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MakeMyTrip - Principal Data Scientist - Machine Learning/Deep Learning
3 months ago
Position Overview :
We are seeking a highly skilled and experienced Principal Data Scientist to join our Personalization Team in Bangalore.
The ideal candidate will be a hands-on, individual contributor (IC) who is passionate about leveraging advanced machine learning and deep learning techniques to drive personalized customer experiences.
As a Principal Data Scientist, you will work closely with cross-functional teams to develop cutting-edge analytics solutions, optimize personalization strategies, and contribute to the strategic growth of MakeMyTrip.
Key Responsibilities :
Advanced Analytics & Modeling :
- Design, develop, and implement advanced machine learning models and algorithms, including generative AI, uplift modeling, and causal inference, to drive personalized customer experiences.
- Lead the development of predictive and prescriptive analytics solutions to enhance personalization strategies and optimize customer engagement.
- Develop expertise in neural networks and graph neural networks for advanced personalization solutions.
- Implement trip ranking and route optimization models to enhance user experience and efficiency.
- Design strategies and models to determine what and when to cross-sell to customers, maximizing customer value and engagement.
Data Strategy & Management :
- Collaborate with data engineering teams to ensure robust data pipelines and high-quality data for analysis.
- Develop and maintain scalable data infrastructure and architectures to support advanced personalization analytics.
Business Collaboration & Insights :
- Work closely with product managers, marketing teams, and other stakeholders to identify opportunities for leveraging data to drive personalization and customer value.
- Translate complex analytical insights into actionable personalization strategies and business recommendations.
Innovation & Research :
- Stay updated with the latest advancements in deep learning, generative AI, uplift modeling, and causal inference methodologies.
- Lead research initiatives to explore new methodologies, tools, and technologies that can be applied to MakeMyTrip's personalization efforts.
Mentorship & Leadership :
- Provide technical leadership and mentorship to junior data scientists and analysts.
- Foster a culture of continuous learning and improvement within the data science team.
Qualifications :
Education : Master's or Ph.in Data Science, Computer Science, Statistics, Mathematics, or a related field.
Experience :
- Minimum of 8-10 years of hands-on experience in data science, with a proven track record of delivering impactful analytics solutions.
- Extensive experience with deep learning frameworks and libraries such as TensorFlow, PyTorch, and proficiency in generative AI techniques.
- Strong expertise in uplift modeling and causal inference methodologies.
- Proficiency in programming languages such as Python and SQL.
- Experience with modern data and machine learning platforms and tools such as Databricks, MLFlow, MLOps, and AWS SageMaker.
Skills :
- Strong expertise in advanced machine learning, deep learning, and data mining techniques.
- Excellent problem-solving skills and the ability to work independently in a fast-paced environment.
- Exceptional communication skills, with the ability to effectively convey complex technical concepts to non-technical stakeholders.
- Experience in personalization, particularly in the travel or e-commerce industry, is a plus.
