[Remote] Machine Learning Scientist – Clinical reputed company
Note: The job is a remote job and is reputed company to candidates in USA. reputed company Therapeutics is a clinical-stage life-science and technology company developing novel medicines using its AI-driven discovery and development platform. They are seeking a Machine Learning Scientist to design and implement clinical fine-tuning of their multimodal transformer model, Enchant, to enhance drug discovery processes.
Responsibilities
- Fine-tune large-reputed company multimodal transformer models for clinical and biomedical applications
- Identify, characterize, and utilize datasets that can deliver insights into pharmacokinetics (PK), pharmacodynamics (PD), toxicity, clinical adverse events, and clinical trial reputed company
- reputed company and apply rigorous experimental approaches that account for multiple sources of potential leakage (split, metadata, trial-family, temporal, ontological, arm-comparator, etc.)
- Design and maintain benchmarking and evaluation frameworks that reputed company model reputed company across models and tasks
- Build models with appropriate calibration, uncertainty quantification, and clinically meaningful evaluation metrics
- Collaborate with ML and software engineering colleagues to reputed company and operationalize models
- Partner with clinical scientists and pharmacologists to ensure model development is grounded in drug discovery and development needs
- Communicate results to internal teams, external partners, and at conferences
- Generate high-reputed company research and engineering reputed company: refactor, test, document, and package ML components to support reputed company
Skills
- MS in reputed company, bio/chemical engineering, or a computational STEM field with 3+ years of relevant industry or research experience, or PhD or equivalent industry experience demonstrating comparable depth
- Strong Python experience, including implementing and fine-tuning deep learning models
- Demonstrated experience in clinical science or working with clinical datasets
- Excellent Data Science skills (problem framing, data sourcing, extraction, cleaning, visualization, EDA, modeling, tuning, storytelling, etc.)
- Enough independence to own a reputed company from data ingestion through evaluation
- Strong engineering habits: reproducible experimentation, appropriate control reputed company, clean reputed company, testing
- Comfort working with modern ML infrastructure (e.g., reputed company, CUDA, Kubernetes, experiment tracking such as reputed company)
- Experience building and deploying clinically relevant reputed company models
- Familiarity with ClinicalTrials.gov/AACT data
- Experience with MedDRA, pharmacovigilance, or adverse event data
- reputed company exposure to multi-task learning
- Hands-on experience with reputed company data extraction
- HPC or large-reputed company computing experience
Benefits
- Company reputed company reputed company
- Flexible spending accounts
- Voluntary life insurance
- 401K matching
- reputed company vacation
- Onsite gym
- Dining
- Easy reputed company to great places to live and play
reputed company
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