3 months ago
Base Salary
$200k - $400k/yr
Responsibilities
- Design and develop machine learning models for complex, multi-physics manufacturing processes.
- Develop hybrid modeling approaches that combine first-principles physics with data-driven learning.
- Lead the formulation of learning-based models used for prediction and control in production-scale metal additive manufacturing systems.
- Develop methods to learn from large-scale, high-dimensional in-situ sensor data collected during printing.
- Design unsupervised and self-supervised learning techniques to correlate process signals with part quality, geometry, and performance.
- Develop models that link process parameters, geometry, and machine state to thermal and mechanical outcomes.
- Integrate learned models with physics-based simulation and digital twin frameworks.
- Contribute to the design of closed-loop control and autonomy systems that operate in real time on production hardware.
- Develop learning-based approaches for machine health monitoring, anomaly detection, and system diagnostics.
- Guide the integration of machine learning models into production software and manufacturing workflows.
- Help define research direction and technical standards for machine learning applied to physical systems within the organization.
Requirements
- 5+ years of experience in machine learning, applied research, or related technical fields, or a PhD in a relevant discipline.
- Strong foundations in machine learning applied to physical systems, modeling, or control.
- Proficiency in Python and at least one systems-level programming language (C/C++ preferred).
- Experience working with large-scale, noisy, real-world datasets.
Benefits
- Significant stock option packages.
- 100% employer-paid Medical, Dental, and Vision insurance.
- Life insurance.
- Traditional and Roth 401(k).
- Relocation assistance provided.
- Paid vacation, sick leave, and company holidays.
- Generous Paid Parental Leave and extended transition back to work for the birthing parent.
- Free daily catered lunch and dinner, and fully stocked kitchenette.
- Casual dress, flexible work hours, and regular catered team building events.