Qureos Mentor

Hike Medical

<div>The Role 
As a Senior Machine Learning Engineer, you will bridge the gap between raw computer vision and physical, 3D-printed reality. You will own the pipeline that translates a smartphone video into a high-fidelity, CAD-compatible 3D reconstruction of human anatomy. 
What You&rsquo;ll Work On<ul><li>
3D Reconstruction &amp; Generation: Develop and deploy SOTA models for 3D human body part reconstruction (SDFs, NeRFs, Gaussian Splatting, or Mesh-based approaches) from videos.</li><li>
Deep Learning: Architect pipelines that handle non-Euclidean data to extract precise clinical measurements from noisy real-world scans.</li><li>
CAD Integration: Bridge the gap between AI inference and parametric CAD modeling for automated 3D printing preparation.</li><li>
Rapid Prototyping &amp; Continual Learning: You should be used to keeping up to date on latest advances and quickly implementing these advancements into our systems.</li><li>
Production ML: Work with our engineering team to deploy models into our AWS/serverless environment, ensuring clinical-grade accuracy at scale.</li></ul> 
Ideal Candidate Profile 
Technical Requirements<ul><li>
PhD in Machine Learning, Computer Graphics, Geometry Processing, or a related field, or equivalent experience.</li><li>
Deep expertise in 3D representations (Meshes, Point Clouds, Voxels, SDFs) and their respective computational tradeoffs.</li><li>
Proven track record in Generative Vision, 3D Reconstruction, or related topics.</li><li>
Strong proficiency in Python and PyTorch.</li><li>
Experience in CAD and computational geometry is a big plus.</li><li>
Experience with ML infrastructure in AWS (SageMaker, Lambda, etc) and model deployment is a plus.</li><li>
Experience in Biomedical AI or Biomechanics (e.g., modeling joint movement or tissue) is highly valued but not required.</li></ul> 
Helpful Characteristics<ul><li>
Fast Iteration Mindset: Willingness to move fast, iterate confidently in ambiguous tasks and deliver results from imprecise instructions or requirements.</li><li>
Product Minded: Our AI team communicates the art of the possible. Having a good eye for high-value product opportunities is a major plus.</li><li>
Polymathic: You can discuss loss functions with researchers, API latency with engineers, and 3D printing constraints with manufacturing.</li><li>
Strong Communicator: You clearly explain your ideas, challenge assumptions, and collaborate across engineering, AI, and product teams.</li><li>
Mission-Driven: You want to build technology that helps people walk without pain and revolutionize the future of orthopaedic care.</li><li>
Thrives in Collaboration: You push back, ask tough questions, and elevate the team.</li></ul></div>

Senior Machine Learning Engineer

Join Hike Medical and explore 1   exciting career opportunities. They're hiring for various roles with options for remote or on-site work. Apply today and become part of their innovative team.

Hike Medical

About Company

Senior Machine Learning Engineer