11 дней назад
Machine Learning Scientist II (Ads Science)
176 000 - 184 250$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Scientist II (Ads Science): Designing, building and deploying large-scale ML models and algorithmic decision-making systems for Wayfair's ads, search and recommendations with an accent on production ML, cross-functional stakeholder collaboration and scalable ML services. Focus on model monitoring, edge-case handling and identifying high-ROI model improvements.
Location: Must be based in, or plan to relocate to, Boston, MA. Hybrid schedule: onsite in Boston office Tuesday–Thursday, remote Monday and Friday.
Salary: USD 176,000–184,250 annual base pay (plus equity, bonuses and benefits depending on the position).
is one of the world's largest online destinations for the home, building cutting-edge ML and AI products.
- Design, build, deploy and refine large-scale machine learning models and algorithmic decision-making systems
- Work cross-functionally with commercial stakeholders to scope analytical solutions for business problems
- Collaborate with engineering, infrastructure and ML platform teams to deploy scalable ML services
- Build robust monitoring, alerting and edge-case handling mechanisms
- Identify new opportunities and insights from data, including projected ROI of model improvements
- 0–1 years of experience with a PhD, or 3+ years of industry experience with an MSc/BSc in STEM (engineering, computer science, economics, etc.)
- Proficiency in Python or another high-level programming language
- Strong theoretical understanding and hands-on expertise deploying ML solutions into production
- Strong written and verbal communication skills with the ability to synthesize conclusions for non-experts
- Intellectual curiosity and enthusiasm for continuous learning
- Experience with the Python ML ecosystem (numpy, pandas, sklearn, XGBoost) and/or Apache Spark (Spark SQL, MLlib)
- Familiarity with GCP (or AWS, Azure), ML frameworks, and orchestration tools (Airflow, Kubeflow, MLFlow)
- Paid holidays and PTO
- Full health benefits (medical, dental, vision, HSA/FSA), life insurance, disability protection
- 401(k) matching, tuition reimbursement, tax-advantaged accounts
- Family planning support, parental leave, surrogacy & adoption policy
- Employee discount, mental health support, fitness discounts
- Equal opportunity employer committed to reasonable accommodations
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