Remote Staff ML Engineer, Static World Perception

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Description:

  • Stack is developing revolutionary AI and advanced autonomous systems to enhance safety, reliability, and efficiency in modern operations.
  • The Static World Perception team generates road elements that govern traffic flow for actors within the driving environment.
  • This is achieved by integrating various onboard data sources, including a priori maps, LiDAR, cameras, GPS, and other available information.
  • As a Staff Engineer or Senior Staff Engineer, you will lead the development, maintenance, and enhancement of algorithms and systems to meet online map performance standards.
  • Responsibilities include delivering state-of-the-art online and offline mapping algorithms and systems for L4 self-driving vehicles.
  • You will contribute to the technical direction of the team and broader perception organization.
  • The role involves writing robust software for real-time, resource-constrained, safety-critical applications.
  • You will drive highly cross-functional features and work streams from problem statement to delivery.
  • Proactively identifying limitations with the existing online mapping system and driving improvements is essential.
  • Strong presentation and communication skills are required to align stakeholders.
  • You will lead challenging technical topics and build consensus within the team.

Requirements:

  • Extensive experience in architecting, training, and deploying deep learning models into real-world environments is required.
  • A track record of driving applied research projects from start to completion, including conception, problem definition, experimentation, iteration, and publication or productization is necessary.
  • Experience in delivering perception/mapping solutions for real-time robotic applications is essential, with prior experience in sensor fusion and/or online mapping being highly desirable.
  • Strong experience in software engineering and machine learning algorithm design is required.
  • Fluency in Python is mandatory.
  • Experience with C++ is also required.

Benefits:

  • Stack is committed to being an equal opportunity workplace, believing that diverse teams produce the best ideas and outcomes.
  • The company is dedicated to building a culture of inclusion, entrepreneurship, and innovation across various dimensions such as gender, race, age, sexual orientation, religion, disability, and identity.
  • The position may involve compliance with U.S. national security laws and regulations, which could affect employment eligibility based on residence, U.S. person status, and/or citizenship status.
Apply now
Please, let Stack AV know you found this job on RemoteYeah . This helps us grow 🌱.
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