Data Scientist - NLP

Posted 2 Days Ago
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Hiring Remotely in Dubai
Remote
Junior
Real Estate
The Role
The Data Scientist role focuses on developing NLP and AI/ML solutions, specifically in Retrieval-Augmented Generation and Language Models. Key responsibilities include collaborating on model development, evaluating performance, and building user-friendly applications using FastAPI and Streamlit. The candidate should also coordinate with cross-functional teams and stay updated on emerging technologies.
Summary Generated by Built In

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.

Top Skills

Python
The Company
Berlin
156 Employees
On-site Workplace
Year Founded: 2015

What We Do

At Wunderflats, we provide secure and easy-to-use mid-term housing solutions. Our platform is perfect for tenants and landlords, allowing them to connect through our online marketplace and choose from a selection of fully furnished apartments. You'll have everything you need to make your next move a success! Wunderflats GmbH Address: Rosenstraße 16-17, 10178 Berlin, Germany Managing Directors: Jan Hase, Arkadi Jampolski Sitz der Gesellschaft: Berlin VAT DE300137841 HRB 164572 Zur Teilnahme an Streitschlichtungsverfahren vor einer Verbraucherschlichtungsstelle sind wir weder bereit noch verpflichtet

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