Staff Research Engineer
3 weeks ago
Are you a highly skilled researcher with a strong background in developing and implementing Large Language Models (LLMs)? Do you have a passion for advancing drug discovery efforts through the integration of generative AI?
Cubiq Recruitment is seeking a talented Staff Research Engineer to join a highly skilled team in a leading pharmaceutical research and development company. As a Staff Research Engineer, you will play a crucial role in advancing drug discovery efforts by researching and developing LLMs, and integrating generative AI into the product portfolio.
Key Responsibilities:
- Conduct research to advance the understanding and application of LLMs in drug discovery.
- Develop and optimize LLM models to generate novel molecular structures based on existing compounds and known drug properties.
- Collaborate with cross-functional teams to identify product requirements and develop innovative solutions.
- Implement and refine generative AI algorithms and techniques to enhance drug discovery processes.
- Stay up-to-date with the latest advancements in LLM research and generative AI and apply them to improve our products.
- Analyze and interpret complex data sets to extract meaningful insights and drive decision-making.
- Collaborate with internal and external stakeholders to develop and execute research projects.
- Document research findings, methodologies, and experiments for internal and external dissemination.
- Contribute to the intellectual property portfolio of the company through patent filings and publications.
- Mentor junior team members and provide technical guidance and support as needed.
Requirements:
- Computer Science, Artificial Intelligence, or a related field (Physics, Mathematics, etc.)
- Strong expertise in developing, scaling, and implementing LLM models.
- Proficiency in programming languages such as Python, TensorFlow, and PyTorch.
- Solid understanding of generative AI techniques, including GANs, VAEs, and reinforcement learning.
- Experience with deep learning frameworks and libraries, such as TensorFlow, Keras, and PyTorch.
- Proven track record of conducting research and delivering innovative solutions in a research or industry setting.
- Strong analytical and problem-solving skills, with the ability to work with large datasets and complex algorithms.
- Excellent written and verbal communication skills, with the ability to effectively present research findings to technical and non-technical audiences.
- Ability to work collaboratively in a fast-paced, interdisciplinary team environment.
- Strong publication record and experience with patent filings is a plus.
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