Nudge (nudge.com)
Lead Machine Learning Engineer
San Francisco
Sponsorship not specifiedDetected 316 days ago
PythonAlgorithmsCode ReviewMachine LearningComputer VisionSignal ProcessingResearchLeadership
About the role
- Architect computer vision and real-time inference systems that track brain motion and dynamically adapt targeting parameters during treatment
- Define technical strategy and best practices across machine learning, modeling, simulation, and signal processing infrastructure
- Mentor and elevate other engineers through technical leadership, code review, and systems-level thinking
Responsibilities
- Lead the design and development of imaging algorithms that leverage in-house ultrasound transducers and high-performance compute to image the brain and skull
- Drive the development of high-resolution acoustic simulation systems to model the propagation and scattering of ultrasound energy and accurately predict delivered dose
- Partner closely with mechanical engineers, electrical engineers, ultrasound engineers, transducer designers, and neuroscientists to translate research concepts into robust production systems
- We're starting with an approach that we believe can help the most people the fastest, and also allow us to learn as much about the brain as possible: developing a non-invasive, ultrasound-based device that can stimulate and image the brain at high resolution and depth.
Nice to have
- Strong first-principles understanding of engineering, physics, and signal processing.
- Experience writing production-level code (Python preferred)
- A degree in Computer Science or similar engineering discipline
- You do not need prior experience with ultrasound or neuroscience
- ideally, you will have solved problems involving messy real-world sensors
- High integrity and strong professional judgement
Benefits
- Help shape the long-term ML roadmap as we apply machine learning in a domain where it has not traditionally been used
- This is a vertically integrated effort building cutting-edge hardware, software, and research capabilities to create products that can benefit millions - and eventually billions - of people.
- As a Machine Learning Lead at Nudge, you will drive the development of next-generation ML and imaging systems at the intersection of ultrasound, signal processing, and neuroscience.
Company info
- We are looking for engineers with at least 3 years of industry experience.
- At Nudge, our mission is to develop the best technology for interfacing with the brain to improve people's lives.
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