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Purple Drive
GEN AI Data Scientist EngineerPurple Drive • Hartford, CT, Connecticut, USA
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GEN AI Data Scientist Engineer

GEN AI Data Scientist Engineer

Purple Drive • Hartford, CT, Connecticut, USA
30+ days ago
Job type
  • Full-time
Job description

Senior GenAI Data Scientist / AI Engineer (LLM, RAG, Agentic AI)

📄 Job Summary

We are seeking a highly skilled GenAI Data Scientist / AI Engineer with strong expertise in Machine Learning, Generative AI, and Agentic AI systems.

The ideal candidate will design, build, and deploy scalable AI/ML and GenAI solutions, including LLM-based applications, RAG pipelines, and intelligent AI agents, while ensuring performance, scalability, and business impact.

🛠️ Key Responsibilities

📌 Machine Learning & Data Science

  • Design, build, and deploy ML models using:
    • XGBoost, LightGBM, Scikit-learn
  • Perform:
    • Model training, validation, and optimization
  • Translate business problems into data-driven solutions

📌 Generative AI & Agentic AI

  • Design and implement:
    • LLM-based applications
    • AI agents and workflows
  • Work with frameworks like:
    • LangChain / LangGraph / CrewAI / AutoGen
  • Enable:
    • Tool calling
    • Task automation
    • Multi-agent orchestration

📌 RAG & Knowledge Systems

  • Build Retrieval-Augmented Generation (RAG) pipelines
  • Work with:
    • Vector databases
    • Embeddings
  • Develop knowledge-based AI systems

📌 Model Deployment & MLOps

  • Deploy models into production environments
  • Implement:
    • CI/CD pipelines
    • MLflow / model monitoring
  • Ensure:
    • Model performance
    • Scalability
    • Reliability

📌 Cloud & Data Engineering

  • Work on cloud platforms:
    • AWS / GCP
  • Build scalable data pipelines and ML workflows

📌 Monitoring & Optimization

  • Monitor:
    • Model performance
    • Data drift
  • Continuously improve models and pipelines

📌 Security & Compliance

  • Ensure:
    • Data security
    • Compliance standards
  • Implement governance for AI systems

📌 Collaboration & Communication

  • Engage with:
    • Business stakeholders
    • Engineering teams
  • Translate business requirements into AI solutions
  • Communicate model insights clearly
Required Skills

🔹 Machine Learning (MANDATORY)

  • Strong experience with:
    • XGBoost
    • LightGBM
    • Scikit-learn

🔹 Programming

  • Python (mandatory)

🔹 Generative AI

  • LLMs (GPT, Claude, etc.)
  • Prompt engineering
  • AI agents / Agentic workflows

🔹 RAG Systems

  • Vector databases
  • Embeddings
  • Retrieval pipelines

🔹 MLOps & Deployment

  • Model deployment
  • CI/CD pipelines
  • MLflow / monitoring tools

🔹 Cloud Platforms

  • AWS / GCP

🔹 Statistics & Analytics

  • Strong statistical modeling
  • Data analysis and interpretation
🎓 Experience Required
  • 8+ years of experience in:
    • Data Science / Machine Learning
  • Hands-on experience in:
    • Generative AI (intermediate level)
🏆 Preferred Skills
  • Experience with:
    • LangChain / CrewAI / AutoGen
    • Vector DBs (Pinecone, FAISS, etc.)
  • Experience in:
    • Agentic AI systems
  • Exposure to:
    • Real-world GenAI applications
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GEN AI Data Scientist Engineer • Hartford, CT, Connecticut, USA

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