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Data Scientist - NLP

Remote: 
Full Remote
Contract: 
Full time
Experience: 
Mid-level (2-5 years)
Work from: 
United Arab Emirates

Offer summary

Qualifications:

Proficient in Python programming, Experience with FastAPI and Streamlit, Strong understanding of NLP and LLMs, Familiarity with agentic frameworks (preferred), 2-5 years of experience in NLP and Generative AI.

Key responsabilities:

  • Collaborate on NLP, RAG, and LLM projects
  • Conduct model evaluations for improvement
  • Rapidly build Proof of Concepts (POCs)
  • Coordinate with team for integrations
  • Research emerging frameworks and methodologies
XA Group logo
XA Group Scaleup https://www.xagroup.com/
51 - 200 Employees
About XA Group
XA Group, through its subsidiaries, joint ventures and partnerships, is a leading provider of digital, hardware and manpower solutions for the automotive claims & aftersales industry. Based in Dubai, UAE and with offices in KSA, Bahrain & India, XA Group employs over 200 people from over 35 nationalities. XA Group consists of: Addenda An automotive ecosystem designed to streamline the entire motor insurance & vehicle repair journey. Xpress Auto Vehicle body repair & service network growing across the GCC & India. Carheal X Patented, sustainable, smart repair solutions focused on same-day vehicle repairs. Skilled Migration Training, recruitment & placing service of skilled manpower for the automotive industry. Tow-X Towing & recovery fleet, servicing 30 cities, across 12 states in India.
See more XA Group offers

Job description

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:
We are looking for an AI/ML Engineer with expertise in NLP, Generative AI, and Language Models (LLMs), particularly in Retrieval-Augmented Generation (RAG). The ideal candidate should be proficient in Python and experienced with FastAPI and Streamlit for building user-friendly applications and rapid prototyping. The role involves collaborating on AI model development, conducting evaluations to improve performance, and delivering Proofs of Concept (POCs). You will work closely with cross-functional teams to integrate and deploy AI solutions, while also staying updated on emerging frameworks. Strong communication skills and the ability to manage project delivery are key. Experience with agentic frameworks and basic machine learning concepts is a plus.

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.
  • Project Delivery & Coordination: Demonstrated ability to collaborate with DevOps and other stakeholders for smooth integration, testing, and deployment of AI applications.
  • 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.
  • Actively research and adopt emerging frameworks and methodologies to enhance our applications.
  • Exhibit strong communication skills, ensuring clear updates and feedback loops with all stakeholders.

    • Required profile

    Experience

    Level of experience: Mid-level (2-5 years)
    Spoken language(s):
    English
    Check out the description to know which languages are mandatory.

    Hard Skills

    Machine LearningProject CoordinationPython (Programming Language)StreamSetsAgent-Based ModelModel BuildingFastAPIData AnalysisSoftware PrototypingNatural Language Processing (NLP)Generative Artificial IntelligenceLanguage ModelDeep LearningModel Validation

    Other Skills

    • Verbal Communication Skills
    • Collaboration
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