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Autonomous Vehicles, Logistics, Artificial Intelligence, Robotics

Senior Machine Learning Engineer, Static World

RemoteRemoteFull TimeSeniorPosted 1 month ago

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Required skills

  • transformers
  • diffusion
  • flow
  • Python
  • C++
  • Deep Learning
  • Machine Learning
  • Generative AI
  • real-time
  • safety-critical

Nice to have

  • Sensor Fusion
  • Online Mapping
  • a priori maps
  • LiDAR
  • cameras
  • GPS

Role summary

The Static World Perception team is seeking a Senior Machine Learning Engineer to develop and enhance algorithms for L4 self-driving vehicles. This role involves creating road elements for traffic flow using various data sources and building state-of-the-art perception and generative AI systems. Responsibilities include writing robust, real-time software for safety-critical applications, driving features from conception to delivery, and improving existing online mapping systems. The ideal candidate will have experience architecting, training, and deploying deep learning models, a track record in applied research, and fluency in Python and C++.

About Stack:

Stack is developing revolutionary AI and advanced autonomous systems designed to enhance safety, reliability, and efficiency of modern operations. Stack's autonomous technology incorporates cutting-edge advancements in artificial intelligence, robotics, machine learning, and cloud technologies, empowering us to create innovative solutions that address the needs and challenges of the dynamic trucking transportation industry. With decades of experience creating and deploying real world systems for demanding environments, the Stack team is dedicated to developing an autonomous solution ecosystem tailored to the trucking industry's unique demands.

If you are an Internal Candidate, please apply via our Internal Job Board.

About the Role:

The Static World Perception team is responsible for generating the 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 Senior Engineer, you will contribute to the development, maintenance, and enhancement of algorithms and systems to ensure the required performance of the online map standards are met.

Responsibilities:

  • Work in the team to deliver state-of-the-art online and offline perception and generative AI algorithms and systems for L4 self-driving vehicles.
  • Write robust software for real-time, resource-constrained, safety-critical applications.
  • Drive features and work streams from problem statement to delivery.
  • Proactively identify limitations with the existing online mapping system and drive improvements.
  • Align internal stakeholders with strong presentation and communication skills.
  • Build consensus and execute on team priorities.

    • Qualifications:

  • Experience architecting, training, and deploying deep learning models (transformers or diffusion or flow) into real-world environments.
  • Track record of driving applied research projects from start to completion, including conception, problem definition, experimentation, iteration, and finally publication or productization.
  • Experience in software engineering and machine learning algorithm design.
  • Prior experience in sensor fusion and/or online mapping is highly desirable.
  • Fluency in Python.
  • Experience with C++.

    • #LI-VJ1

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    Please Note: Pursuant to its business activities and use of technology, Stack AV complies with all applicable U.S. national security laws, regulations, and administrative requirements, which can restrict Stack AV’s ability to employ certain persons in certain positions pursuant to a range of national security-related requirements. As such, this position may be contingent upon Stack AV verifying a candidate’s residence, U.S. person status, and/or citizenship status. This position may also involve working with software and technologies subject to U.S. export control regulations. Under these regulations, it may be necessary for Stack AV to obtain a U.S. government export license prior to releasing its technologies to certain persons. If Stack AV determines that a candidate’s residence, U.S. person status, and/or citizenship status will require a license, prohibit the candidate from working in this position, or otherwise be subject to national security-related restrictions, Stack AV expressly reserves the right to either consider the candidate for a different position that is not subject to such restrictions, on whatever terms and conditions Stack AV shall establish in its sole discretion, or, in the alternative, decline to move forward with the candidate’s application.

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