Overview
News
Technologies
Salaries
Products
People
Growth
Jobs
Financials
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
React.js
Spring Boot
Spring Cloud
PostgreSQL
DynamoDB
OpenSearch
Azure
AWS
GCP
LLM
Claude
Llama
AI/ML
Python
SQL
MATLAB
CI/CD
Azure
AWS
LLM
Docker
Kubernetes
AI Agents
Prompt Engineering
OpenAI
GCP
Git
Spark
AWS Bedrock
Azure DevOps
Terraform
Grafana
Prometheus
Platform Engineering
AIOps
Dynatrace
Incident Management
Shift-Left
IAM
Databricks
pySpark
Claude
Anthropic
Bicep
AWS Lambda
CloudFormation
Vector
Amazon EC2
Amazon EKS
Datadog
FinOps
GitHub Actions
GitLab CI
Jenkins
API Gateway
Amazon ECS
Amazon S3
GitHub
GitLab
PostgreSQL
DynamoDB
OpenSearch
Snowflake
Time Series Forecasting
MLFlow
LangChain
LangGraph
LlamaIndex
Model Context Protocol
RAG
Anomaly Detection
Claude Code
Cursor
NLP
Fine-tuning
Llama
Mistral
ChatGPT
Gemini
Amazon SageMaker
AWS Bedrock AgentCore
Context Engineering
Redis
Supabase
Copilot
Backend
Node JS
C#
Java
Apache Kafka
Rest API
RabbitMQ
.NET
Entity Framework Core
Spring Boot
Spring Cloud
Spring Framework
Spring MVC
Nest.JS
GraphQL
Security
HIPAA
Shift-Left Security
ISO 27001
PCI DSS
SOC 2
Frontend
JavaScript
TypeScript
React.js
Angular
Chart.js
D3.js
Next.js
Other
ServiceNow
Plotly
Power BI
Tableau
ETL/ELT
Twilio
Google Workspace
Salesforce
Google Ads
Playwright
Jira
Zendesk
Stack modernity
85/100
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
8 jobs
Required
SQL
7 jobs
Required
AWS
7 jobs
Required
JavaScript
5 jobs
Required
LLM
5 jobs
Required
Docker
4 jobs
Required
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
28%
SQL
26%
CI/CD
25%
JavaScript
24%
AWS
21%
TypeScript
20%
Share of companies in the same industry that use each technology.
Stack changes
Anthropic
Aug 2026
GitLab
Aug 2026
GitHub
Aug 2026
Amazon S3
Aug 2026
Amazon ECS
Aug 2026
Context Engineering
Aug 2026
ETL/ELT
Aug 2026
ServiceNow
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Jobgether
Devoteam
Weekday
Emagine
State Street
Accenture
Growth
Hiring Momentum
65/100
Growing
Open positions
21
3 opened / 3 closed in 30 days
Median time-to-fill
97 days
faster than 16% of the market
ATS activity
Every ~2 days
08/30/2026
Hiring Dynamics
+100%
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
27% ▲
Backend
18% ▲
Data Science
9% ▲
Executive
9% ▼
Product
9% ▲
DevOps
5% ▲
Actively hiring for AI/ML (+3 in 30 days)
Activity Timeline
Added Shift-Left Security to stack
Aug 2026
Added Shift-Left to stack
Aug 2026
Added Incident Management to stack
Aug 2026
Added Dynatrace to stack
Aug 2026
Added AIOps to stack
Aug 2026
Added Tableau to stack
Aug 2026
Added Power BI to stack
Aug 2026
Added MATLAB to stack
Aug 2026
Added Google Ads to stack
Aug 2026
Added Gemini to stack
Aug 2026
Added ChatGPT to stack
Aug 2026
Added Supabase to stack
Aug 2026
Jobs
Remote • Full-Time
Node JS
JavaScript
AI Agents
Fine-tuning
Llama
LLM
Mistral
OpenAI
Frontend
React.js
Mobile
Twilio
DevOps
Rest API
Apply
≈ $108k – $238k per year (Estimated) • Remote • Full-Time • 5+ years exp • Bachelor's Degree
JavaScript
Python
TypeScript
Claude
Claude Code
Cursor
LLM
NLP
Prompt Engineering
AI Agents
DevOps
AWS
CI/CD
Docker
GCP
Kubernetes
Platform Engineering
Apply
≈ $120k – $269k per year (Estimated) • Remote • Full-Time • 3+ years exp • PhD
Python
SQL
Snowflake
AI/ML
Anomaly Detection
AI Agents
DevOps
AWS
CI/CD
Git
Platform Engineering
Apply
Apply
DevOps Engineer (Python)
28 days agoRemote • Contractor
Python
Amazon EC2
Amazon EKS
AWS
CI/CD
Datadog
Docker
FinOps
GitHub Actions
GitLab CI
Grafana
Jenkins
Kubernetes
Prometheus
Terraform
Amazon ECS
Amazon S3
GitHub
GitLab
IAM
Cybersecurity
HIPAA
SOC 2
Apply
Apply
Remote • Contractor
Azure
Azure DevOps
Apply
Network Security Engineer - Aruba & HPE | Remote
2 months agoRemote • Contractor
HIPAA
ISO 27001
PCI DSS
Apply
Remote • Contractor
GCP
Management
Google Workspace
Marketing
Salesforce
Apply
≈ $139k – $249k per year (Estimated) • Remote • Contractor • Saint Louis
Python
pySpark
Databases
Databricks
AI/ML
Time Series Forecasting
Spark
DevOps
CI/CD
Apply
≈ $90k – $200k per year (Estimated) • Remote • Contractor
Python
SQL
Apache Kafka
Databricks
AI/ML
MLFlow
Spark
DevOps
Azure
Bicep
CI/CD
Terraform
Analytics
ETL/ELT
Apply
Senior Full Stack Developer - C# | Remote
2 months ago≈ $86k – $209k per year (Estimated) • Remote • Contractor
C#
SQL
TypeScript
JavaScript
.NET
Entity Framework Core
Frontend
Angular
DevOps
Azure
Azure DevOps
CI/CD
Docker
Git
Kubernetes
Apply
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