Machine Learning Search Strategist

19 hours ago


Bengaluru, Karnataka, India Nykaa Full time
Drive Search Relevance at Nykaa

Nykaa is seeking a seasoned Principal Machine Learning Scientist to lead the development of advanced search algorithms, ensuring an optimal user experience across our platforms. In this role, you will collaborate with cross-functional teams to analyze data, develop and deploy machine learning models, and enhance search functionality.

Key Responsibilities:
  • Analyze user behavior data to create high-quality machine learning algorithms that improve search relevance and ranking.
  • Lead and mentor other machine learning scientists, fostering a culture of innovation and growth within the team.
  • Provide technical oversight and ensure high standards are met in model development and deployment.
  • Cultivate an inclusive environment that attracts and retains top talent.
  • Collaborate with engineering managers, product managers, QA, and DevOps engineers to drive projects forward.
Requirements:
  • Bachelor's or Master's Degree in Data Science, Computer Science, Statistics, or a related field from a reputable institution.
  • 10+ years of industry experience in software engineering with at least 8+ years in Data Science.
  • Proven track record of leading a group of ML Scientists and building scalable ML solutions.
  • Familiarity with search engineering ecosystems such as ElasticSearch, microservices, and measurement infrastructure.
  • Prior experience working in the eCommerce sector is a plus.
Technical Skills:
  • Strong foundational knowledge in Probability Theory, Statistics, and Machine Learning.
  • Expertise in text classifiers, vector search, and ANN (Approximate Nearest Neighbor) algorithms.
  • Experience with fine-tuning transformer-based models, ranking algorithms, and retrieval and ranking models for autocomplete/suggestions.
  • Familiarity with A/B testing methodologies and best practices throughout the Data Science lifecycle.
Salary:

Roughly ₹30-40 Lacs per annum, depending on experience and qualifications.



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