MakeMyTrip - Principal Data Scientist - Generative AI

Overview

Principal Data Scientist (GenAI)

Reporting to : Associate Director - Technology (DS)

Location : Bangalore

About The Function

At MakeMyTrip, we don't just book journeys; we create extraordinary travel experiences. By integrating Generative AI into our ecosystem, were shaping a new era of personalized and seamless travel planning. From building intelligent AI agents for trip planning to optimizing real-time decision-making, were 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 Role

As a Principal Data Scientist specializing in Generative AI and LLM Development, you will :

• 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.
• 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).
• Leverage LLM Technology : Implement and scale LLMs using platforms like Microsoft Azure OpenAI Service to solve real-world travel planning and personalization challenges.
• Optimize Data-Driven AI : Develop data-centric approaches to improve model performance by preparing high-quality datasets and enhancing real-time responsiveness.
• 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.
  
  

• Experience Level : 8-10 years
• Education : BE/BTech from Tier 1 institutes (IITs/IIITs/NITs). Preferably MS or Ph.D. in CS/ECE/AI/ML or equivalent.
  
  

• 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.
  
  

• 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 Prowess :
• Ability to solve complex problems, with a focus on latency optimization, efficiency, and domain-specific 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.
  
  

• Be a part of AI-driven innovation shaping the global travel experience.
• Work on LLMs and AI agent development that impact millions of users worldwide.
• Collaborate with a passionate, forward-thinking team in a data-rich environment.
• Drive industry-leading advancements in Generative AI and personalized travel solutions.
  
  

(ref:hirist.tech)