Position: ML Engineer
Location: Fremont, CA (Onsite)
Duration: 12+ Months
Job descripiton
TECHNICAL REQUIREMENTS:
Tech Stack: Python;
Framework: FastAPI;
Architecture: REST APIs; Microservices;
EXPERIENCE EXPECTATIONS:
Year of Experience: P2 - Mid-Level | 3-5 years exp
Requirements: In-depth expertise in Python for high-performance, data-intensive applications, PyTorch, Worked on Rag models
Key Responsibilities
• Design, develop, and implement machine learning models using supervised learning techniques for design support and implementation
• Collaborate with vehicle service and energy service and software teams
• Take ownership of production models ensuring robust alerting systems for
• Work with diverse, heterogeneous datasets (text, voice, images, tabular data) to scale
• Translate ambiguous problem statements into actionable, end-to-end machine
• Follow agile development practices and maintain high standards for clean, modular, and sustainable code
Requirements
• 3-5 years in-depth expertise in Python for high-performance, data-intensive applications
• Proficiency with at least one modern deep learning framework (e.g., PyTorch, JAX, TensorFlow)
• Specialized knowledge in such areas as large language models, recommender
• Strong foundational understanding of statistics for model comparison and
• Real-world experience deploying and maintaining production machine learning
• Passion for writing clean, modular, and sustainable code to transition research
• Degree in Computer Science, Data Science, or equivalent experience
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