Staff Engineer, Machine Learning and Medical Image Analysis
Description For Staff Engineer, Machine Learning and Medical Image Analysis
Noah Medical is at the forefront of medical robotics innovation, developing next-generation platforms for early diagnosis and treatment across multiple medical indications. We're seeking a Staff Engineer specializing in Machine Learning and Medical Image Analysis to join our dynamic team in San Carlos, California.
As a Staff Engineer, you'll play a crucial role in revolutionizing medical procedures using state-of-the-art technologies. You'll work closely with cross-functional teams, including product management and clinical engineering, to define and create the future of medical robotics. Your expertise in machine learning and medical image analysis will be instrumental in developing cutting-edge solutions that improve accuracy, efficiency, and consistency in medical procedures.
Key responsibilities include researching and prototyping advanced algorithmic and machine learning solutions, contributing high-quality software implementations for medical devices, and mentoring junior engineers. You'll also be involved in defining ML processes, building infrastructure, and drafting technical documentation and patent applications.
The ideal candidate will have a PhD in a relevant field (or an exceptional MS degree) with 8+ years of experience in algorithm development for machine/deep learning and medical image analysis. Proficiency in Python and deep learning frameworks is essential, and experience with C++ is valuable. A strong publication record in top conferences like CVPR or MICCAI is highly desirable.
This role offers a unique opportunity to make a significant impact in healthcare through innovative technology. You'll be working with a team of talented engineers and industry leaders from top healthcare companies, in an environment that values transparent communication, first-principle thinking, and data-driven decision making.
Noah Medical offers a competitive salary range of $175,200 to $219,000 USD, along with comprehensive benefits including health insurance, equity, and bonus programs. The position is hybrid, allowing for flexibility in work arrangements.
Join us in our mission to revolutionize medical robotics and make a lasting impact on patient care. If you're passionate about applying cutting-edge ML and AI technologies to solve complex medical challenges, we want to hear from you!
Responsibilities For Staff Engineer, Machine Learning and Medical Image Analysis
- Work with cross functional teams to identify concepts and solutions
- Research, prototype and iterate algorithmic, machine learning and software solutions
- Quickly prototype and evaluate concepts
- Perform thorough technical evaluation and make data-driven decisions
- Contribute high-quality software implementations that can be incorporated into a medical device
- Mentor junior engineers and interns
- Support the definition of ML processes and best practices, build infrastructure
- Draft technical documentation and patent disclosures / applications
Requirements For Staff Engineer, Machine Learning and Medical Image Analysis
- PhD in ML/AI, Computer Science, Electrical Engineering, Biomedical Engineering, Radiology or a similar field, exceptional MS degree will be considered
- Strong technical skill and track record of excellence with 8+ years of total experience of algorithm development for machine/deep learning and medical image analysis
- Mastery of the state-of-the-art deep learning models for the above areas and experience on model deployment in commercial products
- Publication record in top conferences such as CVPR, MICCAI is highly desirable
- Proficiency in Python, as well as deep learning frameworks; experience with C++
- Experience of full cycle of product development is highly desirable
- Knowledge in FDA regulation on AI/ML and hands-on experience of FDA submission of machine learning algorithms is highly desirable
- Familiarity with ML infrastructure (hardware and software), processes and best practices
- Strong leadership in leading projects and collaboration skills
- Excellent communication skills to convey complex technical concepts to non-technical stakeholders
- Experience with data curation for machine learning
- Experience with pulmonology is a plus
Benefits For Staff Engineer, Machine Learning and Medical Image Analysis
- Competitive Salary
- Comprehensive health insurance including Medical, Dental and Vision + HSA and FSA options
- Equity & Bonus Program
- Life Insurance (company paid & supplemental) and Disability insurance
- Mental health support through medical insurance programs
- Legal and Pet Insurance
- 12+ paid holidays, 15-20 days of PTO + use-what-you-need sick days
- Paid parental leave
- In-office snacks and beverages
- In-office lunch stipend
- Learning & Development Opportunities: On-demand online training and book reimbursement
- Team building and company organized social and celebration events
