Oligo

Senior AI Engineer

Hawthorne. Posted 4 months ago

The role

You will lead the advancement of core algorithms for generative design, simulation-aware geometry creation, and process acceleration. You will develop foundation models, agentic VLM frameworks, and reinforcement learning models to automate spacecraft design.

What you will do

  • Develop and maintain foundation models with strong spatial reasoning capability
  • Design complex self-supervised and low-data/low-fidelity model training schemes
  • Develop and deploy automation tooling using classical and learning-based methods
  • Develop and deploy agentic VLM frameworks to parse technical documents and specs
  • Build and train models using reinforcement learning to explore design spaces
  • Interface with physical simulation tools and CAD environments
  • Collaborate daily with engineers building real hardware

Required qualifications

  • Master’s degree or higher in Computer Science, ML/AI, or a related technical field
  • Significant experience in ML/AI through academic or industry research, personal projects, or internships beyond coursework
  • Significant experience in classical algorithm development through academic or industry research, personal projects, or internships beyond coursework
  • 4+ years of experience building advanced ML/AI systems
  • Strong proficiency in Python (specifically PyTorch and other standard Python libraries), C++, and C#
  • Ability to think clearly about tradeoffs between simulation fidelity, inference speed, and manufacturability

Nice to have

  • Experience working with physics-informed deep learning models and PDE-grounded neural networks
  • Experience working with and adapting enterprise software outside of API usage
  • Hands-on ability to prototype, build, and debug hardware systems
  • Prior experience working in the aerospace industry
  • Familiarity with spacecraft concepts, astrodynamics, or control systems
  • Familiarity with data/differential privacy methods for deep learning

Benefits

  • Equity
  • Unlimited PTO
  • Medical (Platinum coverage)
  • Vision Insurance
  • Dental Insurance
  • Catering provided on-site everyday

About the company

Oligo is building a manufacturing-in-the-loop foundation model to automate spacecraft design and production worldwide. The team consists of ex-MIT, Harvard, and NASA JPL members.

Senior AI Engineer at Oligo | JobZoey