about 3 hours ago
Toronto, Canada
Mid Level / Senior
H1B Sponsor
Responsibilities
- Design state-of-the-art AI/ML models and large scale systems for detection and decisioning.
- Drive the expansion of Stripe's largest LLM-based system.
- Rapidly prototype new AI/ML-based approaches to achieve key business goals.
- Develop processes to train and evaluate models in offline and online environments.
- Integrate models into production systems and ensure their scalability and reliability.
- Collaborate with product and strategy partners to propose and implement new product features.
- Engage with the latest developments in AI/ML and transform innovative ideas into productionized solutions.
- Explore cutting-edge AI/ML techniques to solve business problems.
Requirements
- 2+ years of industry experience building and shipping AI/ML systems in production.
- Proficient with AI/ML libraries and frameworks such as PyTorch, TensorFlow, and XGBoost.
- Knowledge of various AI/ML algorithms and model architectures.
- Hands-on experience in designing, training, and evaluating machine learning models.
- Experience in productionizing and deploying models at scale.
- Experience rigorously evaluating model performance and improving signal in high-noise datasets.
- Proficiency in applying modern machine learning techniques and Generative AI models.