AI Scientist, Small Molecule Pharmaceutical Sciences

Location
94080, South San Francisco
Salary
DOE
Posted
Feb 02, 2021
Closes
Mar 04, 2021
Work Function
Analyst, Research-Applied
Job Type
Full time

Join a Team that Lives to Improve Lives

People come to Genentech from across disciplines and across the world to solve our most challenging medical conditions. You’ll find inspiration in our passion for biotechnology, our purpose to positively impact the lives of millions of patients and our dedication to our people. Joining Genentech means being part of a tradition of inquiry that will change the world. It means embracing our failures as much as our successes. It requires a willingness to look beyond the edge of what's possible. And a focus on doing the day-to-day work that makes great science happen.

The following opportunity exists in our South San Francisco, CA headquarters:

AI Scientist, Small Molecule Pharmaceutical Sciences

Description

Genentech Small Molecule Drug Discovery (SMDD) is expanding our AI effort to make the hunt for new pharmaceuticals quicker, cheaper for society, and more effective. We are seeking a self-motivated scientist to apply artificial intelligence (AI) /machine learning (ML) to SMDD data sets. The scientist will partner with chemists and other members of the SMDD AI/ML team to propose and develop new solutions for complex problems.

  • You will collaborate with scientists across Small Molecule Pharmaceutical Sciences (SMPS) and the broader SMDD organization to identify the highest impact scientific challenges. You will identify, evaluate, and propose new methods and algorithms to address those challenges.
  • You will conduct ML research and implement cutting edge methods, focusing on reaction prediction with an emphasis on catalysis, process design and optimization.
  • You will write structured, tested, readable and maintainable code, and participate in code reviews to ensure code quality and distribute knowledge. You will collaborate with our SMDD AI/ML and software engineering teams to drive the application and development of best practices for application/algorithm development and data analysis.
  • You will work towards generalizing the methods you develop so that they can be used by non-experts and support your teammates by encouraging learning and growth in their data science/ML capacities.
  • You will actively engage with academic groups at the forefront of the field.
  • You will publish high quality impactful scientific articles and present at conferences, business meetings and academic institutions.

Who You Are

  • Ph.D. degree in Chemistry or B.S. in Chemistry and Ph.D. in Computer Science or Chemical Engineering with an emphasis on data machine learning/data science, or equivalent training.
  • Proficiency in Python and strong experience with data analysis and visualization as well as statistical modeling.
  • Demonstrated experience with deep learning frameworks (e.g., Keras, TensorFlow, PyTorch)
  • Preferred: cheminformatics-specific Python packages (RDKit, OEChem).
  • Fluent with architecting analysis pipelines, including data modeling, indexing, and ETL.
  • 3+ years’ experience designing and training machine learning models on complex, sparse datasets
  • Outstanding record of innovation and success in multiple projects over the course of their graduate, post-doctoral and industrial career as documented through a strong peer-reviewed scientific publication track record.
  • Excellent communication and collaboration skills, and genuine interest in translating basic research insights into impactful therapeutics.
  • Ability to take initiative, provide strategic input, problem solve, and communicate clearly in a cross-functional capacity.
  • Proficiency in English, both written and verbal.

Who We Are

Genentech, a member of the Roche group and founder of the biotechnology industry, is dedicated to pursuing groundbreaking science to discover and develop medicines for people with serious and life-threatening diseases. To solve the world's most complex health challenges, we ask bigger questions that challenge our industry and the boundaries of science to transform society. Our transformational discoveries include the first targeted antibody for cancer and the first medicine for primary progressive multiple sclerosis.

Diversity and Inclusion (D&I) are critical to the success of our company and our impact on society. We believe that by championing diversity of background, thought and experience, we can foster a sense of belonging and provide an environment where every employee feels valued, included, and able to contribute their best for the patients we serve. We’re focused on attracting, retaining, developing and advancing our people to their full potential by rewarding bold ways of thinking and integrating inclusive behaviors into every aspect of our work.

The next step is yours. To apply today, click on the "Apply for this job" button.

Genentech is an equal opportunity employer & prohibits unlawful discrimination based on race, color, religion, gender, sexual orientation, gender identity/expression, national origin/ancestry, age, disability, marital & veteran status. For more information about equal employment opportunity, visit our Genentech Careers page.

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