Willware Technologies
Website:
willwaretech.com
Job details:
Role: Data Scientist Company Name: WillWare Technologies Experience: 7+ Years Work Mode: Remote (One day per week in the office for customer meetings) Location: Bangalore / Chennai Required:
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 data
LLM 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 LlamaIndex
Azure & 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
Work Style
• Highly self-motivated, collaborative, and able to deliver in a fast-paced environment
• Able to start contributing within 1-2 weeks with minimal ramp-up
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