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2 дня назад

Senior Software Engineer, Perception ML (Autonomous Driving)

193 930 - 291 150$
Формат работы
onsite
Тип работы
fulltime
Грейд
senior
Английский
b2
Страна
US
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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Описание вакансии

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TL;DR
Senior Software Engineer, Perception ML (Autonomous Driving): Developing and improving perception models for Level 4 autonomous driving using real sensor data, 3D representations, and applied machine learning with an accent on scene understanding, cross-geography generalization, and onboard inference performance. Focus on designing architectures and losses, running controlled experiments and ablations, diagnosing model failures, and converting sensor-data analysis into targeted improvements for rare driving scenarios.

Location: Mountain View, California, United States

Salary: $193,930–$291,150 per year, plus annual performance bonus, equity, and benefits.

Company

hirify.global develops Level 4 autonomous driving technology and a universal autonomy platform for robotaxis, logistics fleets, personal vehicles, and other mobility applications.

What you will do

  • Develop and improve perception models using real sensor data, including 3D and spatial representations.
  • Own model architecture, representation choices, loss design, training, and evaluation.
  • Design controlled experiments and ablations to validate model improvements and understand model behavior.
  • Diagnose failures across modeling, supervision, training data, and optimization.
  • Improve generalization across sensor platforms, geographies, and rare driving scenarios while meeting model-quality and onboard-runtime requirements.
  • Collaborate with autonomy, ML data infrastructure, and infrastructure engineers to deliver targeted perception improvements.

Requirements

  • Bachelor’s degree in Computer Science, Robotics, Statistics, Physics, Mathematics, or another quantitative field.
  • 4+ years of industry software engineering experience.
  • Fluency in Python and familiarity with C/C++.
  • Hands-on experience developing, training, debugging, and improving machine learning models.
  • Experience in perception, or evidence of rapidly building expertise and delivering substantive machine learning results in new domains.
  • Ability to lead cross-functional technical projects from design through completion.

Nice to have

  • Experience with occupancy, 3D scene understanding, or onboard perception models.
  • Familiarity with synthetic data or autonomous driving data.

Culture & Benefits

  • Work on applied machine learning for autonomous vehicles and physical AI.
  • Annual performance bonus, equity, and a competitive benefits package.
  • Inclusive workplace focused on diversity and psychological safety.

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