MakeMyTrip | Associate Director
1 month ago
At MakeMyTrip, we don't just book journeys; we create extraordinary travel experiences. By integrating Generative AI into our ecosystem, we’re shaping a new era of personalized and seamless travel planning. From building intelligent AI agents for trip planning to optimizing real-time decision-making, we’re leveraging Large Language Models (LLMs) to unlock limitless possibilities for travelers. Join us to be part of this revolution and drive Myra, our cutting-edge conversational AI chatbot, to the next level.
About the Team
The Data Platform & Personalization Team at MakeMyTrip is at the forefront of innovation, creating scalable solutions to deliver tailored travel experiences for millions of users. The team blends expertise in data science , AI/ML , and deep learning to solve complex travel challenges. From enabling predictive analytics to crafting AI-driven personalization engines, we are redefining how travelers interact with technology, focusing on LLMs and AI agent-based trip planning .
About the Role
As a Senior Data Scientist specializing in Generative AI and LLM Development , you will:
Collaborate on Next-Gen Solutions: Work with cross-functional teams to build and deploy AI-powered systems that redefine user journeys and enhance operational efficiency.
Optimize Data-Driven AI: Develop data-centric approaches to improve model performance by preparing high-quality datasets and enhancing real-time responsiveness.
Domain-Specific Fine-Tuning: Customize large language models for travel-specific use cases using techniques like instruction tuning, domain adaptation, and reinforcement learning from human feedback (RLHF).
Lead AI Agent Development: Build and fine-tune AI agents for trip planning, leveraging LLMs to create personalized, intuitive travel solutions.
Refine Generative Models: Work on advanced generative AI models like GPT, GANs, and VAEs to build applications for intelligent travel assistants, dynamic pricing engines, and virtual travel experiences.
Leverage LLM Technology: Implement and scale LLMs using platforms like Microsoft Azure OpenAI Service to solve real-world travel planning and personalization challenges.
Key Responsibilities
Design and develop AI agents that assist travelers in trip planning, itinerary creation, and real-time query resolution.
Deploy models that power contextual personalization and dynamic recommendations for a seamless user experience.
Build multi-modal systems integrating travel data (text, images, and customer preferences) for enriched user interactions.
Innovate in latency reduction and scalability for AI pipelines to ensure fast and efficient deployment in production environments.
Collaborate on designing systems for search relevance , intent detection , and query optimization using advanced NLP techniques.
What You Bring
Technical Expertise:
Strong experience with deep learning frameworks like PyTorch and TensorFlow and proficiency in transformer-based models such as GPT-3/4, T5, BERT, or similar .
Expertise in NLP techniques , including text generation, summarization, sentiment analysis, and embeddings.
Practical experience in developing and fine-tuning LLMs using techniques like distillation, few-shot learning, and policy optimization.
Domain Knowledge:
Deep understanding of data-centric machine learning to enhance model performance with well-structured datasets.
Experience with AI-driven personalization, search relevance, and ranking systems, particularly in travel or e-commerce domains.
Problem-Solving Prowess:
Ability to solve complex problems, with a focus on latency optimization , efficiency , and domain-specific relevance .
Collaboration and Communication:
Strong ability to communicate technical concepts effectively with both technical and non-technical stakeholders.
A proactive mindset for collaboration across teams to achieve shared goals.
Experience Level: 11+ years
Education: BE/BTech from Tier 1 institutes (IITs/IIITs/NITs). Preferably MS or Ph.D. in CS/ECE/AI/ML or equivalent.
Ready to engineer the future of travel? Join us at MakeMyTrip and redefine the possibilities of AI in travel planning
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