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Senior Scientist, Deep Learning Engineer within Data-Rich Experimentation (DRE)

A global health care leader providing prescription medicines, vaccines and animal health products, focused on innovation and ethical integrity.
Rahway, NJ, USAWest Point, PA, USA
$114,700 - $180,500
Machine Learning
Senior Software Engineer
Hybrid
5,000+ Employees
4+ years of experience
AI · Healthcare

Job Description

MSD (Merck Sharp & Dohme) is seeking a Senior Scientist, Deep Learning Engineer to join their Data-Rich Experimentation (DRE) team. This role combines cutting-edge machine learning with process development in pharmaceutical research, offering an opportunity to work at the intersection of AI and healthcare innovation.

The position involves developing and implementing advanced deep learning solutions and hybrid models to improve process understanding and optimization across the company's biologics and vaccines portfolio. The successful candidate will work in a collaborative, interdisciplinary environment, focusing on solving complex process research and development challenges through innovative data science approaches.

This role offers a competitive salary range of $114,700 - $180,500, along with comprehensive benefits including medical, dental, vision insurance, 401k, and various other perks. The position follows a hybrid work model with three days on-site (Monday-Thursday) and Fridays remote, based in either Rahway, NJ or West Point, PA.

The ideal candidate should possess strong expertise in Python and deep learning frameworks, with a proven track record in scientific research and publication. They should be able to bridge the gap between theoretical machine learning and practical process development, while maintaining excellent communication and collaboration skills.

This is an excellent opportunity for someone passionate about applying AI to healthcare innovation, offering the chance to work with cutting-edge technology while contributing to the development of life-changing medicines and vaccines. The role combines technical depth with broad impact, supported by MSD's strong commitment to diversity, inclusion, and professional development.

Last updated 2 days ago

Responsibilities For Senior Scientist, Deep Learning Engineer within Data-Rich Experimentation (DRE)

  • Develop and deploy data-rich technologies for process understanding
  • Create process modeling and machine learning solutions for chemical synthesis and isolation
  • Work with pipeline project teams to extract insights from experimental data
  • Develop new hybrid machine learning frameworks with customized deep learning architectures
  • Collaborate with enterprise IT for automated scaling and model deployment
  • Apply physics-based and hybrid models for technology transfer and commercialization

Requirements For Senior Scientist, Deep Learning Engineer within Data-Rich Experimentation (DRE)

Python
  • Ph.D. in Engineering, Biology, Chemistry or related field OR
  • M.S. with 2 years of industrial/pharmaceutical experience OR
  • B.S. with 4 years of industrial/pharmaceutical experience
  • Expertise in Python with hands-on experience in deep learning frameworks (PyTorch, JAX, TensorFlow)
  • Background in process modeling, scientific machine learning, and deep learning
  • Excellent communication skills and interpersonal skills
  • Demonstrated scientific expertise through publications and presentations

Benefits For Senior Scientist, Deep Learning Engineer within Data-Rich Experimentation (DRE)

401k
Medical Insurance
Dental Insurance
Vision Insurance
Parental Leave
  • Annual bonus
  • Long-term incentive
  • Paid holidays
  • Vacation
  • Compassionate and sick days
  • Retirement benefits

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