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HARMAN India
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RAG AI ML Lead

RAG AI ML Lead

HARMAN India

5 - 14 years

16 - 18 Lacs

bengaluru

Posted:1 month ago| Platform:

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Skills Required

data analysis orchestration data science enterprise applications manager technology performance optimization digital transformation automotive python recruitment

Work Mode

Work from Office

Job Type

Full Time

Job Description

Description & Requirements

Key Responsibilities:Architect and implement end-to-end Generative AI platforms, integrating data pipelines, model orchestration, and user interfaces
Design and develop custom Retrieval-Augmented Generation (RAG) frameworks tailored to specific business use cases advanced Prompt Engineering techniques to optimize model performance and relevance Build scalable solutions using LangChain, Vector Databases (eg, FAISS, Pinecone), and OCR technologies for intelligent document processing Develop robust and efficient Python APIs using asynchronous programming paradigms (asyncio, multiprocessing) for high-performance applications Utilize NumPy, Pandas, and other data science libraries for data analysis, transformation, and feature engineering Stay updated with the latest trends in GenAI, LLMs, and AI infrastructure to continuously improve solution offerings Required Qualifications:Proven experience in designing and deploying GenAI-based solutions across various domains Strong hands-on expertise in LangChain, VectorDBs, OCR, and Prompt Engineering Proficiency in Python programming, especially in building scalable APIs and data science workflows Experience with Custom RAG implementations and integrating LLMs into enterprise applications Solid understanding of asynchronous programming, parallel processing, and performance optimization Excellent problem-solving skills and ability to translate business requirements into technical solutions Strong communication and collaboration skills

You Belong Here

HARMAN is committed to making every employee feel welcomed, valued, and empowered
No matter what role you play, we encourage you to share your ideas, voice your distinct perspective, and bring your whole self with you - all within a support-minded culture that celebrates what makes each of us unique We also recognize that learning is a lifelong pursuit and want you to flourish We proudly offer added opportunities for training, development, and continuing education, further empowering you to live the career you want

About HARMAN: Where Innovation Unleashes Next-Level Technology

Ever since the 1920s, we ve been amplifying the sense of sound
Today, that legacy endures, with integrated technology platforms that make the world smarter, safer, and more connected

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RAG AI ML Lead