Senior Forward Deployed Engineer (Robotics Data Direction) - Data & Simulation

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AI Summary

Bridge the gap between Maxinsights' robotics foundation model data engine and global Embodied AI teams by defining high-precision dataset specifications, orchestrating large-scale multimodal simulation data production, and ensuring seamless data-to-model performance alignment. Focus on data governance, quality control, and iterative validation to accelerate robotic learning generalizability. Requires Python proficiency, data engineering expertise, and strong spatial/motion geometry knowledge.

Key Highlights

100% data- and software-driven role with no physical hardware deployment

Define high-precision dataset specifications for Embodied AI and World Model R&D teams

Orchestrate large-scale multimodal simulation data production using Isaac Sim, MuJoCo, and generative world models

Key Responsibilities

Translate complex client requirements into high-precision dataset specifications, defining data dimensions, sensor parameters, and metadata formats

Plan and organize dataset distribution to ensure generalizability, covering routine and corner-case scenarios for Out-Of-Distribution conditions

Orchestrate large-scale data synthesis pipelines using Maxinsights' 3D simulation engines (e.g., Isaac Sim, MuJoCo) and generative world models

Develop automated scripts for data curation, quality governance, and validation of tens of millions of data frames across dimensions

Oversee final dataset packaging in formats like MCAP, HDF5, or LeRobot for seamless ingestion into training pipelines

Establish closed-loop feedback mechanisms to evaluate data efficacy during client model training and drive continuous improvements

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Technical Skills Required

Python Data Engineering 3D Spatial Mathematics

Benefits & Perks

OPT/H1B Visa sponsorship

Health insurance

401(k)

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Nice to Have

Hands-on experience with physics simulators like Isaac Sim, MuJoCo, or PyBullet

Background in autonomous driving/robotics perception, planning, or Embodied AI foundation models (e.g., VLA, RT-2)

Fluency in Mandarin Chinese and English for cross-team communication

Job Description

Job Overview

As a Forward Deployed Engineer (FDE - Robotics Data Direction), you will serve as the technical bridge connecting our world-leading robotics foundation model data engine with top-tier Embodied AI and World Model R&D teams globally.

While traditional FDE roles typically focus on on-site physical hardware installation and driver debugging, our technology at Maxinsights has achieved a high degree of data streaming and simulation. This role is 100% data- and software-driven, involving absolutely no on-site physical hardware deployment or mechanical debugging.

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