Senior Staff- Gen AI

Coupang

15 - 20 years

25 - 30 Lacs

bengaluru

Posted:5 hours ago| Platform:

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Skills Required

supply chain computer science global operations security compliance deep learning machine learning e-commerce korean open source python

Work Mode

Work from Office

Job Type

Full Time

Job Description

Architect and design large scale inference, recommendation and interactive agents system that are self-learning
Design/architect/work on large language model-based agent systems
Develop and customize/tune deep learning generative models, deep learning models for multi-modal for eCommerce customer scenarios
Train foundational models that can help with building learning systems
Define process and experiments for an E2E foundation model
Refine agent and model training using RAG
Build E2E AI pipelines for storing/servicing foundational models
Mentor and guide team members on frameworks, methodologies related to LLMs, RAGs and their limitations, semantic web, reinforcement learning
Ensure Model training is security, compliance aware
Collaborate with cross-team members to understand the requirements ensuring the foundational models, knowledge captured aligns with the company s overall AI strategy

Essential Qualifications:

Education: B.S, M.S or PhD in Computer science, or related field
Overall 15+ years of working in software engineering and AI/ML Engineering
3+ years of demonstrated experience in building large scale foundational models, models for eCommerce scenarios.
Expertise in large language model fine-tuning and deployment.
Deep background in transformer architectures
Understand RAG and its limitations for multi-modal knowledge retrieval.
Proficiency in Python, PyTorch/TensorFlow, Spark, BigQuery
Experience with inference platforms in AWS, Azure and other open-source platforms.
Are result-oriented, with a bias towards customer obsession, flexibility, and impact.
Strong written and verbal communication and teamwork skills
Passion for Large language models, NLP, and Machine Learning at scale

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