Senior Machine Learning Research Scientist

vor 2 Wochen


Berlin, Berlin, Deutschland Pfizer Vollzeit
Job Summary

Pfizer's Machine Learning Hub is seeking a highly skilled and experienced machine learning researcher to design and implement new machine learning tools to accelerate drug discovery. As a member of our Machine Learning Research team, you will work on developing advanced machine learning models specifically designed for analyzing heterogeneous biological data. This includes data from genomics, proteomics, metabolomics, and other biological sources.

Key Responsibilities
  • Develop and implement advanced machine learning models for analyzing biological data.
  • Advance the internal machine learning tech stack to cope with spurious correlation, obscuring variation, and inherent multimodality of biomedical, chemical, and 'omics data.
  • Research, design, and implement learning algorithms for analysis problems related to drug discovery.
  • Be an active member of a highly interdisciplinary team.
  • Conceive, execute, and evaluate studies and experiments, interpret the results, and present them to scientists in other functions.
  • Strengthen external visibility and scientific excellence through publishing/presenting work in reputable journals and conference/workshop venues and engaging with the scientific community.
Requirements
  • Formal training in Biology, Computational Biology, Statistics, Machine Learning, or a related technical discipline.
  • PhD and 2+ years of relevant research experience in developing machine/deep learning-based solutions and a sincere interest for computational life sciences.
  • Hands-on experience in handling, processing, integrating, and analyzing large heterogeneous biological data sets related to industrial drug discovery research.
  • Proven expertise in developing machine learning for computational biology.
  • Highly creative person with outstanding problem-solving skills to tackle complex analysis tasks in a timely fashion.
  • Strong publication record and demonstrated contributions to the field.
  • Solid expertise with ML libraries such as PyTorch, Lightning is mandatory. Programming skills in Python must be top-notch. Experience with relevant libraries of the Python scientific stack is a big plus.
  • Familiarity with GPU computing both on-premises and on cloud platforms.
  • Fluency with common version control tools and collaborative coding.
  • Passion and curiosity for data and proven ability to take ideas from prototype to production.
  • Strong interpersonal skills, distinct collaborative attitude, excellent written and verbal communication.
Benefits

Pfizer offers comprehensive and generous benefits and programs to help our colleagues lead healthy lives and to support each of life's moments. Benefits offered include a 401(k) plan with Pfizer Matching Contributions and an additional Pfizer Retirement Savings Contribution, paid vacation, holiday, and personal days, paid caregiver/parental and medical leave, and health benefits to include medical, prescription drug, dental, and vision coverage.

Learn more at Pfizer Candidate Site – U.S. Benefits | ). Pfizer compensation structures and benefit packages are aligned based on the location of hire. The United States salary range provided does not apply to Tampa, FL or any location outside of the United States.

Relocation assistance may be available based on business needs and/or eligibility.



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