Linktree operates a data and ML-heavy infrastructure serving millions of creators: the stack runs Python, dbt, Dagster, and Airflow for data pipelines; Snowflake and BigQuery for warehousing; and integrates Gemini and OpenAI for AI features. The company is actively hiring across data, security, and engineering (particularly senior and staff roles), and projects reveal a focus on payment platform resilience, ML model monitoring, abuse detection, and AI experiences—suggesting Linktree is scaling both monetization infrastructure and platform safety alongside creator-facing AI tools.
Tech Stack 47 technologies
Core StackPython dbt Dagster Apache Airflow TypeScript React GraphQL AWS Java C++ Figma After Effects Adobe Illustrator Snowplow Amplitude Google Ads OpenAI MLflow Vertex AI PostgreSQL Snowflake Node.js BigQuery PHP Canva CapCut Photoshop Segment Microsoft Advertising Gemini+14 more
What Linktree Is Building
◆Challenges
- Improving checkout conversion
- Scaling paid media acquisition
- Monitoring model health
- Protecting platform integrity
- Detecting abuse patterns
- Reducing processing costs
- Optimizing latency and cost
- Reducing involuntary churn
- Ensuring consistency and fairness
- Ai regulatory risk
▲Active Projects
- Payment platform optimization
- Develop always-on marketing strategy
- Core measurement framework for trust
- Model health monitoring framework
- Ml detection evaluation framework
- Eval suite creation
- Multi-agent workflow design
- Ai experiences end-to-end
- Billing platform evolution
- Payment foundations roadmap
Hiring Activity
60 roles · 35 in 30d
Department
Seniority
Notable leadership hires: Head of Data, Director of Engineering, Creator Head
Company intelligence