Scaling Theory
Senior Data Scientist - AI/ML Engineering
- Data Science
Bangalore, भारत
Vacancy description
Radiant Systems
Chennai, भारत
Job Description : We are looking for a Data Scientist / ML Engineer in Bangalore/Chennai.Core Programming & Tools : - Hands-on experience building and deploying ML models on large-scale production datasets.- Strong programming proficiency in Python with production-quality, well-structured code.- Proficient in SQL; experience working with large-volume datasets in Spark and/or Snowflake.- Experience with Git for version control, code review, and collaboration.- Familiarity with experiment tracking and model versioning (e.g., MLflow).Classical ML & Statistical Modeling : - Time series forecasting (ARIMA, Prophet, deep learning approaches).- Optimization modeling (linear programming, mixed-integer programming).- Classification, regression, clustering, and ensemble methods.- Feature engineering, data wrangling, and statistical analysis on structured https://jobeax.com/link/fEuKopGhQuoBOpbO Application & AI Agent Development : - AI Agent development : experience building agentic frameworks using Azure AI Studio and Azure model endpoints, including tool-use patterns and multi-step orchestration.- RAG pipeline development : document ingestion/chunking, vector embedding/indexing (Azure AI Search), and response generation using LLM endpoints.- Prompt engineering and chain-of-thought design for complex supply chain workflows.- Experience with orchestration frameworks like LangChain or https://jobeax.com/link/XeiVq6lxNwByvsg5 & Production Delivery : - Familiar with core Azure resources : Azure Machine Learning, Azure AI Studio, Azure OpenAI Service, and Azure storage/compute.- Experience delivering production-ready models with proper testing, validation, and monitoring.- Basic UI skills (Streamlit or Gradio) for quick prototyping and demos. (ref:hirist.tech)
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