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GreenTree Advisory Services Pvt. Ltd. · posted 4 months ago
Role: AI Engineer
Location: Gurgaon/Bangalore (5 days mandatory work from office)
Type: Full-time
Experience: 7+ years
Key Responsibilities
· Design, build, and deploy AI/ML models and solutions to address business and data-driven use cases.
· Develop and maintain end‑to‑end AI pipelines, including data preparation, model training, evaluation, and inference.
· Collaborate with data engineers, data scientists, and product teams to operationalize AI solutions at scale.
· Implement model integration and APIs for consumption by applications, analytics platforms, or business workflows.
· Ensure model performance, scalability, security, and reliability in production environments.
· Document AI architectures, assumptions, and deployment processes to support maintainability and auditability.
Must-Have Skills
· Strong proficiency in Python and experience with AI/ML frameworks such as TensorFlow, PyTorch, or Scikit-learn.
· Solid understanding of machine learning algorithms, deep learning concepts, and model evaluation techniques.
· Hands-on experience in building, training, tuning, and deploying AI/ML models in production environments.
· Experience with LLMs, prompt engineering, embeddings, RAG patterns, and model orchestration frameworks (e.g., LangChain, Semantic Kernel).
· Knowledge of data preprocessing, feature engineering, and working with structured and unstructured data.
· Experience deploying solutions on cloud platforms (Azure, AWS, or GCP), including model serving and monitoring.
· Familiarity with MLOps practices such as CI/CD for models, versioning, experiment tracking, and performance monitoring.
· Strong problem-solving skills with the ability to translate business problems into AI-driven solutions.