Applied Researcher (AI)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Applied Researcher (AI/Robotics): Identifying failure points in state-of-the-art models and rebuilding architectures from the ground up for self-driving technology with an accent on architectural exploration and bridging the gap between academic theory and practical, scalable applications. Focus on redesigning and optimizing VLM/VLA model architectures to leverage high-performance computing environments.
Location: Hybrid; must be in office at least 3 days per week (US-based, mentions California applicants)
Company
is developing the Driver to create a safer, more efficient, and accessible future for mobility and logistics through self-driving technology.
What you will do
- Perform deep dives into VLM/VLA architectures to determine viability for specific autonomous driving problem sets.
- Act as a subject matter expert and provide technical mentorship to the engineering team.
- Translate high-level academic research and complex papers into production-ready, scalable code.
- Redesign and optimize model architectures for high-performance computing and supercomputing environments.
Requirements
- PhD in AI, Computer Science, or Robotics from a top-tier research lab.
- Deep expertise in Vision-Language Models (VLM) and Vision-Language-Action (VLA) models.
- Strong proficiency in Python.
- Proven ability to troubleshoot and resolve failure points in current SOTA model architectures.
- Must be able to work in a hybrid environment (office 3+ days per week).
Nice to have
- Strong depth of programming experience in modern C++.
Culture & Benefits
- Collaborative environment focused on winning together without "jerks".
- Hybrid work model to increase empathy and effective leadership.
- Commitment to safety and inclusion in the workplace.
- Opportunity to work with large-scale infrastructure and supercomputing environments.
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