17 Aug
|
Wayfair
|
Bengaluru
We are looking for machine-learning scientists for research and development of the ML systems that power our real-time Search Typeahead, Search Guidance, Query Understanding & Interpretation, Query Refinement and Recommendations, and emerging Gen AI-powered search capabilities. In this role, you’ll partner with fellow scientists, engineers, analysts, and product managers to apply science and machine learning skills to directly impact Wayfair’s revenue.
What you’ll d
o
Design, build, deploy and refine large-scale machine learning models and algorithmic decision-making systems that solve real-world problems for custome
rs Work cross-functionally with commercial stakeholders to understand business problems or opportunities and develop appropriately scoped analytical solutio
ns Collaborate closely with various engineering, infrastructure, and ML platform teams to ensure adoption of best-practices in how we build and deploy scalable ML servic
es Identify new opportunities and insights from the data (where can the models be improved? what is the projected ROI of a proposed modification
?)Be obsessed with the customer and maintain a customer-centric lens in how we frame, approach, and ultimately solve every problem we work o
n.
What you’ll n
eed
3-5 years of industry experience with a Bachelor/ Master’s degree or minimum of 1-2 years of industry experience with Ph D in Computer Science, Mathematics, Statistics, or related fi
eld. Strong theoretical understanding of statistical models such as regression, clustering and ML algorithms such as decision trees, neural networks,
etc. Solid understanding of algorithms for search retrieval, ranking, relevance, query understanding, NLP, or recommender syst
ems. Good proficiency in the Python ML ecosystem (pandas, Num Py, scikit-learn, XGBoost, et
c.). Solid hands-on expertise deploying machine learning solutions into produc
tion Solid written and verbal communication ski
lls. Intellectual curiosity and enthusiasm about continuous l
📌 Machine learning scientist (Bengaluru)
🏢 Wayfair
📍 Bengaluru