Wing

Staff Machine Learning Engineer, Simulation

Wing
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3 months ago
Palo Alto, CA, USAStaff+
H1B sponsor

Base Salary

$274k - $292k/yr

Responsibilities

  • Lead the design, development, and deployment of world models and generative systems for realistic and controllable sensor generation in large-scale autonomous-system simulation.
  • Develop generative pipelines for high-fidelity synthetic datasets using multimodal models, diffusion techniques, and world models.
  • Partner with research teams across Alphabet to integrate advanced modeling techniques.
  • Lead sim-to-real efforts using domain adaptation and transfer learning to match simulated behavior with physical on-vehicle systems.
  • Apply VLMs to improve the understanding and controllability of world simulation products.
  • Shape organization-wide AI infrastructure, workflow management for large-scale training, foundational AI initiatives, testing frameworks, and ML model evaluation.

Requirements

  • 12+ years of experience developing and designing machine learning applications, autonomous systems, or simulation platforms.
  • B.S., M.S., or Ph.D. in Computer Science, Machine Learning, Robotics, or a related field, or equivalent practical experience.
  • Demonstrated ability to lead significant, complex ML projects from research through production-ready solutions.
  • Deep expertise in 3D world modeling or 3D computer vision.
  • Familiarity with 3D reconstruction and rendering techniques such as 3D Gaussian Splatting.
  • In-depth knowledge of generative AI, predictive world models, autoregressive models, or self-supervised learning from multimodal sensor streams.
  • Hands-on experience with sim-to-real transfer, domain adaptation, and world models.
  • Experience developing testing frameworks and evaluating ML models for edge cases and rare events in complex systems.

Benefits

  • Hybrid work arrangement based in Palo Alto.
  • Full-time position with bonus, equity, and benefits.

Categories

Wing

About Wing

51-200 employees

Wing designs, builds, and operates autonomous delivery drones that move small packages from businesses to homes, integrating with retailers and logistics networks for last‑mile delivery. It offers drone delivery services in the U.S. and Australia and provides the aircraft, operations, and software platform. Wing originated at X (Alphabet’s moonshot factory) and is a subsidiary of Alphabet, giving it access to substantial resources and large-scale partners.

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