The AI, Cloud, and Engineering (ACE) Team at Genentech is seeking a highly motivated intern to work on causal machine learning methods. Increases in computational power and the curation of extensive image and language data have enabled the creation of highly realistic generative models. However, in the field of healthcare, where data is often scarce, heterogeneous, and multimodal, these models have been less successful in capturing the underlying data generating mechanisms. Clinical experts and statisticians often rely on causal knowledge, or partial causal knowledge, to analyze and interpret their research. The intern will focus on developing methods for infusing causal assumptions into current machine learning algorithms to improve model robustness to distribution shifts and spurious correlations. This internship provides an opportunity for a graduate student with a strong background in machine learning to apply their skills in the healthcare field.
This is a remote graduate-level internship position, with a duration of 12 weeks, starting in May/June 2024.
Key Responsibilities
Program Highlights
Who You Are
Required Education
Required Qualifications
Other Preferred Qualifications
The expected salary range for this position is $50/hr. Actual pay will be determined based on experience, qualifications, geographic location, and other job-related factors permitted by law. This position also qualifies for paid holiday time off benefits.
This is a remote position. There are no relocation benefits associated with this position.
Genentech is an equal opportunity employer, and we embrace the increasingly diverse world around us. Genentech prohibits unlawful discrimination based on race, color, religion, gender, sexual orientation, gender identity or expression, national origin or ancestry, age, disability, marital status and veteran status.
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.
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