Career Renew is hiring a
ML Engineer, Remote - Canada

Summary

The job description is for an ML Engineer role focusing on crypto finance applications, with responsibilities including developing, fine-tuning, deploying, monitoring, and architecting machine learning models. The candidate should have 5+ years of experience in production web applications, a keen interest in crypto and finance products, and the ability to work in an early-stage startup.

Requirements

• Based in Canada
• 5+ years working on production web applications
• Keen interest in working in crypto and building finance products
• Built and deployed ML models into production

Responsibilities

• Development: Design, develop, and deploy machine learning models for various applications within the crypto finance domain
• Fine-tuning: Fine-tune ML models for specific use cases, such as developing heuristics that detect fraudulent transactions
• Deployment: Automate the deployment of ML models to production environments using tools and frameworks like Docker, Kubernetes, and CI/CD pipelines
• Monitoring: Implement monitoring solutions to track model performance metrics, detect drift, and trigger re-training
• Architecture: Improve the state of Integral’s architecture to unlock faster training and deployment cycles
• Collaboration: Collaborate with the full-stack engineering team to ensure seamless integration of ETL processes, data warehousing, and streaming