AI/ML Engineer/ Gen AI EngineerIntellectt Inc • New York, New York, United States
AI/ML Engineer/ Gen AI Engineer
Intellectt Inc
- New York, New York, United States
- New York, New York, United States
À propos
Position Overview
The candidate will be responsible for designing, developing, and deploying machine learning models and AI-driven solutions to support healthcare analytics, improve operational efficiency, and drive business insights. This role requires strong expertise in machine learning, data engineering, cloud platforms, and end-to-end model lifecycle management.
Key Responsibilities
Develop and implement scalable machine learning models for predictive analytics, classification, NLP, and optimization use cases.
Work closely with data engineers and analysts to gather requirements, understand business problems, and translate them into ML solutions.
Perform data preprocessing, feature engineering, model tuning, and validation.
Build reusable ML pipelines and automate workflows through MLOps frameworks.
Deploy models into production using cloud-native services (Azure, AWS, or GCP).
Monitor and optimize model performance and ensure long-term model stability.
Collaborate cross-functionally with product, engineering, and business stakeholders within Optum.
Document solution designs, model behavior, and deployment architecture.
Mandatory Skills
Strong programming skills in Python (NumPy, Pandas, Scikit-learn, TensorFlow / PyTorch).
Experience building ML models end-to-end, including training, validation, deployment, and monitoring.
Hands‑on experience with NLP, LLMs, or generative AI technologies (Hugging Face, LangChain preferred).
Knowledge of cloud platforms such as Azure, AWS, or GCP (Optum widely uses Azure & GCP).
Familiarity with MLOps tools such as MLflow, Kubeflow, Vertex AI, SageMaker, or Azure ML Studio.
Seniority level
Mid-Senior level
Employment type
Contract
Job function
Information Technology
Industries
Software Development
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Compétences linguistiques
- English
Avis aux utilisateurs
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