Full-Time
Senior Machine Learning Operations Engineer
ML Ops, Accelerating Drug Discovery with AI
Updated on 5/10/2024
Develops RNA therapies using AI and biology
Senior
Toronto, ON, Canada
- 3+ years experience in production ML systems, model deployment
- Proficiency in Kubernetes, cloud technologies (AWS/Azure/GCP) and managing on-prem GPUs
- Background in distributed systems, containerization, CI/CD
- Self-motivated problem solver with excellent communication skills
- Package models, deploy to production environments, and monitor usage and performance
- Design, implement, and deploy ways to make complex deep learning models usable by biologists and other domain specialists
- Manage ML infrastructure, both on premises and in the cloud
- Rapidly prototype POCs in partnership with ML scientists and other stakeholders
- Test models at scale and ensure CI/CD best practices are followed by the whole team
Deep Genomics specializes in employing AI to progress RNA-based therapies for genetic diseases. Their AI Workbench platform is instrumental in decoding the intricacies of RNA biology, facilitating the discovery of potential therapeutic solutions. This demonstrates a focused application of advanced technology in a crucial area of medical research, positioning the company at the forefront of computational biology in healthcare. Working here could offer a unique opportunity to be at the cutting edge of merging technology and medicine, contributing directly to advancements with potentially global impact on health.
Company Stage
Series C
Total Funding
$236.8M
Headquarters
Toronto, Canada
Founded
2014