GEN AI Data Scientist EngineerPurple Drive • Hartford, Connecticut, United States
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GEN AI Data Scientist Engineer
Purple Drive
- Hartford, Connecticut, United States
- Hartford, Connecticut, United States
Über
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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Sprachkenntnisse
- English
Hinweis für Nutzer
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