Artificial Intelligence Researcher
Descrizione dell'offerta
AI Researcher
Solomei AI creates a new generation of websites, combining human creativity and advanced AI. Our platform leverages AI agents built on advanced AI technologies, enabling dynamic and effective content presentation. As we continue to grow, we're seeking talented individuals who are excited to innovate at the intersection of human creativity and artificial intelligence.
Complex Problems You’ll Be Leading
- Drive creation and strategic curation of robust datasets for fine-tuning and distilling advanced AI models, ensuring quality and real-world applicability.
- Lead the design of scalable fine-tuning and knowledge distillation pipelines for LLMs (LLaMA, Mistral, Gemma), optimizing performance and deployment.
In This Role, You Will
- Oversee data validation strategy, pipeline scalability, and quality assurance.
- Innovate and execute advanced fine-tuning and distillation techniques (LoRA, QLoRA).
- Develop rigorous experimentation frameworks to benchmark and optimize model accuracy and efficiency.
- Guide AI tool development (generative and classification).
- Collaborate closely with LPU providers to optimize model performance and deployment.
- Collaborate with product teams, ensuring alignment of model development with technical and business goals.
- Own model validation strategies for robustness and deployment readiness.
You Are a Great Fit If You Have
- PhD or extensive Master's in Computer Science, Applied Mathematics, or related fields.
- 5+ years leading large-scale data initiatives, including pipeline architecture and quality assurance.
- Expertise in fine-tuning and knowledge distillation of transformer-based models (e.g., LLaMA, Mistral, Gemma).
- Advanced proficiency with PyTorch, Hugging Face, and cloud-based deployments.
- Proven leadership and independent project management skills.