code
6 138 (73.80%) Python
7 134 (71.66%) Agile Software Development
8 132 (70.59%) Puppet
8 132 (70.59%) Opscode Chef
9 130 (69.52%) Go
10 127 (67.91%) Configuration Management
11 123 (65.78%) Ruby
12 117 (62.57%) AWS
13 112 (59.89%) Problem-Solving
14 108 (57.75%) SaltStack
15 95 (50.80%) AWS CloudFormation
16 83 (44.39%) Linux
17 77 (41.18%) Deployment Automation
17 77 (41.18%) Azure
18 76 (40.64%) AWS Certification
19 71 (37.97%) Enterprise Cloud
19 71 (37.97%) PowerShell
19 71 (37.97%) Amazon EKS
20 59 (31.55%) SQL
21 55 (29.41%) C#
22 52 (27.81%) Jenkins
23 51 (27.27%) PostgreSQL
24 50 (26.74%) JavaScript
24 50 (26.74%) MongoDB
25 49 (26.20%) TypeScript

Pulumi
Co-occurring IT Skills 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 8 (4.28%) Elasticsearch
2 1 (0.53%) Cloud Foundry
2 1 (0.53%) CloudStack
2 1 (0.53%) Confluence
2 1 (0.53%) IIS
2 1 (0.53%) Mule
2 1 (0.53%) nginx
2 1 (0.53%) OpenStack
Applications
1 1 (0.53%) Microsoft Excel
1 1 (0.53%) Microsoft PowerPoint
1 1 (0.53%) MS Visio
Business Applications
1 1 (0.53%) Sentinel
Cloud Services
1 117 (62.57%) AWS
2 95 (50.80%) AWS CloudFormation
3 77 (41.18%) Azure
4 71 (37.97%) Amazon EKS
5 44 (23.53%) Azure Cosmos DB
6 38 (20.32%) Datadog
7 17 (9.09%) GCP
7 17 (9.09%) SaaS
8 13 (6.95%) PaaS
8 13 (6.95%) Serverless
9 10 (5.35%) AWS Lambda
9 10 (5.35%) GitHub
10 9 (4.81%) Amazon ECS
10 9 (4.81%) Amazon S3
11 8 (4.28%) Azure Active Directory
12 7 (3.74%) Amazon EC2
13 6 (3.21%) Azure Sentinel
13 6 (3.21%) Virtual Private Cloud
14 5 (2.67%) AWS CodeDeploy
14 5 (2.67%) NuGet
Communications & Networking
1 7 (3.74%) Firewall
2 5 (2.67%) Network Security
3 4 (2.14%) DNS
4 1 (0.53%) TCP/IP
4 1 (0.53%) VLAN
4 1 (0.53%) VPN
Database & Business Intelligence
1 51 (27.27%) PostgreSQL
2 50 (26.74%) MongoDB
3 45 (24.06%) MariaDB
4 44 (23.53%) Azure SQL Database
4 44 (23.53%) MySQL
5 41 (21.93%) Redis
6 7 (3.74%) Amazon RDS
7 4 (2.14%) NoSQL
8 3 (1.60%) Blockchain
9 2 (1.07%) Amazon Aurora
10 1 (0.53%) Amazon Athena
10 1 (0.53%) Amazon DynamoDB
10 1 (0.53%) Amazon Redshift
10 1 (0.53%) BigQuery
10 1 (0.53%) Data Lake
10 1 (0.53%) Hadoop
10 1 (0.53%) SQL Server
10 1 (0.53%) Tableau
Development Applications
1 52 (27.81%) Jenkins
2 39 (20.86%) Team Foundation Server
3 14 (7.49%) TeamCity
4 12 (6.42%) Git (software)
5 9 (4.81%) JIRA
6 8 (4.28%) CircleCI
7 5 (2.67%) Cypress.io
7 5 (2.67%) MSBuild
7 5 (2.67%) Octopus Deploy
8 4 (2.14%) GitLab
8 4 (2.14%) Selenium
8 4 (2.14%) Subversion
9 3 (1.60%) Bitbucket
9 3 (1.60%) Storybook
9 3 (1.60%) Visual Studio Team System
10 2 (1.07%) Atlassian Bamboo
10 2 (1.07%) MSTest
10 2 (1.07%) Visual Studio
11 1 (0.53%) Maven
11 1 (0.53%) Mercurial
General
1 12 (6.42%) Finance
2 9 (4.81%) Marketing
3 7 (3.74%) Social Skills
4 6 (3.21%) Multimedia
5 2 (1.07%) Games
5 2 (1.07%) Retail
6 1 (0.53%) Banking
6 1 (0.53%) Electronics
6 1 (0.53%) Law
6 1 (0.53%) Manufacturing
6 1 (0.53%) Public Sector
6 1 (0.53%) Telecoms
Job Titles
1 123 (65.78%) DevOps Engineer
2 90 (48.13%) AWS Engineer
3 79 (42.25%) AWS DevOps
3 79 (42.25%) AWS DevOps Engineer
4 47 (25.13%) Azure Engineer
5 36 (19.25%) Azure DevOps
5 36 (19.25%) Azure DevOps Engineer
6 29 (15.51%) Platform Engineer
7 13 (6.95%) Architect
8 10 (5.35%) Security Architect
9 6 (3.21%) Azure Architect
10 5 (2.67%) Applications Architect
11 4 (2.14%) Developer
11 4 (2.14%) Senior Developer
12 3 (1.60%) .NET Software Engineer
12 3 (1.60%) Senior .NET Software Engineer
12 3 (1.60%) Senior Architect
12 3 (1.60%) Senior DevOps Engineer
12 3 (1.60%) Senior Software Engineer
12 3 (1.60%) Software Engineer
Libraries, Frameworks & Software Standards
1 40 (21.39%) ARM Templates
2 20 (10.70%) .NET
3 13 (6.95%) React
4 12 (6.42%) YAML
5 10 (5.35%) Web Services
6 6 (3.21%) Entity Framework
6 6 (3.21%) GraphQL
6 6 (3.21%) Laravel
7 5 (2.67%) Node.js
8 4 (2.14%) .NET Core
8 4 (2.14%) Flask
8 4 (2.14%) Redux
9 3 (1.60%) Elastic Stack
9 3 (1.60%) Velocity
10 2 (1.07%) .NET Framework
10 2 (1.07%) FIX Protocol
10 2 (1.07%) JSON
10 2 (1.07%) Lambda Expressions
10 2 (1.07%) SQLAlchemy
10 2 (1.07%) XML
Miscellaneous
1 71 (37.97%) Enterprise Cloud
2 39 (20.86%) Linux Command Line
3 6 (3.21%) Client/Server
4 3 (1.60%) Public Cloud
5 2 (1.07%) NHS
6 1 (0.53%) Hybrid Cloud
6 1 (0.53%) Mobile App
6 1 (0.53%) Private Cloud
6 1 (0.53%) Virtual Team
Operating Systems
1 83 (44.39%) Linux
2 11 (5.88%) Windows
3 5 (2.67%) Windows Server
4 2 (1.07%) Red Hat Enterprise Linux
5 1 (0.53%) Unix
Processes & Methodologies
1 158 (84.49%) DevOps
2 154 (82.35%) Infrastructure as Code
3 134 (71.66%) Agile Software Development
4 127 (67.91%) Configuration Management
5 112 (59.89%) Problem-Solving
6 77 (41.18%) Deployment Automation
7 39 (20.86%) Analytics
8 37 (19.79%) Web Application Development
9 17 (9.09%) Fintech
10 14 (7.49%) Continuous Integration
11 13 (6.95%) Continuous Delivery
11 13 (6.95%) SDLC
12 12 (6.42%) Test Automation
13 9 (4.81%) Infrastructure Automation
13 9 (4.81%) Mentoring
14 7 (3.74%) Software Engineering
14 7 (3.74%) Stakeholder Management
15 6 (3.21%) Artificial Intelligence
15 6 (3.21%) Benchmarking
15 6 (3.21%) MVC
Programming Languages
1 138 (73.80%) Python
2 130 (69.52%) Go
3 123 (65.78%) Ruby
4 71 (37.97%) PowerShell
5 59 (31.55%) SQL
6 55 (29.41%) C#
7 50 (26.74%) JavaScript
8 49 (26.20%) TypeScript
9 48 (25.67%) PHP
10 47 (25.13%) Bash Shell
11 38 (20.32%) Java
12 37 (19.79%) Groovy
Qualifications
1 76 (40.64%) AWS Certification
2 2 (1.07%) Degree
Quality Assurance & Compliance
1 5 (2.67%) PCI DSS
System Software
1 164 (87.70%) Docker
2 4 (2.14%) Active Directory
3 3 (1.60%) LXC
4 2 (1.07%) Virtual Machines
Systems Management
1 157 (83.96%) Kubernetes
2 156 (83.42%) Terraform
3 132 (70.59%) Opscode Chef
3 132 (70.59%) Puppet
4 47 (25.13%) Ansible
5 45 (24.06%) Prometheus
6 44 (23.53%) Grafana
7 14 (7.49%) Salt
8 1 (0.53%) Istio
8 1 (0.53%) Pingdom
Vendors
1 108 (57.75%) SaltStack
2 46 (24.60%) New Relic
3 12 (6.42%) Google
4 11 (5.88%) Microsoft
5 2 (1.07%) Splunk
6 1 (0.53%) Barracuda Networks
6 1 (0.53%) Palo Alto
6 1 (0.53%) Rollbar
6 1 (0.53%) SAP
6 1 (0.53%) Veeam