Design and develop large - scale probabilistic flood hazard models at Verisk. Collaborate with experts to deliver flood risk assessment solutions across various geographies.
About the role
- Research Engineer at HPE Labs pushing AI boundaries through generative models and algorithms. Collaborating across teams to drive innovation in high-performance AI research.
Responsibilities
- Conduct high-quality research in generative AI, including designing algorithms for multimodal data.
- Design, implement, and validate new algorithms and models for augmented LLMs, pushing the boundaries of AI capabilities.
- Develop prototypes and proof-of-concept implementations to demonstrate research findings.
- Collaborate with cross-functional teams to apply research findings to develop new products or enhance existing ones.
- Publish research papers in top-tier journals and conferences to share findings with the broader scientific community.
- Mentor junior researchers and engineers to foster a culture of knowledge sharing and collaboration.
Requirements
- PhD in Computer Science, Artificial Intelligence, Machine Learning, Physics, Mathematics, or related fields.
- 3+ years working experience with training and fine-tuning generative AI models including LLMs, diffusion models, or Energy-Based Models.
- Experience with test-time compute techniques, such as chain-of-thoughts, self-consistency, or reinforcement learning based verifiers.
- Proven track record of research in generative models through first tier publications, patents, or publicly available projects.
- Proficiency in programming languages commonly used in AI research, such as Python, and experience with AI/ML frameworks (e.g., TensorFlow, PyTorch).
- Deep understanding of machine learning algorithms and principles, especially in the context of generative AI.
- Strong mathematical background, skills in areas such as statistics, probability, linear algebra.
- Creative and analytical thinking abilities, with a passion for solving complex problems.
- Excellent communication skills, capable of conveying complex ideas clearly.
Benefits
- Health & Wellbeing: Comprehensive suite of benefits that supports physical, financial and emotional wellbeing.
- Personal & Professional Development: Specific programs catered to helping you reach any career goals you have.
- Unconditional Inclusion: We celebrate individual uniqueness and value varied backgrounds.
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