Voltai · 3 days ago
Machine Learning Research Scientist
Palo Alto, CA
Full-time
Onsite
Senior Level
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Responsibilities
Conduct original research in machine learning and AI with a focus on models that integrate multiple modalities.
Develop, train, and fine-tune large language models (LLMs) and multi-modal models (MMMs).
Explore and scale trillion-parameter neural networks, along with smaller, specialized models.
Design and implement models capable of solving discrete and continuous constraint reasoning tasks and graph-related challenges.
Develop and evaluate interconnected systems comprising LLMs, NLP models, and retrieval algorithms.
Publish research findings in top AI conferences and journals, contributing to the academic and industry community.
Collaborate with cross-functional teams to translate research outcomes into practical applications.
Innovate and create data synthetically and collect it from human interactions for diverse tasks.
Lead efforts in optimizing both open-source and proprietary models, considering various constraints.
Qualification
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Required
Strong background in machine learning, including sequence modeling, generative models, and model architecture.
Expertise in Pytorch, Python, CUDA, and Triton.
Proven research experience with a strong publication record in top AI conferences and journals.
Deep understanding of pre-training and fine-tuning large multi-modal models.
Experience implementing research papers into production code.
Familiarity with the latest state-of-the-art techniques, including prompting and inference-time search methods.
Experience in developing and managing large-scale machine learning systems.
Proficiency in configuring and optimizing hardware and operating systems for maximum performance.
Experience building distributed training systems for AI models in high-performance computing (HPC) clusters.
Benefits
Unlimited PTO: We trust you to manage your time and know when you need a break. Recharge when you need it, no questions asked.
Comprehensive Health Coverage: Your health matters. We offer top-tier medical and dental insurance to keep you and your loved ones covered.
Commitment to Your Growth: At Voltai, we’re dedicated to your continuous learning and development. Whether it’s through challenging projects or opportunities for professional advancement, we invest in your journey to becoming a leader in your field.
Visa Sponsorship: We support international talent and offer visa sponsorship to help you join our team, no matter where you are in the world.
Company
Voltai
AI models for electronics
11-50 employees
Funding
Current Stage
Early StageCompany data provided by crunchbase
