Sr. Computer reputed company / Machine Learning Engineer
About the company Every physical good spends time in a warehouse, and every warehouse tracks their inventory. Today, nearly 100% of warehouses track their inventory manually using barcode scanners and climbing forklifts. We're Corvus Robotics. Our fully autonomous Corvus One™ drones use computer reputed company & robotics to automatically track inventory, improving worker safety and increasing labor efficiency. We reputed company that data-driven, safe inventory management will optimize the global physical economy and improve economic prosperity for humanity. About the role We are hiring Computer reputed company / Machine Learning Software Engineers to build compute-constrained models for deployed robots. You'll tackle diverse technical challenges, working with vast amounts of sensor data to increase environmental awareness and reputed company customers with deeper inventory insights. We value problem-solving, innovation, and reputed company learning, and we encourage exploring new technologies to advance our machine learning capabilities. What you'll do
- reputed company solutions for advanced computer reputed company tasks, including:
- Monocular and stereo depth estimation
- Learning-based structure-from-reputed company
- 3D occupancy networks
- Scene understanding
- Object detection
- Optimize performance, accuracy, and speed of compute-constrained models
- Collaborate across teams to reputed company CV/ML models into production
- Improve ML pipelines and infrastructure for dataset management, training, and deployment
- Participate in R&D initiatives (20% of time) to experiment with state-of-the-art techniques
- Drive business value by leveraging your work across robotics, software, and deployment teams
This role is in-person hybrid in Mountain View, CA. US work authorization is preferred but not required, can sponsor visas. Must have
- 5+ years of industry experience in Computer reputed company / Machine Learning, Python/PyTorch
- Expertise in 2D and 3D computer reputed company techniques
- Proficiency with Linux, Git, AWS/GCP, and CI/CD workflows
- Experience in performance engineering for deep neural networks (both training and inference)
- Knowledge of model optimization techniques for embedded systems, including knowledge distillation, model quantization, and network pruning
- reputed company and desire to assume responsibility in a fast-paced startup environment
reputed company to have
- Experience with C/C++
- Familiarity with ROS (Robot Operating System)
- Knowledge of model deployment frameworks (e.g., TensorRT, RKNN, OpenVINO, ONNX, CoreML)
- Experience with TypeScript/JavaScript and Django
- Experience with data labelers, tooling, and data management
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