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4 дня назад

Perception & Mapping Intern (Autonomous Vehicles)

52 - 58$
Формат работы
hybrid
Тип работы
fulltime
Грейд
trainee
Английский
b2
Страна
US
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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Описание вакансии

Текст:
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TL;DR
Perception & Mapping Intern (Autonomous Vehicles): Developing perception and mapping models for autonomous vehicles using camera, radar, and lidar data with an accent on object detection, tracking, sensor fusion, semantic segmentation, and ML-based mapping. Focus on training and debugging deep learning models, analyzing false positives and misclassifications, and building end-to-end systems across large-scale data pipelines.

Location: Mountain View, San Francisco, or Pittsburgh, United States; workplace type listed as remote, with an expectation to work from the office at least 3 days per week.

Salary: $52–$65 per hour depending on location and whether the intern is pursuing a master's or doctoral degree.

Company

hirify.global develops self-driving technology for safer, more efficient, and accessible mobility and logistics.

What you will do

  • Develop onboard and/or offboard perception or mapping models to improve autonomous vehicle performance.
  • Process camera, radar, and lidar data to detect and track objects, actors, signs, traffic lights, and hazards.
  • Analyze system deficiencies, identify root causes, and help resolve false positives, false negatives, and misclassifications.
  • Work with large real-world datasets across training, evaluation, visualization, and debugging pipelines.
  • Partner with full-time engineers on the next generation of perception and mapping systems.

Requirements

  • Currently pursuing a master's or PhD in Computer Science, Robotics, Electrical Engineering, or a related field.
  • Strong machine learning and computer vision fundamentals.
  • Hands-on deep learning experience with PyTorch or a comparable framework, including model training and debugging.
  • Proficiency in Python and C++.
  • Comfort working with large datasets across training, evaluation, and debugging pipelines.
  • Experience building and training a perception or mapping model end-to-end, rather than only fine-tuning an existing backbone.

Nice to have

  • Experience with vision-language models or other pretrained foundation models.
  • Prior publication record at a top-tier venue.
  • Knowledge of object tracking, Kalman filtering, or Hidden Markov models.

Culture & Benefits

  • In-person collaboration is emphasized, with office attendance expected at least 3 days per week and up to 5 days for some roles.
  • Work is guided by integrity, ambitious goals, collaboration, safety, and inclusion.
  • Reasonable accommodations are available for qualified individuals with disabilities and disabled veterans.
  • California applicants are subject to hirify.global's California Employment Privacy Policy.

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