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Overview
Toptal is a global network connecting companies with top freelancers in business, design, and technology, allowing for scalable, on-demand team augmentation. With an extensive pool of talent and a fully remote model, Toptal stands out by blending top-tier professional expertise with a supportive virtual environment that prioritizes innovation and collaboration.
Technologies
Tech DNA
Python
SQL
JavaScript
Spring Boot
Spring Cloud
Spring Framework
PostgreSQL
DynamoDB
OpenSearch
Azure
AWS
GCP
LLM
Claude
AI/ML
Python
SQL
CI/CD
Azure
AWS
Docker
Kubernetes
LLM
GCP
Git
Spark
Azure DevOps
Terraform
Grafana
Prometheus
Platform Engineering
Databricks
Apache Kafka
pySpark
Prompt Engineering
Bicep
AWS Lambda
CloudFormation
Vector
Amazon EC2
Amazon EKS
Datadog
FinOps
GitHub Actions
GitLab CI
Jenkins
RabbitMQ
PostgreSQL
DynamoDB
OpenSearch
Snowflake
Time Series Forecasting
MLFlow
AI Agents
AWS Bedrock
LangChain
LangGraph
LlamaIndex
Model Context Protocol
RAG
Anomaly Detection
Claude
Claude Code
Cursor
NLP
QA
JavaScript
TypeScript
C#
Java
.NET
Entity Framework Core
Spring Boot
Spring Cloud
Spring Framework
Spring MVC
Playwright
Frontend
Node JS
Angular
Chart.js
D3.js
React.js
Other
HIPAA
ISO 27001
PCI DSS
SOC 2
Plotly
Jira
Google Workspace
Salesforce
Zendesk
Stack modernity
81/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Python
9 jobs
Required
CI/CD
9 jobs
Required
Azure
6 jobs
Required
AWS
5 jobs
Required
SQL
5 jobs
Required
JavaScript
4 jobs
Required
LLM
4 jobs
Required
Docker
4 jobs
Required
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
41%
JavaScript
36%
SQL
36%
CI/CD
35%
AWS
29%
Docker
29%
Share of companies in the same industry that use each technology.
Stack changes
NLP
Aug 2026
Cursor
Aug 2026
Claude Code
Aug 2026
Claude
Aug 2026
Snowflake
Aug 2026
Platform Engineering
Aug 2026
Anomaly Detection
Aug 2026
SOC 2
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Jobs
Remote • Full-Time • 5+ year exp • Bachelor's Degree
JavaScript
Python
TypeScript
Claude
Claude Code
Cursor
LLM
NLP
Prompt Engineering
DevOps
AWS
CI/CD
Docker
GCP
Kubernetes
Platform Engineering
Apply
Remote • Full-Time • PhD
Python
SQL
Snowflake
AI/ML
Anomaly Detection
DevOps
AWS
CI/CD
Git
Platform Engineering
Apply
Apply
DevOps Engineer (Python)
7 days agoRemote • Contractor
Python
Amazon EC2
Amazon EKS
AWS
CI/CD
Datadog
Docker
FinOps
GitHub Actions
GitLab CI
Grafana
Jenkins
Kubernetes
Prometheus
Terraform
Cybersecurity
HIPAA
SOC 2
Apply
Remote • Contractor
Azure
Azure DevOps
Apply
Network Security Engineer - Aruba & HPE | Remote
15 days agoRemote • Contractor
HIPAA
ISO 27001
PCI DSS
Apply
Remote • Contractor
GCP
Management
Google Workspace
Marketing
Salesforce
Apply
Remote • Contractor • Saint Louis
Python
pySpark
Databases
Databricks
AI/ML
Time Series Forecasting
Spark
DevOps
CI/CD
Apply
Remote • Contractor
Python
SQL
Apache Kafka
Databricks
AI/ML
MLFlow
Spark
DevOps
Azure
Bicep
CI/CD
Terraform
Apply
Senior Full Stack Developer - C# | Remote
15 days agoRemote • Contractor
C#
SQL
TypeScript
JavaScript
.NET
Entity Framework Core
Frontend
Angular
DevOps
Azure
Azure DevOps
CI/CD
Docker
Git
Kubernetes
Apply
In office • Contractor • 5+ year exp
Python
TypeScript
Jira
QA
Playwright
Apply
Remote • Contractor
Java
SQL
Spring Boot
Spring Cloud
Spring Framework
Spring MVC
Databases
Apache Kafka
RabbitMQ
DevOps
AWS
Azure
CI/CD
Docker
GCP
Git
Grafana
Kubernetes
Prometheus
Apply
Remote • Contractor • 7+ year exp
Python
SQL
JavaScript
PostgreSQL
AI/ML
LLM
Frontend
Chart.js
D3.js
DevOps
CI/CD
Analytics
Plotly
Apply
Remote • Contractor
Python
pySpark
Databases
DynamoDB
OpenSearch
AI/ML
AI Agents
AWS Bedrock
LangChain
LangGraph
LlamaIndex
LLM
Model Context Protocol
RAG
Spark
DevOps
AWS
AWS Lambda
Azure
CI/CD
CloudFormation
Vector
Apply
Senior Full Stack AI Engineer
19 days agoRemote • Contractor • 5+ year exp
Node JS
Python
JavaScript
Prompt Engineering
Frontend
React.js
Apply
Apply
Growth
Hiring Momentum
63/100
Growing
Open positions
16
11 opened / 0 closed in 30 days
Median time-to-fill
97 days
faster than 18% of the market
ATS activity
Every ~2 days
Today
Hiring Dynamics
0%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
AI/ML
40% ▲
Backend
20% ▲
Data Science
7% ▲
DevOps
7% ▲
QA
7% ▲
Security
7% ▲
Actively hiring for AI/ML (+6 in 30 days)
Activity Timeline
Added SOC 2 to stack
Aug 2026
Added Jenkins to stack
Aug 2026
Added GitLab CI to stack
Aug 2026
Added GitHub Actions to stack
Aug 2026
Added FinOps to stack
Aug 2026
Added Datadog to stack
Aug 2026
Added Amazon EKS to stack
Aug 2026
Added Amazon EC2 to stack
Aug 2026
Added React.js to stack
Aug 2026
Added Prompt Engineering to stack
Aug 2026
Added Node JS to stack
Aug 2026
+10 jobs in a week
Jul 2026

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