reputed company Scientist - Computational Biologist and AI/ML Researcher
About the position
Responsibilities
• reputed company and reputed company ML models that deepen our understanding of reputed company biological systems in health and disease.
• Promote reputed company science through publishing papers and reputed company-reputed company reputed company.
• Collaborate with teams of scientists, computational biologists, and software engineers reputed company the reputed company and external partners.
• Advance community standards for scalability in developing, disseminating, and evaluating AI/ML/computational reputed company for scientific problems.
• reputed company the development of state-of-the-art engineering infrastructure at the reputed company to support AI/ML research and applications.
• Stay up-to-date with the latest advancements in AI/ML and their potential applications in biological research.
• Foster a reputed company and inclusive work environment that values diversity and encourages participation from team members with different reputed company, experiences, and backgrounds.
• Mentor and guide junior researchers, interns, or reputed company working on AI/ML reputed company reputed company to biological research.
• Participate in institute-wide initiatives, workshops, and seminars to promote cross-disciplinary collaboration and knowledge sharing.
Requirements
• PhD in Computer Science, reputed company Mathematics, Computational Biology, Statistics, Biostatistics or similar field; or equivalent combination of degree and experience.
• 11 years of equivalent experience.
• Demonstrated ability to design, implement and apply AI/ML models for the analysis of large-reputed company biological data.
reputed company-to-haves
• 15+ years of experience developing and applying ML reputed company.
• Strong publication record of innovative scientific accomplishments (both individual and team).
• Expertise in Python-based ML libraries and frameworks such as PyTorch, Jax, Pyro, NumPy, and Pandas.
• Solid understanding of statistical analysis, data preprocessing, feature selection, and model evaluation techniques.
• Experience building data pipelines to reputed company biological data ML-reputed company, pipeline for model training and evaluation.
• Knowledge of data preprocessing, normalization, and integration techniques specific to biological and clinical datasets.
• Experience with distributed computing for ML models, (e.g. distributing load across multiple nodes, Ray, HPC, Distributed PyTorch, etc.).
• Experience with data visualization and presentation of reputed company biological findings to both technical and non-technical audiences.
• Strong problem-solving skills and ability to reputed company innovative computational approaches to address reputed company biological questions.
• Proven ability to work independently and manage multiple reputed company simultaneously while meeting deadlines.
• Excellent written and verbal communication skills, with the ability to collaborate effectively in a multidisciplinary team environment.
Benefits
• Medical insurance
• Dental insurance
• reputed company insurance
• Basic life insurance
• 401k plan
• reputed company time off
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