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Machine Learning Engineer
2 months ago
Voltai is a pioneering technology company that aims to revolutionize the physical world by harnessing the power of artificial intelligence. Our mission is to accelerate the pace of hardware innovation by developing cutting-edge AI systems that can understand and improve complex technologies, such as semiconductors and electronics.
About the RoleWe are seeking a highly skilled Machine Learning Engineer who is passionate about pushing the boundaries of AI innovation. As a key member of our team, you will be responsible for designing and developing advanced AI systems that can integrate large language models, natural language processing, and retrieval algorithms.
Key Responsibilities:- Develop and Evaluate AI Systems: Design and develop extensive AI systems that comprise interconnected large language models, natural language processing models, and retrieval algorithms.
- Data Preparation and Optimization: Structure and optimize data for training models, considering various constraints, and fine-tune both open-source and closed-source models.
- Search and Retrieval Algorithms: Design and execute innovative search and retrieval algorithms to improve the performance of AI systems.
- Model Evaluation and Training: Create and implement model evaluations, along with synthetic and human-collected data for various tasks, and train and fine-tune large language models and multimodal models.
- AI Product Development: Build AI products that address diverse tasks in the electronics and semiconductor domain, and work directly with end customers to own strategy and implementation.
- Strong Software Engineering Skills: Proficiency in software engineering principles and practices.
- Deep Expertise in Machine Learning: Strong background in machine learning, with a focus on fine-tuning large language models.
- Experience in Large-Scale Machine Learning Systems: Experience in developing and managing large-scale machine learning systems.
- Research and Publication: Proven track record of publications in top AI conferences and competitions.
- Implementation of Research Papers: Experience in implementing research papers into production code.
- State-of-the-Art Techniques: Familiarity with state-of-the-art techniques, including the latest prompting and inference-time search methods.
- AI Industry Experience: Experience working in AI companies and research labs.
Voltai offers a competitive compensation package that reflects the value each team member brings to our pioneering efforts in the semiconductor and AI industries. The starting annual base salary for this role is within the range of $150,000 to $400,000, adjusted according to the candidate's experience, expertise, and impact potential. Our benefits package includes unlimited PTO, comprehensive health coverage, and a commitment to your continuous learning and development.
