Perception & State Estimation ML Engineer

PassFort; Cambridge (MA); Hybrid; USD 90,000 - 120,000; Full time

Job summary

PassFort is seeking a Machine Learning Engineer in Cambridge to join the Perception Team. This hybrid role involves designing algorithms that transform sensor data into a symbolic world model.

Ideal candidates have strong knowledge in probabilistic machine learning and practical experience with sensor fusion techniques, coding in Python and C++. Join us in building innovative solutions for robotic systems!

Qualifications

• Experience with probabilistic machine learning, including Bayesian inference and state estimation.
• Experience in using modern ML frameworks and computer vision libraries with sensor data.
• Hands-on experience in sensor fusion and real-world robotic systems.

Responsibilities

• Design and implement algorithms for multi-sensor fusion.
• Build models for object detection and classification.
• Develop the Knowledge Manager for logical relationships.

Skills

Probabilistic machine learning

Sensor fusion techniques

Python programming

C++ programming

Computer vision libraries (OpenCV)

Tools

PyTorch

Robot Operating System (ROS 2)

Job description

PassFort is seeking a Machine Learning Engineer in Cambridge to join the Perception Team. This hybrid role involves designing algorithms that transform sensor data into a symbolic world model.

Ideal candidates have strong knowledge in probabilistic machine learning and practical experience with sensor fusion techniques, coding in Python and C++. Join us in building innovative solutions for robotic systems!