AI EngineerConfidential • Kolkata, Mumbai
AI Engineer
Confidential • Kolkata, Mumbai
23 days ago
Job descriptionDevelop and implement machine learning models using Python, PySpark, SQL, and popular ML libraries such as Scikit-learn, XGBoost, and LightGBM. Build and manage cloud-native ML solutions using platforms like AWS SageMaker, GCP Vertex AI, or Azure ML. Apply strong knowledge in natural language processing and generative AI frameworks including Hugging Face, LangChain, and LlamaIndex. Utilize MLOps tools such as MLflow, Weights & Biases, and DVC for model tracking and versioning. Deploy models using FastAPI, Flask, Docker, and Kubernetes. Work with vector databases to enable semantic search and other advanced GenAI use cases. Apply familiarity with SQL Coder or Text-to-SQL models to integrate natural language interfaces with structured data sources. Communicate effectively with stakeholders, translate business problems into technical solutions, and collaborate closely with cross-functional teams. B.E / B.Tech or equivalent degree in Computer Science, Information Technology, or a related field 3–5 years of hands-on experience in developing and deploying AI / ML solutions in production environments Proficiency in Python, PySpark, and SQL Experience with Scikit-learn, XGBoost, LightGBM Strong hands-on experience with AWS SageMaker, GCP Vertex AI, or Azure ML Deep understanding of NLP / GenAI technologies : Hugging Face, LangChain, LlamaIndex Working knowledge of MLOps tools : MLflow, Weights & Biases, DVC Familiarity with deployment using FastAPI, Flask, Docker, Kubernetes Experience with Vector Databases and Text-to-SQL models Excellent communication, stakeholder engagement, and team collaboration skills
Model Development :
- Design, build, and deploy production-grade AI / ML solutions with a focus on scalable, real-world applications.
Programming & Data Handling :
Cloud ML Platforms :
NLP & GenAI Expertise :
MLOps & Deployment :
Vector Databases & Advanced Use Cases :
Text-to-SQL Integration :
Stakeholder Collaboration :
Education and Work Experience :
Specialized Knowledge, Skills, and Abilities :
Skills Required
Python, Pyspark, Sql, XGBoost
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Ai Engineer • Kolkata, Mumbai
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