We are seeking an exceptional Principal Data Scientist to join our Personalization Team at MakeMyTrip in Bangalore. This role is perfect for an individual who is passionate about leveraging advanced machine learning and deep learning techniques to drive personalized customer experiences.
Key Responsibilities
Advanced Analytics & Modeling
- Design, develop, and implement advanced machine learning models and algorithms (e.g., generative AI, uplift modeling, causal inference) to enhance personalized customer experiences.
- Lead the development of predictive and prescriptive analytics solutions to optimize personalization strategies and customer engagement.
- Utilize expertise in neural networks and graph neural networks for advanced personalization solutions.
- Implement trip ranking and route optimization models to improve user experience and operational efficiency.
- Design strategies and models for cross-selling, maximizing customer value and engagement.
Data Strategy & Management
- Collaborate with data engineering teams to ensure robust data pipelines and maintain high-quality data for analysis.
- Develop and maintain scalable data infrastructure to support advanced personalization analytics.
Business Collaboration & Insights
- Partner closely with product managers, marketing teams, and stakeholders to identify opportunities for leveraging data-driven insights.
- Translate complex analytical findings into actionable strategies and business recommendations.
Innovation & Research
- Stay abreast of the latest advancements in deep learning, generative AI, uplift modeling, and causal inference methodologies.
- Lead research initiatives to explore new methodologies and technologies applicable to personalization efforts.
Mentorship & Leadership
- Provide technical leadership and mentorship to junior data scientists and analysts.
- Cultivate a culture of continuous learning and improvement within the data science team.
Qualifications
Education
- Master’s or Ph.D. in Data Science, Computer Science, Statistics, Mathematics, or a related field.
Experience
- Minimum 8-10 years of hands-on experience in data science, delivering impactful analytics solutions.
- Extensive experience with deep learning frameworks (e.g., TensorFlow, PyTorch) and generative AI techniques.
- Strong proficiency in uplift modeling, causal inference methodologies, Python, and SQL.
- Familiarity with modern data and machine learning platforms/tools (e.g., Databricks, MLFlow, AWS SageMaker).
Skills
- Advanced expertise in machine learning, deep learning, and data mining techniques.
- Strong problem-solving skills and ability to thrive in a fast-paced environment.
- Excellent communication skills, capable of conveying technical concepts to non-technical stakeholders effectively.
- Experience in personalization, especially in travel or e-commerce industries, is advantageous.
This role offers a unique opportunity to lead cutting-edge data science initiatives that drive personalized customer experiences at MakeMyTrip. If you are passionate about leveraging data to create meaningful impacts and possess the necessary skills and experience, we encourage you to apply. Join us in shaping the future of travel through data-driven innovation!