About Polyhedra Network

About The Role

AI Tool Proficiency Requirements

• Expert-level mastery of current AI coding and problem-solving tools
• Deep understanding of AI model capabilities and limitations
• Advanced prompt engineering and AI interaction skills
• Experience developing novel AI-assisted development workflows
• Ability to evaluate and enhance AI tool effectiveness

What You Will Do

• Design and implement AI systems for performance optimization
• Lead research projects from conception to deployment
• Collaborate with engineering teams to deploy AI solutions
• Publish research findings in top-tier conferences and journals
• Develop novel machine learning models and algorithms
• Contribute to the company's IP portfolio through patents and publications

Required Qualifications

• Ph.D. in Computer Science, AI, or related field from a top-tier university
• Strong publication record in top-tier AI conferences
• Expert knowledge of modern deep learning frameworks
• Strong software engineering skills and coding abilities
• Experience with distributed AI systems and large-scale training
• Excellent written and verbal communication skills
• Strong math capability in both linear algebra and abstract algebra

Preferred Qualifications

• Experience with reinforcement learning and neural-guided optimization
• Background in program synthesis or formal methods
• Knowledge of compiler optimization techniques
• Expertise in AI systems for performance prediction and tuning
• Experience with large-scale model training and deployment
• Track record of successful research commercialization
• ACM-ICPC Regional or World Finals medalist
• USACO (USA Computing Olympiad) Gold/Platinum award
• Top-tier algorithmic competition achievements

Technical Skills

• Deep learning frameworks (PyTorch, TensorFlow)
• Large language models and transformers
• Distributed training systems
• Code generation and analysis
• Performance optimization
• Statistical analysis and experimentation
• Research methodology
• Technical writing

Required Tools & Technologies

• Python/PyTorch/TensorFlow
• Large language models
• Distributed training frameworks
• Version control systems
• High-performance computing systems
• Code analysis tools
• Research paper writing tools

What We Offer

• Freedom to pursue novel research directions
• Competitive compensation package
• Access to substantial computing resources
• Conference attendance and publication support
• Collaboration with top researchers
• Professional development opportunities