Senior Applied Scientist (AI/Healthcare)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Applied Scientist (AI/Healthcare): Building state-of-the-art ML models for healthcare with an accent on novel AI/ML solutions for complex healthcare challenges. Focus on designing and implementing novel architectures, translating research into practical solutions, and establishing best practices for ML deployment.
Location: USA, WA, Seattle
Salary: $167,100 - $226,100 annually
Company
's Special Projects team focused on solving the world's most pressing challenges with the agility of a startup and the resources of a global leader.
What you will do
- Design and implement novel AI/ML solutions for complex healthcare challenges.
- Drive advancements in machine learning and data science to transform healthcare outcomes.
- Balance theoretical research with practical implementation to bring products to market.
- Collaborate with cross-functional teams of scientists, engineers, and product managers.
- Establish best practices for ML experimentation, evaluation, development, and deployment.
- Partner with leadership to define the product roadmap and strategic initiatives.
Requirements
- Must be based in or authorized to work in the USA (Seattle, WA).
- 5+ years of experience building machine learning models for business applications.
- PhD, or Master's degree and 6+ years of applied research experience.
- Proficiency in Java, C++, Python, or related languages.
- Strong experience with neural deep learning methods and machine learning.
Nice to have
- Experience with R, scikit-learn, Spark MLLib, MxNet, Tensorflow, numpy, or scipy.
- Experience with large-scale distributed systems such as Hadoop and Spark.
- Specialization in deep learning models specifically for healthcare.
- Experience designing novel NLP/ML architectures, including pretraining and fine-tuning.
- Experience applying causal inference techniques in AI/ML systems.
Culture & Benefits
- Collaborative, entrepreneurial, startup-like environment.
- Comprehensive health insurance (medical, dental, vision, prescription).
- 401(k) matching.
- Paid time off and parental leave.
- Mental health support, EAP, and Flexible Spending Accounts.
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