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Machine Learning Engineer

2 months ago

Palo Alto, United States Voltai Full time

About Voltai


Voltai’s mission is to re-build the physical world through developing super-intelligence to accelerate the pace of hardware innovation. Our focus is to build frontier models that could understand one of the world’s most complex technologies - semiconductor and electronics.


About the Role


We’re looking for a Machine Learning Engineer who thinks crazy ideas are normal, doesn’t take ‘No’ as an answer, and thrives on the bursts of dopamine that come with startup responsibilities.


As a Machine Learning Engineer at Voltai, your ultimate goal will be to build AI systems that deeply understand and innovate within the semiconductor and electronics domains, serving our customers 🙌.


You will be responsible for developing and evaluating advanced systems that integrate LLMs, NLP models, and retrieval algorithms. Your work will involve structuring and optimizing data for training, designing and executing innovative search and retrieval algorithms, and building AI products that address a wide range of tasks in the electronics and semiconductor fields.


Key Responsibilities:


  • Develop and evaluate extensive systems comprising interconnected LLMs, NLP models, and retrieval algorithms.
  • Structure data for training models and optimize both open-source and closed-source models, considering various constraints.
  • Design and execute innovative search and retrieval algorithms.
  • Create and implement model evaluations, along with synthetic and human-collected data for various tasks.
  • Build AI products that address diverse tasks in the electronics and semiconductor domain.
  • Train and fine-tune LLMs and MMMs, and train foundation models from scratch
  • Work directly with end customers, owning strategy and implementation


Required Skill Sets:


  • Strong software engineering skills.
  • Deep expertise in machine learning, with a focus on fine-tuning large language models.
  • Experience in developing and managing large-scale machine learning systems.
  • Proven track record of publications in top AI conferences and competitions.
  • Experience implementing research papers into production code.
  • Familiarity with state-of-the-art techniques, including the latest prompting and inference-time search methods.
  • Experience at AI companies and research labs.


Compensation Philosophy


At Voltai, we believe that exceptional work deserves exceptional rewards. Our compensation structure is designed to reflect the value each team member brings to our pioneering efforts in the semiconductor and AI industries. For this role, we anticipate the starting annual base salary to be within the range of $150,000 to $400,000, adjusted according to the candidate's experience, expertise, and impact potential. While this range provides a general guideline, the final offer may vary to ensure we align our incentives with individual contributions and the long-term success of our mission.


Our Benefits


At Voltai, we believe in taking care of our team so they can focus on pushing the boundaries of innovation. Our benefits package is designed to support your well-being and fuel your professional growth.


  • 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.