Researcher in Natural Language Processing and Code Generation

Vor 6 Tagen


Zürich, Zürich, Schweiz web3-resources Vollzeit

web3-resources is a leader in innovative technologies, with a focus on large language models (LLMs). We are hiring a Senior Artificial Intelligence Specialist to join our team and contribute to the development of cutting-edge LLM-based solutions. This role offers a unique chance to work on diverse projects, from post-training and optimization to integration with retrieval-augmented generation (RAG) and multi-agent architectures.

Responsibilities:
  • LML Training Dataset Design: Design and prepare high-quality training datasets for LLMs, focusing on various tasks like instruction following, question answering, and code generation.
  • Pipeline Optimization: Optimize the integration of curated content into fine-tuning pipelines, improving overall performance and efficiency.
  • Knowledge Worker Instructions: Develop detailed instructions for knowledge workers to create LLM training data, including code, text, prompts, and dialogues, as well as validate synthetic data processes.
  • LMM Performance Evaluation: Evaluate LLM performance systematically and benchmark, identifying areas for improvement and optimization.
  • RAG Engine Development: Refine retrieval-augmented generation (RAG) engines, leveraging expertise in machine learning and software engineering.
  • Multi-Agent Architecture: Develop multi-agent architectures and prompt engineering, exploring new trends and research directions in LLMs under guidance.
  • Code Implementation: Implement LLM components and integrations in high-quality code, adhering to best practices and documentation standards.

This position requires a strong background in machine learning frameworks, Python programming, and analytical problem-solving skills. If you are passionate about advancing the field of LLMs and working with experienced professionals, please consider this opportunity.



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