Staff Bioinformatics Scientist - Machine Learning/Classifier Research and Development #2802 (Bay Area)
Menlo Park, CA
Responsibilities
- Lead advanced projects in bioinformatics, implementing novel statistical and machine learning methods to enhance classifier performance.
- Work closely with colleagues in GRAIL's Bioinformatics division, fostering collaboration with mavens in genomics, computational biology, and data science.
- Collaborate cross-functionally with wet-lab and clinical scientists.
- Implement and refine novel machine learning algorithms on GRAIL’s vast sequencing datasets, translating insights into actionable outcomes.
- Build out novel machine learning and statistics best practices to guarantee the production of transparent, reliable results.
- Develop top-tier, reproducible software that meets stringent engineering standards.
- Regularly update on projects, disseminating results and insights during technical meetings.
Qualifications
- B.S. or M.S. with 8+ years of relevant experience, or Ph.D. with 5+ years of relevant experience in Bioinformatics, Computational Biology, Statistics, Machine Learning, or a related field. Additional experience and backgrounds will also be considered.
- Deep-seated understanding and practical experience in modern statistical methodologies and machine learning techniques.
- Demonstrable proficiency in dissecting Next-Generation Sequencing (NGS) data to decipher biological intricacies.
- Expertise in data analysis using R or Python. Experience in system-level languages like Go, Java, C, C++ is viewed favorably.
- Familiarity with version control tools (e.g., git) and practiced research techniques in a Linux environment.
- Significant scientific contributions, reflected through highly-cited publications, software tools, international conference presences, thought leadership, and/or notable awards.
- Innate drive, a passion for sharing expertise, and an agility in embracing innovative methodologies.
- Exceptional written and oral communication skills.
Tags: Bioinformatics Biology Computer Science Data analysis Engineering Git Java Linux Machine Learning Python R Research Statistical modeling Statistics
Perks/benefits: 401(k) matching Career development Flex vacation Health care Salary bonus
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