Company Overview Maven Robotics is building the world's leading general-purpose AI robots. We are ... Optimize real-time perception pipelines for low-latency and robust performance in dynamic ...
Company Overview Maven Robotics is building the world's leading general-purpose AI robots. We are ... Optimize real-time perception pipelines for low-latency and robust performance in dynamic ...
Company Overview Maven Robotics is building the world's leading general-purpose AI robots. We are ... Optimize real-time perception pipelines for low-latency and robust performance in dynamic ...
Company Overview Maven Robotics is building the world's leading general-purpose AI robots. We are ... Optimize real-time perception pipelines for low-latency and robust performance in dynamic ...
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Robotics Perception information
What are some common challenges faced by professionals in Robotics Perception roles when integrating perception systems with real-world robotics applications?
What is robotics perception?
What is the difference between Robotics Perception vs Robotics Software Engineer?
| Aspect | Robotics Perception | Robotics Software Engineer |
|---|---|---|
| Required Credentials | Bachelor's or Master's in Robotics, Computer Science, or related fields; experience with perception algorithms | Bachelor's or Master's in Computer Science, Software Engineering, or related; programming skills in C++, Python |
| Work Environment | Research labs, R&D departments, industry settings focused on sensor data processing | Development teams, industrial or research settings, focusing on software development for robots |
| Industry Usage | Used in autonomous vehicles, drones, and robotic systems for environment understanding | Develops the software that enables robotic functionalities, including perception modules |
Robotics Perception specialists focus on developing algorithms that interpret sensor data to understand the environment, while Robotics Software Engineers build the overall software systems that incorporate perception modules. Both roles often collaborate but differ in their core focus and skill sets.
What are the key skills and qualifications needed to thrive as a Robotics Perception Engineer, and why are they important?
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Full-time
Posted 5 days ago
Job description
Maven Robotics is building the world's leading general-purpose AI robots.
We are currently operating in stealth and are growing the world's best team in AI robotics. We are looking for self-starters that are the world's best in their field, who can innovate from a deep understanding of the fundamentals, and who share our values of unwavering truth seeking and integrity, humility, curiosity, and relentless determination.
Role Description
We are looking to recruit an exceptional Machine Learning Engineer - Robot Perception to design, implement, test, and deploy robot perception algorithms that power our robots' ability to understand and interact with the world.
In this role you will:
- Develop, train, and deploy ML-based perception algorithms for object detection, pose estimation, tracking, and scene understanding.
- Integrate sensor fusion techniques using cameras, depth sensors, IMUs, and tactile feedback.
- Optimize real-time perception pipelines for low-latency and robust performance in dynamic environments.
- Work closely with hardware engineers to design sensor configurations and optimize perception models for onboard deployment.
- Contribute to our broader AI and autonomy stack, ensuring seamless integration with reasoning, manipulation, planning and control.
- Collaborate across disciplines to ensure seamless integration of ML models and provide technical mentorship to junior engineers.
Must-have:
- MS or PhD in machine learning, computer science, robotics, or a related field.
- Strong background in computer vision, deep learning, and sensor fusion.
- Proficiency in Python and C++, with experience in frameworks like PyTorch, TensorFlow, OpenCV, and ROS.
- Hands-on experience with real-world robotics perception systems (e.g., SLAM, 3D reconstruction, multimodal perception).
- Experience working with hardware, including setting up and calibrating cameras, LiDAR, and other sensors.
- Experience with data collection, preprocessing, and management in the context of training ML models.
- Self-starter attitude with strong ability to identify problems, prioritize them, then plan and execute working solutions.
- Enthusiasm for working in a fast paced startup environment and eagerness to support the team on a variety of topics.
Nice-to-have:
- Familiarity with robotic simulation environments (e.g., Gazebo, MuJoCo) and experience in sim-to-real transfer.
- Experience in:
- Developing models that can handle noisy, incomplete, or sparse data.
- Deployment of ML models to edge devices for real-time inference (e.g., NVIDIA Jetson).
- Accelerating ML training processes using GPU, TPU, or other HW accelerators.
- General knowledge of robotics principles, including kinematics, dynamics, and control.