Senior Machine Learning Scientist Job in
- Kpr sugar apperals
- 10 to 14 Yrs
- Other Karnataka
- 3 months ago
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Job Description
- Job Title: Senior Machine Learning Scientist Preferred experience in Supplier Ad tech Who We Are Wayfair is moving the world so that anyone can live in a home they love a journey enabled by more than 3,000 Wayfair engineers and a data-centric culture. The Search, Marketing, and Recommendations technology science team (SMART) builds and owns all the Machine learning (ML) products that power all search, marketing, and recommendations technology across Wayfair. Our algorithms tackle a varied & broad spectrum of challenges in the Wayfair marketplace; from empowering suppliers to easily add products to our catalog, to enabling our customers to discover and purchase a vast & diverse assortment of home goods, to driving marketing experiences customers love all at web scale. We are looking for an experienced machine-learning enthusiast to lead the research and development of the ML systems that power our real-time Search type-ahead, content recommendations, and algorithmic customer understanding experience teams. In this role, you are accountable for building the next generation of Wayfairs ML stack for one of these teams. You will collaborate closely with the engineering, analytics, and product leads within our SMART team to define the technical vision and work with your leadership to build the organization and team required to execute on it. This role is a cornerstone of the Search, Marketing, and Recommendations T echnology (SMART) organization, with broad visibility and close communication with leaders across the business up to Executive level. What Youll Do Lead the development of cutting-edge machine learning algorithms in Wayfairs predictive search/type-ahead, content recommendations, or algorithmic customer understanding teams. Continually improve teams ability to build efficient machine learning models by leveraging industry best practices and set high standards for craftsmanship of the entire team Mentor a team of machine learning engineers, continuously upskill them while modeling a culture of continuous research and innovation. Collaborate closely with the product and engineering leaders in our SMART technologies group to build a next-generation search and recommendations stack and the organization required to maintain and innovate on it Contribute as a senior leader beyond the SMART group, in particular within Wayfairs broader ML community Be obsessed with the customer and maintain a customer-centric lens in how we frame, approach, and ultimately solve every problem we work on. What Youll Need Bachelor's or Masters degree in Computer Science, Mathematics, Statics or a related field 10+ years of experience in building large scale machine learning algorithms 4+ years in an architect or technical leadership position Strong theoretical understanding of statistical models such as regression, clustering and ML algorithms such as decision trees, neural networks, transformers and NLP techniques. Proficiency in programming languages such as Python or R and relevant ML libraries (e.g., T ensorFlow, PyT orch) to develop production-grade quality product Ability to partner cross-functionally to own and shape technical roadmaps Intellectual curiosity and a desire to always be learning! Nice to have PhD in Computer Science, Mathematics, Statistics or related field Familiarity with suggest/type-ahead systems, search and ranking, or content recommendations Familiarity with Generative AI and their usage in improving search and recommender systems. Familiarity with GCP (or AWS, Azure), ML model development frameworks, ML orchestration tools (Airflow, Kubeflow or MLFlow),
Employement Category:
Employement Type: Full timeIndustry: IT Services & ConsultingRole Category: Not SpecifiedFunctional Area: Not SpecifiedRole/Responsibilies: Senior Machine Learning Scientist Job inContact Details:
Company: WayfairLocation(s): Other Karnataka+ View Contact
Keyskills: Machine Learning Search Marketing Python R Regression Clustering Decision Trees Neural Networks TensorFlow PyTorch
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