Machine Learning Engineer, Perception
Wing · San Francisco, CA · Yesterday
HybridEngineering$190k/yrFull-time
About the role
Wing is looking for a Machine Learning Engineer to join our Perception team. This role is hybrid based in Palo Alto, CA.
What You’ll Do
- Design & Deploy: Build and deploy highly reliable ML solutions both for the backend as well as optimized for resource-constrained, real-time environments.
- Monitor and Improve: Support and improve existing ML models and infrastructure, sharing in the team’s expertise.
- Collaborate: Partner across hardware, software, and flight-testing teams to take features from concept to production-ready flight code.
What You’ll Need
- 3+ years of experience in ML, deep learning, or computer vision, ideally within robotics or autonomous systems.
- MS degree in Computer Science, Robotics, Aerospace, Mechanical Engineering or 2 years of experience working on problems involving above mentioned skills in a directly related field.
- Excellent software design and implementation skills.
- Proficiency in Python and/or C++.
- Hands-on experience with JAX, PyTorch, or TensorFlow, building training/inference/validation pipelines.
- Familiarity with modern CV architectures (CNNs, Transformers, etc.).
- Domain Expertise: Hands on experience in one or more of the following domains:
- Multi-view Geometry & 3D Reconstruction.
- Monocular or Stereo Depth Estimation.
- Object detection, localization, Semantic Segmentation.
- Local and global image features.
- Vision foundation models, VLMs, VLAs.