Machine Learning Scientist
7 hours ago
We're seeking a talented Machine Learning Scientist to join our team at Wayfair. As a key member of our Search ML team, you'll be responsible for designing, building, and deploying large-scale machine learning models and algorithmic decision-making systems that solve real-world problems for our customers.
With a strong background in machine learning and a passion for innovation, you'll collaborate closely with fellow scientists, engineers, analysts, and product managers to apply science and machine learning skills to directly impact Wayfair's customers, revenue, and profitability.
Key Responsibilities- Design, build, deploy, and refine large-scale machine learning models and algorithmic decision-making systems that solve real-world problems for customers.
- Work cross-functionally with commercial stakeholders across product and analytics to understand business problems or opportunities and develop appropriately scoped analytical solutions.
- Collaborate closely with various engineering, infrastructure, and ML platform teams to ensure adoption of best-practices in how we build and deploy scalable ML services.
- 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 on.
- Foster the development of junior ML scientists on the team through mentorship and knowledge-sharing.
- Bachelor's or Master's degree in Computer Science, Mathematics, Statistics, or related field.
- 5-7 years of industry experience in developing machine learning algorithms and deploying them into production at web scale.
- Proficiency in Python or one other high-level programming language.
- Familiarity with productionized code bases and PRs; comfort mentoring junior scientists to improve their code quality.
- Concrete hands-on expertise deploying machine learning solutions into production.
- Theoretical understanding of statistical models such as regression, clustering, and ML algorithms such as decision trees, neural networks, etc.
- Deep domain knowledge of at least one of: NLP & Natural Language Understanding, Deep Learning & Transformer architectures (including frameworks such as PyTorch, Tensorflow, etc.), or Search & Information Retrieval.
- Strong written and verbal communication skills, ability to synthesize conclusions for non-experts, and overall bias towards simplicity.
- Intellectual curiosity and enthusiasm for continuous learning.
At Wayfair, we're committed to creating a workplace that's inclusive, diverse, and rewarding. As a Machine Learning Scientist, you'll have the opportunity to work with a talented team of scientists, engineers, and product managers to drive innovation and growth.
We offer a competitive salary and benefits package, as well as opportunities for professional growth and development. If you're passionate about machine learning and eager to make a meaningful impact, we encourage you to apply for this exciting opportunity.
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