Position Summary:
Provides technical expertise and oversight of the development of integrated software algorithms to structure, analyze and leverage data in product and systems applications in both structured and unstructured environments. Directs the use of machine language and statistical modeling techniques such as decision trees, logistic regression and Bayesian analysis to develop and evaluate algorithms to improve performance, quality, data management and accuracy. Applies deep learning technologies to give computers the capability to visualize, learn and respond to complex situations. Adapts machine learning to areas such as virtual reality, augmented reality, artificial intelligence, robotics and other products that allow users to have an interactive experience.
Changes to individual responsibilities may occur due to business needs and other related duties may be assigned.
Position Responsibilities:
- Lead the development of novel deep learning for deciphering the human genetic code, diagnosing pathogenic genetic variants by combining information from detailed clinical phenotypes and medical records, protein structures, and genomic data.
- Lead scientific collaborations with Illumina’s academic, nonprofit, and industry partners, and lead a multidisciplinary team focused on achieving these aims.
- Publish and disseminate methods and findings and incorporate them into software products to the benefit of the wider genetics community.
Listed responsibilities are an essential, but not exhaustive list, of the usual duties associated with the position. Changes to individual responsibilities may occur due to business needs.
Position Requirements:
- Expert in deep learning, statistics, proteinomics and/or genomics
- Possesses strong communication skills, with the ability to present complex scientific ideas to clinical, scientific, and industry audiences.
- Be willing to work in a fast paced, competitive environment, and hold a strong record of successful delivery of complex scientific projects and publications under tight timelines.
All listed requirements are deemed as essential functions to this position; however, business conditions may require reasonable accommodations for additional task and responsibilities.
Experience/Education:
- 0 - 5 years of experience with a Bachelor/ PhD
Preferred Experience/Education/Skills:
- MD or PhD in computer science, genetics, computational biology, or related field
