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Senior/Staff Machine Learning Engineer – Perception Offline Driving Intelligence

SpringCube

Full time - Senior Associate/ Asst Manager

Automotive

United States, Boston - Massachusetts

Published 2 weeks ago

Salary: USD10,000 - USD12,000

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Job Description

The SpringCube team curated the following job opportunity to help you in your job search. Explore the position below to find your next career move.

Company Overview
This autonomous driving technology company is focused on developing safe and efficient self-driving vehicles. Leveraging cutting-edge AI, sensor data, and large-scale infrastructure, the company builds algorithms that allow robotaxis to understand complex urban environments and navigate safely. The team emphasizes innovation, collaboration, and real-world impact, providing opportunities to work alongside world-class engineers and researchers.

Job Title: Senior/Staff Machine Learning Engineer – Perception Offline Driving Intelligence

Job Description
Responsibilities
• Lead the development of multimodal large language models (LLMs) to enhance robotaxis’ understanding of complex urban environments.
• Design effective model architectures and advanced training techniques using sensor inputs and large-scale datasets.
• Drive end-to-end ML solutions from research to production, leveraging extensive data pipelines and infrastructure.
• Collaborate with perception, planning, safety, and systems teams to integrate models into the vehicle’s decision-making pipeline.
• Validate and optimize models using real-world driving scenarios, contributing directly to safety and system reliability.

Qualifications
• MS or PhD in Computer Science, Machine Learning, or a related technical field.
• Proven experience training and deploying large language models (LLMs).
• Strong background in building and maintaining ML training pipelines, including data preprocessing, model training, and evaluation.
• Proficiency in Python and ML libraries (PyTorch, NumPy) demonstrated through professional or research projects.
• Experience working with large-scale datasets (e.g., tens of millions of videos).

Bonus Qualifications
• Publications in top-tier conferences (CVPR, ICCV, RSS, ICRA).
• Experience with autonomous robotics systems.

Disclaimer
SpringCube curates tech job listings from various company websites to support tech professionals in Singapore.

  1. No Endorsement: Job ads on SpringCube do not imply endorsement of their authenticity or quality.
  2. No Client Relationship: This company is not a client of SpringCube unless stated.
  3. To Apply: Click the “Apply” button to be redirected to the hiring company’s application page for this job.
  4. No Liability: SpringCube is not liable for inaccuracies.

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