Physical AI Engineer developing ML algorithms for autonomous driving at 42dot. Collaborating with senior engineers on innovative AI solutions for future mobility.
Responsibilities
자율주행을 위한 미래 경로 예측 및 행동 예측 머신러닝 모델 개발 보조
Perception, Decision-making, Motion Planning 관련 ML 모델의 구현, 실험, 성능 개선 주행 데이터 수집, 전처리, 분석 및 학습 데이터셋 구성
지도학습, 강화학습, 모방학습 기반 알고리즘의 실험 및 적용
학습된 모델의 성능 평가 및 개선을 위한 실험 설계
차량 소프트웨어 스택과 연동되는 ML 모델 테스트 및 디버깅 지원
시니어 엔지니어와 협업하여 머신러닝 개발 프로세스 및 베스트 프랙티스 학습
Requirements
컴퓨터공학, 머신러닝, 인공지능, 로보틱스 등 관련 전공 석사 또는 박사 학위(졸업 예정자 지원 가능)
머신러닝 및 딥러닝 기본 이론에 대한 이해(예: CNN, RNN, Transformer 등)
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