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Job Description

  • Hands-on experience in designing, developing and deploying AI/ML/NLP/GenAI/Agentic AI solutions (involving modeling, benchmarking and inferencing) at enterprise scale for e-commerce.

  • Hands-on experience in building, evaluating and deploying AI solutions leveraging LLMs, vector DBs, RAG, Agentic frameworks (such as LangChain, HayStack, Semantic Kernel).

  • Strong programming skills in Python (experience with PyTorch, TensorFlow, scikit-learn, etc.) and Solid understanding of ML algorithms, NLP, computer vision, finetuning LLMs.

  • Stay updated on advancements in AI/ML, LLMs, and agentic frameworks to propose innovative modular/reusable solutions/approaches/pipelines to enable the Platforms & Innovation Lab pillar.

  • Collaborate with architects, data engineers, AI engineers, product and business teams to translate business requirements into fully operational AI solutions.

  • Analyzing large volumes data and establishing AI/ML/NLP and Generative AI based automation workflows to enable cross functional business teams with real-time actionable intelligence.

  • Building modular, reliable, scalable python-based pipelines on Databricks and Azure with attention to security, cost, and data sensitivity.

  • Developing/implementing algorithms and maintaining systems that deals with streaming big data for AI/ML based actionable insights.

  • Drive all phases of software development including design, prototyping, and incremental production release adhering to industry best DevOps, MLOps, LLMOps practices.

  • Designing and implementing highly reliable, fault-tolerant distributed ML applications with focus on ML Operations and CI/CD.

  • Implement responsible AI practices and templates, focusing model explainability, fairness, Human-In-The-Loop validation, compliance and governance.

Requirements

Basic Qualifications

  • Bachelor's degree in computer science, machine intelligence

  • Solid hands-on experience in ML training/inferencing pipelines

  • Strong programming skills (Python, PyTorch/TensorFlow, scikit-learn).

  • Knowledge of Machine Learning algorithms, NLP, Deep Learning, LLMs.

  • Experience with data pipelines, model training, and deployment.

  • Familiarity with Databricks and one cloud platforms (AWS, Azure, GCP).

  • Ability to work both independently and as part of a collaborative team

Preferred Qualifications

  • Masters in the field computer science, machine intelligence

  • Hands-on experience in designing, developing and deploying AI/ML/NLP/GenAI/Agentic AI solutions (involving modeling, benchmarking, inferencing) at enterprise scale for e-commerce.

  • Hands-on experience in building, evaluating and deploying AI solutions leveraging LLMs, vector DBs, RAG, Agentic frameworks (such as LangChain, HayStack, Semantic Kernel).

  • Strong programming skills in Python (experience with PyTorch, TensorFlow, scikit-learn, etc.) and Solid understanding of ML algorithms, NLP, computer vision, finetuning LLMs.

  • Experience with agentic frameworks (LangChain, Semantic Kernel, Haystack).

  • Expertise in vector databases (FAISS, Pinecone, Weaviate)

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Job ID: 144184365

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