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.