AI Innovation Lead

2 semanas atrás

Brasil beBeeData Tempo inteiro US$10.000 - US$25.000

AI Innovation Lead

About the Role:

We seek an accomplished Data Scientist to spearhead the development of cutting-edge AI solutions that fuel advanced research, analytical reasoning, and strategic decision-making.

You will lead the creation of intelligent tools that extract and synthesize insights from complex, unstructured data using large language models (LLMs), retrieval-augmented generation (RAG) systems, and Graph-RAG architectures.

Key Responsibilities:
  • Data Science Leadership: Design and develop LLM-powered applications for tasks like document analysis, summarization, knowledge extraction, and reasoning.
  • RAG System Development: Build and optimize RAG pipelines with custom retrieval logic, vector databases, and hybrid search strategies.
  • Knowledge Graph Integration: Implement and integrate knowledge graphs into AI systems for enhanced explainability and structured reasoning (Graph-RAG).
  • Pipeline Management: Own the full pipeline from data ingestion and preprocessing (e.g., PDFs, scientific papers, grant documents) to model deployment.
  • Cross-Functional Collaboration: Work with engineers and domain experts to define requirements, evaluate outputs, and iterate rapidly.
Requirements:
  • M.Sc. or Ph.D. in Computer Science, or related field.
  • Proven experience with LLMs, including prompt design, fine-tuning, and evaluation.
  • Strong understanding of retrieval-based systems (e.g., FAISS, Weaviate, Elasticsearch, Pinecone).
  • Experience with LangChain, LlamaIndex, HuggingFace Transformers, and PyTorch.
  • Familiarity with knowledge graph design and integration (e.g., Neo4j, RDF, NetworkX).
  • Solid software engineering practices and hands-on coding ability in Python.
  • Experience with cloud-based or on-prem AI deployments, ideally in secure or hybrid environments.
  • Ability to lead projects independently, collaborate cross-functionally, and explain complex technical concepts clearly.
Benefits:
  • Shape the next generation of AI research tools grounded in real-world needs.
  • Join a fast-paced, mission-driven team with opportunities to own high-impact projects.
  • Flexible, remote-friendly environment with strong learning and innovation culture.

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