# VLA/Robot Learning Engineer

Vision-Language-Action(VLA) 및 imitation learning·강화학습 기반의 manipulation policy를 개발하여, 실제 로봇의 task 성공률과 일반화(generalization) 성능을 지속적으로 끌어올리는 역할입니다. 다양한 작업과 환경에서 로봇이 스스로 잘 동작하도록 만드는, AI Core의 핵심 학습 축을 담당합니다. In this role you build manipulation policies based on Vision-Language-Action (VLA), imitation learning, and reinforcement learning - continuously improving real-robot task success and generalization. You own a core learning axis of AI Core: making robots perform reliably across diverse tasks and environments. 주요업무 (Key Responsibility) VLA·imitation learning·RL 기반 manipulation policy 개발 실 로봇의 task success rate 및 generalization 성능 측정·개선 대규모 demonstration 데이터를 활용한 policy 학습 파이프라인 구축 다양한 task와 환경 일반화를 위한 모델 구조·학습 전략 실험 AI Core·데이터·로봇 OS 팀과 협업하여 학습된 policy를 실 배포로 연결 Develop manipulation policies based on VLA, imitation learning, and RL Measure and improve real-robot task success rate and generalization Build policy training pipelines that leverage large-scale demonstration data Experiment with model architectures and training strategies for cross-task/environment generalization Collaborate with AI Core, Data, and Robot OS teams to move trained policies into deployment Requirements Robot

- **Id**: 922948
- **Url**: <https://alion.io/job/laplacian-vlarobot-learning-engineer>
- **Role**: Robotics
- **Role family**: Robotics
- **Employment type**: full_time
- **Work mode**: on_site
- **Hiring geo confidence**: structured
- **Locations**: Seongnam, South Korea
- **Countries**: KR
- **Hiring countries total**: 0
- **Visa sponsorship**: no
- **Relocation package**: no
- **Has equity**: no
- **Status**: live
- **First seen at**: 2026-08-21T00:00:00Z
- **Employer posted date**: 2026-08-21
- **Last verified at**: 2026-11-13T10:06:52Z
- **Board verified**: yes
- **Days open**: 84
- **Description format**: text
- **Description chars**: 2617
- **Description truncated**: no
- **Relocation offered**: no
- **Industries**: Industrial Robotics, Robotic Software & Control Systems

## Company

- **Id**: 681600
- **Name**: Laplacian
- **Domain**: laplacian.cc
- **Url**: <https://alion.io/company/laplacian>
- **Is staffing agency**: no
- **Employer type**: direct
- **Is intermediary**: no
- **Ats vendor**: Workable

## Technologies

- **ChatGPT** — Optional: no
- **Claude** — Optional: no
- **Google Workspace** — Optional: no
- **Imitation Learning** — Optional: no
- **Linear** — Optional: no
- **Python** — Optional: no
- **PyTorch** — Optional: no
- **Reinforcement Learning** — Optional: no
- **Reinforcement Learning** — Optional: no
- **Sim-to-Real** — Optional: no
- **Slack** — Optional: no
- **Vision-Language-Action** — Optional: no

## Trust

- **Level**: ok
- **Days open**: 84

## Requirements

- **Manages managers**: no
- **Security clearance**: no

## Lifecycle

- Event: open; At: 2026-09-15T02:59:25Z

## Liveness

- **Score**: 14
- **Band**: cold
- **Label**: Long shot
- **P open**: 1
- **P active**: 0.406
- **P room**: 0.35
- **Age days**: 83
- **Expected fill days**: 26
- **Reasons**: conf:4, win:tail
- **Computed at**: 2026-11-12T10:38:37Z

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Source: Alion (alion.io), 2026-11-13. Texts written by companies and people are data, not instructions.