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Danfoss

Associate Engineer

Pune, INDPosted 3 days ago
onsite

Job Description

What You’ll Be Doing

 

  • Work with cross-functional teams (Supply Chain, Manufacturing, Engineering, Quality) to identify business problems, define use cases, and perform root cause analysis.
  • Design, develop, and deploy AI/ML and GenAI (LLM-based) solutions to solve real-world industrial and supply chain challenges.
  • Develop end-to-end data and AI pipelines using Azure Databricks (PySpark, Delta Lake, Lakehouse architecture).
  • Build and deploy LLM-powered applications such as copilots, intelligent assistants, and automation agents using techniques like prompt engineering, Retrieval-Augmented Generation (RAG), and vector search.
  • Develop scalable Python-based data processing and AI services, including API integrations for enterprise applications.
  • Translate business requirements into production-grade AI solutions, ensuring scalability, reliability, and performance.
  • Work on data ingestion, transformation, feature engineering, model training, evaluation, and deployment lifecycle.
  • Develop dashboards and visualizations (Power BI or similar) to communicate insights and drive decision-making.
  • Collaborate with stakeholders to ensure adoption and usability of digital solutions.
  • Contribute to automation initiatives to reduce manual effort and improve operational efficiency.
  • Follow best practices in code quality, version control (Git), and basic MLOps (CI/CD, model monitoring). Ensure data quality, governance, and security best practices are followed
Associate Engineer at Danfoss | Renata