Apache Hadoop, C Programming, C++, Data science techniques, Java Programming, Machine learning techniques, MapReduce, Python Programming, PyTorch, R Programming, Scala Programming, SQL, TensorFlow
We have an opening for a postdoctoral fellow or artificial intelligence (AI) residency in the Modeling & Simulation group within the Clinical Pharmacology department at Genentech. We are looking for a talented and innovative individual wishing to apply their expertise to solve concrete problems in clinical drug development. The project is to tackle the difficult problem of identifying combination therapies that will provide durable benefit to a large number of cancer patients. The idea is to combine an existing mechanistic model of the biology with a deep-learning framework that will be mutually beneficial to one another, allowing to assess and identify novel groundbreaking anti-cancer treatment combinations. During this residency, you will interact and learn from some of the most talented scientists in their field of Clinical Pharmacology, Clinical Development, Biomarker Development, Biological Research, as well as with AI and modeling scientists. This research is expected to lead to influential publications in top-tier journals. It is a challenging role, but it is offering tremendous prospects for learning, development and impact. This position is for 2 to 4 years and is opened internationally.
In addition to building a mechanistically-driven deep learning framework for the comprehensive assessment of anti-cancer combinations, the candidate will be responsible for compiling and processing all data necessary for the project, set up the computational framework required for the project, work closely with other modeling and AI scientists and benefit from each other expertise, learn the biology and the clinical aspects of anti-cancer treatments as needed and collaborate with non-modeling scientists from other departments.
Other responsibilities include:
Requirements:
Relocation benefits are available for this job posting.
Genentech, Inc. is a biotechnology company based in South San Francisco, California. It was founded in 1976 by venture capitalist Robert A. Swanson and biochemist Dr. Herbert W. Boyer. Genentech is considered one of the pioneers in the biotechnology industry and has been instrumental in the development of groundbreaking pharmaceutical products.
South San Francisco, CA, USA
2-4 year
South San Francisco, CA, USA
2-4 year
South San Francisco, CA, USA
2-4 year
Shanghai, China
2-4 year
Oceanside, CA, USA
16-18 year
Hillsboro, OR, USA
16-18 year
South San Francisco, CA, USA
16-18 year
Oceanside, CA, USA
20-22 year
Hillsboro, OR, USA
20-22 year
South San Francisco, CA, USA
20-22 year
South San Francisco, CA, USA
4-6 year
South San Francisco, CA, USA
4-6 year
South San Francisco, CA, USA
10-12 year
South San Francisco, CA, USA
6-8 year
South San Francisco, CA, USA
0-2 year
South San Francisco, CA, USA
0-2 year
South San Francisco, CA, USA
0-2 year
South San Francisco, CA, USA
0-2 year
New York City, NY, USA
6-8 year
Los Angeles, CA, USA
6-8 year