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Senior Software Engineer-Generative AI-Big Data

Senior Software Engineer-Generative AI-Big Data

ConfidentialChennai
11 days ago
Job description

We are seeking a Senior ML Engineer / Machine Learning Solutions Lead to drive innovative ML strategies, design and deploy production-grade models, and deliver business-wide impact through cutting-edge solutions. The role requires expertise in end-to-end ML system design, Generative AI, and distributed cloud-based platforms.

Key Responsibilities

  • Act as a thought leader , shaping the ML vision across products and platforms and driving strategic innovation.
  • Lead the full software development lifecycle (SDLC) including design, testing, deployment, and operations.
  • Develop high-performance, production-ready ML code for real-time ML platforms and extend existing ML frameworks and libraries.
  • Collaborate with engineers and data scientists to accelerate model development, validation, and experimentation , integrating algorithms into scalable production systems.
  • Participate actively in design reviews, code reviews, and technical strategy discussions to ensure high-quality ML solutions.

Requirements

  • Degree in Computer Science, Mathematics, or a related field.
  • 5+ years of experience across SDLC including design, coding, testing, deployment, and operations.
  • 5+ years of hands-on experience building and deploying end-to-end ML solutions in production .
  • Practical experience in Generative AI (RAG, AI Agents, LLM fine-tuning) in production environments.
  • Experience with cloud platforms (AWS, Azure, GCP) and distributed systems.
  • Strong problem-solving skills with the ability to tackle complex, ambiguous challenges.
  • Preferred Qualifications

  • MS or PhD in Computer Science, Machine Learning, or related disciplines.
  • Experience with Graph ML and technologies like GNNs or Graph RAG.
  • Knowledge of distributed Big Data technologies such as Spark, Flink, Kafka, PySpark, Lakehouse, Druid, Hudi, or Glue.
  • Skills Required

    Generative AI (RAG, Distributed Cloud ML Systems, SDLC Expertise, Graph ML, Big Data Technologies (Spark / Kafka / PySpark), Production-Grade ML Code Development

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