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Autonomous Driving VLA Agent Developer at 42dot - ApplyBlast

Autonomous Driving VLA Agent Developer

42dot

7 days ago

3.9 on Glassdoor

Remote

Full Time

Medior

0 applicants

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About this role

This role focuses on automating the evaluation cycle for autonomous driving models using LLM/VLM-based agents and tool calling. The position involves designing agent reasoning loops, developing multi-step evaluation workflows, and integrating agent-generated labels into a closed-loop evaluation pipeline. The goal is to reduce repetitive evaluation tasks and accelerate model improvements by connecting evaluation results to model enhancements.

Responsibilities

Design agent reasoning loops and execution structures for VLM tool calling
Develop agent workflows for multi-step driving evaluation and failure triage
Generate and improve structured pseudo-labels for driving decisions and causal factors

Skills

About 42dot

42dot.ai

Headquarters

성남시 수정구, 경기도, South Korea

Company Size

501-1000 employees

Founded

2019

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42dot is the global software center of Hyundai Motor Group, leading the group's transformation toward Software-Defined Vehicles (SDV) through advanced software and AI technologies. The company develops core SDV components including E/E architecture, Vehicle OS, and infotainment systems, alongside AI solutions such as Autonomous Driving AI, Agentic AI (Gleo AI), and Fleet AI. 42dot drives innovation across the mobility ecosystem by integrating software and AI to redefine the future of transportation.