Machine Learning Scientist III
Machine Learning Scientist III
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Job Description
Who We Are:
Wayfair is an online retail platform with the mission to enable everyone to live in a home they love. To do this Wayfair builds and leverages cutting-edge Machine Learning and AI products and we are looking for talented individuals to join us. You will join the Supply Chain and Retail Tech AI org within its Service Supply Chain and Fraud AI team.. You will be part of a cross-functional collaborative team driving development of world-class ML systems that drive real-world impact.
Here are some of the key projects our team works on:
- Delivery Date Prediction: Scalable Quantile Regression model that balances faster promise vs reliability (Blog)
- Graph Neural Network based Policy Abuse detection: GNN model that is robust to sophisticated identity manipulation (Blog)
- Personalization: Uplift model for predicting the effectiveness of different customer service policy
- Vision-LLM: Gen AI model for automating visual diagnostics and resolution for product refund
What Youll Do:
- Drive significant business impact by designing building and deploying large-scale machine learning models balancing short- and long-term value
- Work cross-functionally with commercial stakeholders to understand business problems or opportunities and iteratively develop ML solutions maximizing business ROI
- Collaborate closely with cross-functional engineering partners
- Mentor junior ML Scientists
We Are a Match Because You Have:
- A PhD with 35 years of experience or an MSc/BSc in a STEM field (e.g. engineering computer science economics) with 68 years of industry experience.
- Proficiency in Python and Python ML ecosystem (XGBoost or equivalent PyTorch)
- Hands-on experience deploying machine learning solutions into production.
- Strong written and verbal communication skills with an ability to influence cross-functional teams and leadership
Nice to Have:
- Familiarity with GCP (or AWS Azure) MLOps (feature store MLflow etc) and orchestration tools (Kubeflow Airflow)
- Experience with containerization tools (Docker)
- Familiarity with causal inference multi-armed bandits personalisation
- Hands-on experience with LLMs
Why You will Love Working With Us:
- Fun team outings like kayaking the Charles and Boda Borg
- Early adopters of new technology within Wayfair
- Hackathons to explore new ideas
- Time Off:
- Paid Holidays
- Paid Time Off (PTO)
- Health & Wellness:
- Full Health Benefits (Medical Dental Vision HSA/FSA)
- Life Insurance
- Disability Protection (Short Term & Long Term Disability)
- Global Wellbeing: Gym/Fitness discounts (including US Peloton Global ClassPass and various regional gym memberships)
- Mental Health Support (Global Mental Health Global Wayhealthy Recordings)
- Caregiver Services
- Financial Growth & Security:
- 401K Matching (Employee Matching Program)
- Tuition Reimbursement
- Financial Health Education (Knowledge of Financial Education - KOFE)
- Tax Advantaged Accounts
- Family Support:
- Family Planning Support
- Parental Leave
- Global Surrogacy & Adoption Policy
- Professional Development & Recognition:
- Rewards & Recognition
- Global Employee Anniversary Awards
- Paid Volunteer Work
- Unique Perks:
- Employee Discount
- U.S. Bluebikes Membership
- Global Pod Outings
- Work/Life Balance:
- Emphasizing a supportive & flexible work environment that encourages a balance between personal and professional commitments
Massachusetts Applicants: I understand that it is unlawful in Massachusetts to require or administer a lie detector test as a condition of employment or continued employment. An employer who violates this law shall be subject to criminal penalties and civil liability.
Candidates for this position are to be based or plan to relocate to Boston and will be expected to comply with their teams hybrid work schedule requirements. Our teams are onsite in our Boston office Tuesday-Thursday and remote Monday and Friday.
About Wayfair Inc.
Wayfair is one of the worlds largest online destinations for the home. Whether you work in our global headquarters in Boston or in our warehouses or offices throughout the world were reinventing the way people shop for their homes. Through our commitment to industry-leading technology and creative problem-solving we are confident that Wayfair will be home to the most rewarding work of your career. If youre looking for rapid growth constant learning and dynamic challenges then youll find that amazing career opportunities are knocking.
No matter who you are Wayfair is a place you can call home. Were a community of innovators risk-takers and trailblazers who celebrate our differences and know that our unique perspectives make us stronger smarter and well-positioned for success. We value and rely on the collective voices of our employees customers community and suppliers to help guide us as we build a better Wayfair and world for all. Every voice every perspective matters. Thats why were proud to be an equal opportunity employer. We do not discriminate on the basis of race color ethnicity ancestry religion sex national origin sexual orientation age citizenship status marital status disability gender identity gender expression veteran status genetic information or any other legally protected characteristic.
Your personal data is processed in accordance with our Candidate Privacy Notice ( If you have any questions or wish to exercise your rights under applicable privacy and data protection laws please contact us at.
Employment Type
Full Time
