Job Description

Title: Machine Learning Engineer

Location: Fremont, CA - 5 Days Onsite/Week

Job Description:

• Serve as a member of the factory software machine learning and computer vision team.
• Design, develop and implement critical machine learning models that operate on our factory and warehouse environments.
• Take ambiguous problem statements and build end-to-end models using a variety of techniques and tools like supervised learning, convolutional neural networks, Pytorch, Pandas, etc.
• Work closely with partners in production, process, controls, quality, etc. to build solutions for the hardest problems faced in our operations.
• Will take ownership of models in production and ensure there is proper alerting systems in place to rapidly deal with any issues that occur.
• Must be able to clean and deal with diverse and heterogeneous data sets that combine many modalities like images, multi-spectral sensor outputs, voice, text, and tabular data.

Minimum Requirements:

• In-depth knowledge of Python for high-performance data-intensive applications.
• Familiarity with at least one modern deep learning framework (Pytorch, Jax, Tensorflow, etc.)
• Expertise in one or more areas like computer vision, large language models, recommender systems, or operations research.
• Foundational knowledge of statistics for comparing models and assessing solution feasibility and performance.
• Real-world experience deploying and maintaining production machine learning use-cases.
• Passion for clean code and sustainable modular code for taking research ideas into production.

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