Machine Learning Researcher

Seeking an Innovative ML Research Scientist to Transform Semiconductor & Electronics Technology!

About Us

Our mission is to revolutionize the physical world by advancing technologies that enhance hardware innovation. We focus on developing models that effectively handle the complexities of semiconductors and electronics.

About the Role

We are on the lookout for a Research Scientist who embraces unconventional ideas and thrives in a fast-paced environment. Your primary focus will be on conducting pioneering research and building AI systems that provide deep insights and foster innovation in the semiconductor and electronics sectors.

Key Responsibilities

• Lead groundbreaking research initiatives in machine learning and AI, emphasizing multi-modal integration.
• Design, develop, and enhance large language models (LLMs) and multi-modal models (MMMs).
• Investigate and implement state-of-the-art neural network architectures, including specialized models.
• Construct models to effectively tackle complex reasoning tasks and graph-related challenges.
• Analyze and optimize systems that incorporate LLMs, natural language processing (NLP) models, and retrieval algorithms.
• Share research contributions at major conferences and publish in respected journals.
• Generate synthetic datasets and gather insights from user interactions for various applications.

What We Are Looking For

• A strong foundation in machine learning, particularly in sequence modeling and model architecture.
• Proficiency in PyTorch, Python, and other relevant frameworks.
• Documented research experience with a solid record of publications in notable venues.
• Familiarity with pre-training and fine-tuning methodologies for large models.
• Capability to convert research ideas into practical code implementations.
• Knowledge of contemporary techniques, including prompting and search strategies.
• Experience in managing large-scale machine learning systems.
• Experience developing distributed training frameworks for AI models in high-performance computing environments.

We look forward to welcoming a visionary researcher who is ready to make a meaningful impact in the world of AI and hardware innovation!