Member of Technical Staff - Simulation Engineer
Embedding VCAbout the role
Introducing Moonlake, AI for creating world simulations.
About Moonlake
Moonlake is building the frontier of interactive world models: systems that generate, simulate, and reason over 3D environments for robotics, embodied AI, and interactive applications.
We develop the infrastructure that enables intelligent systems to learn, evaluate, and interact within realistic virtual environments before operating in the physical world.
Our work sits at the intersection of:
Robotics
Embodied AI
Interactive 3D Worlds
World Models
Simulation Infrastructure
Physical AI
Moonlake is building the next generation of AI infrastructure for interactive digital worlds. Our mission is to enable anyone to create, simulate, and interact with rich environments using natural language and multimodal inputs, turning simple ideas into worlds with structure, physics, and intelligent behavior.
Our team has raised $28M in seed funding from NVIDIA Ventures, Threshold Ventures, AIX Ventures, and notable angels including Naval Ravikant and Jeff Dean to build the foundational layer for the future of AI—powering everything from robotics training and simulation to digital twins and interactive environments.
We are looking for exceptional engineers to help build the simulation systems that will power the next generation of robotics and embodied intelligence.
The Role
We're looking for a Member of Technical Staff – Simulation Engineer to build the simulation systems and infrastructure that power robotics and embodied AI.
This role focuses on developing high-fidelity simulation environments that accurately model robot behavior, sensors, physics, and real-world interactions. You'll build the simulation infrastructure used for robot learning, evaluation, synthetic data generation, and sim-to-real transfer.
You'll collaborate closely with teams working on robotics, world models, AI systems, and simulation infrastructure.
This is a highly hands-on software engineering role for builders who enjoy solving challenging problems across robotics, simulation, physics, and distributed systems.
What You'll Do
Build Robotics Simulation Systems
Design and develop simulation environments for robotics training and evaluation
Build simulation systems supporting perception, navigation, manipulation, and embodied AI tasks
Develop scalable simulation workflows that enable rapid experimentation and robot learning
Build reusable tooling that makes simulation development efficient and reliable
Improve Sim-to-Real Transfer
Compare simulation outputs against real-world robot behavior
Model robot dynamics, sensors, contacts, and environmental interactions
Tune simulation fidelity through calibration and validation
Improve policy transfer using calibration, benchmarking, and domain randomization techniques
Support Robot Learning
Partner with robotics and AI teams to build environments for training and evaluating intelligent systems
Develop infrastructure supporting large-scale synthetic data generation
Create simulation benchmarks for evaluating robotics models
Optimize simulation environments for machine learning workflows
Build Simulation Infrastructure
Develop production-quality software supporting simulation systems
Build tools that improve simulation reliability, testing, and scalability
Improve pipelines for simulation creation, execution, and evaluation
Optimize simulation performance while maintaining physical realism
Areas of Focus
Robotics Simulation
Physics simulation
Robot dynamics
Sensor simulation
Sim-to-real transfer
Robot learning environments
Simulation Infrastructure
Synthetic data generation
Simulation tooling
Environment automation
Performance optimization
Benchmarking and validation
Robotics
Perception
Manipulation
Navigation
Embodied AI
Physical reasoning
What We're Looking For
Experience building robotics simulation systems for robotics, autonomy, embodied AI, or physical AI
Experience with robotics simula
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