Tri-global Solutions Group Inc.

Research Scientist, Computer Vision – Learning From Videos

Tri-global Solutions Group Inc.

full-time

Posted on:

Location Type: Hybrid

Location: Los Altos • California • 🇺🇸 United States

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Salary

💰 $176,000 - $264,000 per year

Job Level

Mid-LevelSenior

Tech Stack

AWSPythonPyTorchUnix

About the role

  • Conduct high-reaching research that solves problems of high value and validates them in well established benchmarks and systems.
  • Push the boundaries of knowledge and the state of the art in ML areas, including simulation, perception, prediction, and planning for autonomous driving and robotics.
  • Partner with a multidisciplinary team including other research scientists and engineers across the CV team, TRI, Toyota, and our university partners.
  • Present results in verbal and written communications, internally, at top international venues, and via open-source contributions to the community.
  • Work closely with robotics and machine learning researchers and engineers to understand theoretical and practical needs.
  • Lead collaborations with our external research partners and mentor research interns.
  • Follow best practices producing maintainable code, both for internal use as well as for open-sourcing to the scientific community.

Requirements

  • PhD or equivalent years of experience in Machine Learning, Robotics, Computer Vision, or a related field.
  • Deep expertise in at least one key ML area among Computer Vision, Large-Scale Pre-Training, Multi-Modal Learning, World Models, 4D Reconstruction
  • Consistent record of publishing at high-impact conferences/journals (CVPR, ICLR, NeurIPS, RSS, ICRA, ICCV, ECCV, PAMI, IJCV, etc.) on the aforementioned topics.
  • Proficient at scientific Python, Unix, and a common DL framework (preferably PyTorch). Experience with distributed learning (especially on AWS) for large-scale training of foundation models is a plus.
  • You can identify, propose, and lead new research efforts, working in collaboration with other researchers and engineers to complete it from initial idea to working solution.
  • You are intrigued by large-scale challenges in ML, especially in the space of Robotics, Automated Driving, and for societal good in general.
  • You are a reliable teammate. You like to think big and go deeper. You care about openness and delivering with integrity.
Benefits
  • medical
  • dental
  • vision insurance
  • 401(k) eligibility
  • paid time off benefits (including vacation, sick time, and parental leave)
  • annual cash bonus structure

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard skills
Machine LearningRoboticsComputer VisionLarge-Scale Pre-TrainingMulti-Modal LearningWorld Models4D Reconstructionscientific PythonUnixPyTorch
Soft skills
teamworkcommunicationleadershipmentoringproblem-solvingcollaborationintegrityopennesscreativityreliability
Certifications
PhD