Deep Genomics
Senior Research Scientist, Machine Learning (BioFM)
Toronto, Ontario · Senior
Sponsorship not specified$175k-$200kDetected 43 days ago
GCPMachine LearningDeep LearningData ScienceNLPBioinformaticsResearchLeadershipCommunicationMentoringPublic Speaking
About the role
- With expertise spanning machine learning, bioinformatics, data science, engineering, and drug development, our multidisciplinary team in Toronto and Cambridge, MA is revolutionizing how new medicines are created.
- You will pioneer novel deep learning architectures and pre-training paradigms that learn the fundamental language of the genome and cellular biology.
- If you are a first-principles thinker excited to bridge advanced ML with genome biology to solve high-impact, frontier problems in human health and drug discovery, this is a unique opportunity.
Responsibilities
- Lead the creative research, architecture design, and training of Biological Foundation Models (BioFMs), on massive-scale genomic, transcriptomic, and single-cell datasets.
- Collaborate closely with computational biologists and drug developers to integrate deep biological priors directly into model architectures and training objectives, ensuring our BioFMs capture fundamental and scientifically meaningful representations.
- Deep Genomics encourages applications from all backgrounds who seek the opportunity to build the world's leading AI-driven genetic medicine company.
Requirements
- Experience working with massive datasets and a deep understanding of the engineering and algorithmic challenges associated with scale.
Nice to have
- Experience technically leading projects or mentoring junior researchers/engineers.
- Proficiency with cloud computing platforms (e.g., GCP) for large-scale model training and experimentation.
- Contributions to open-source projects demonstrating the ability to solve complex research problems in ML or computational biology.
Compensation
- The salary range for this role is $175,000 - $200,000, and reflects Canada-based roles
- The salary range for this role is $175,000 - $200,000, and reflects Canada-based roles; compensation may differ for U.S.-based candidates.
Benefits
- A collaborative and innovative environment at the frontier of computational biology, machine learning, and drug discovery.
- Highly competitive compensation, including meaningful stock ownership.
- Comprehensive benefits - including health, vision, and dental coverage for employees and families, employee and family assistance program.
- Flexible work environment - including flexible hours, extended long weekends, holiday shutdown, unlimited personal days.
- Maternity and parental leave top-up coverage, as well as new parent paid time off.
- Focus on learning and growth for all employees - learning and development budget & lunch and learns.
- Facilities located in the heart of Toronto - the epicenter of machine learning and AI research and development, and in Kendall Square, Cambridge, Mass. - a global center of biotechnology and life sciences.
- Rigorously implement, train, debug, and evaluate large-scale models to demonstrate scientific validity and drive progress on frontier problems in human health and genetic medicines.
- Stay current with advancements in machine learning and computational biology research, identifying cross-disciplinary applications to solve real-world challenges.
Company info
- Deep Genomics is at the forefront of using artificial intelligence to transform drug discovery.
- Our proprietary AI platform decodes the complexity of RNA biology to identify novel drug targets, mechanisms, and therapeutics inaccessible through traditional methods.
- Opportunity We are seeking an exceptional and creative Senior/Staff Machine Learning Scientist to lead and innovate within our core AI research team, specifically focusing on the creative building of Biological Foundation Models (BioFMs).
- Rather than just applying out-of-the-box ML to biological datasets, you will design the next generation of BioFMs from tackling complex -omics data at scale.
- We offer competitive compensation aligned with local market benchmarks.
Equal opportunity
- If you have a disability or special need, accommodation is available on request for candidates taking part in all aspects of the selection process. *This posting reflects a current vacancy.
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