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Data Scientist
4 weeks ago
**About Us**:
XA Group is at the forefront of revolutionizing the insurance technology and fintech industries through our cutting-edge digital ecosystem powered by artificial intelligence. We are dedicated to delivering innovative solutions that enhance efficiency, improve customer experience, and drive growth for insurance providers and financial institutions. Our mission is to empower our clients with technology that makes insurance and financial services more accessible, understandable, and user-friendly.
**Job Summary**:
**Key Skills and Expertise Required**:
- ** Programming & Frameworks**: Proficient in Python, with experience in FastAPI and Streamlit for rapid prototyping.
- ** NLP & Generative AI**: Strong foundation in NLP, Generative AI, Language Models (LLMs), and Retrieval-Augmented Generation (RAG).
- ** Model Development & Evaluation**: Capable of building and evaluating AI and ML models and evaluate with metrics to assess model performance.
- ** Agentic Frameworks**: Familiarity with agentic frameworks (e.g., LangGraph or alternatives) is preferred. (good to have)
- ** Basic Machine Learning and Deep Learning**: Sound knowledge of foundational ML and DL concepts.
- ** Experience Range**: 2-5 years in NLP and Generative AI
**Responsibilities**:
- Collaborate in developing and enhancing NLP, RAG, and LLM-related projects and ensuring their effectiveness and robustness.
- Proactive in gathering and understanding data and requirements for the projects.
- Conduct model evaluations using established metrics and provide insights for model improvement.
- Rapidly build Proof of Concepts (POCs) by working closely with internal and external stakeholders.
- Confident is using FastAPI and Streamlit to create effective, user-friendly interfaces and endpoints as needed.
- Coordinate with Product managers, DevOps and other team members to manage integrations and ensure successful testing.
- Exhibit strong communication skills, ensuring clear updates and feedback loops with all stakeholders.