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Machine Learning Research Engineer
Voltai Com
Menlo ParkOn-site1y ago
- Employment
- Full-time
About the role
- Train foundation models from scratch that integrate multiple modalities.
- Train and fine-tune large language models (LLMs) and multi-modal models (MMMs).
- Design and implement models capable of solving discrete and continuous constraint reasoning tasks and graph-related challenges.
- Structure and optimize data for model training, ensuring high performance and efficiency.
- Create data synthetically and collect it from human interactions for diverse tasks.
- Build and optimize both open-source and proprietary models, considering various constraints.
- Design and execute innovative search and retrieval algorithms.
- Strong software engineering skills, particularly in Pytorch, Python, CUDA, and Triton.
- Deep expertise in machine learning, including sequence modeling, generative models, and model architecture.
- Experience in pre-training and fine-tuning large multi-modal models.
- Proven track record of publications in top AI conferences and competitions.
- 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.
- Unlimited PTO: Recharge when you need it, no questions asked.
- Comprehensive Health Coverage: Medical, dental, and vision insurance for you and your dependents.
- Free Meals and Snacks: Daily lunches, dinners, and snacks in the office.
- Professional Growth: We invest in your continuous learning and offer opportunities to expand your skills.
- Visa Sponsorship: We welcome global talent and provide visa sponsorship to support qualified candidates.
Perks & benefits
- Vision Insurance
- Medical Insurance
- Unlimited Vacation
- Paid Time Off
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