8 дней назад
Machine Learning Scientist II - Supply Chain AI
176 000 - 184 250$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Scientist II - Supply Chain AI (Machine Learning/AI): Building and deploying large-scale machine learning models for supply chain and post-order customer experience with an accent on delivery prediction, policy abuse detection, personalization, and visual diagnostics. Focus on exploratory data analysis, developing evaluation frameworks, and solving complex business problems through production-ready ML systems.
Location: Hybrid position based in Boston, Massachusetts, United States; in-office Tuesday–Thursday and remote Monday and Friday.
Annual base salary: $176,000–$184,250, excluding equity and other compensation.
Company
is an online retail platform using machine learning and AI to improve how customers shop for their homes.
What you will do
- Design, build, deploy, and maintain large-scale machine learning models that deliver business impact.
- Perform exploratory data analysis to identify patterns, relationships, and features for model training.
- Collaborate with product managers, commercial stakeholders, and engineering partners to develop ML solutions.
- Define success metrics and build evaluation frameworks for assessing model output quality.
- Develop solutions for supply chain and post-order customer experience, including delivery prediction and operational optimization.
Requirements
- PhD with 0–1+ years of experience, or a Master’s degree in STEM with 2+ years of full-time industry experience in applied research.
- Experience delivering machine learning projects from conception through production, including deployment, maintenance, and problem-solving.
- Professional Python coding skills and proficiency in SQL.
- Experience with data visualization tools, TensorFlow or PyTorch, and version control best practices.
- Strong written and verbal communication skills for explaining technical concepts to technical and non-technical audiences.
- Ability to work in the Boston hybrid arrangement with regular office attendance.
Nice to have
- Familiarity with GCP, AWS, or Azure; MLOps tools such as feature stores and MLflow; and orchestration tools such as Kubeflow or Airflow.
- Experience with Docker, causal inference, multi-armed bandits, personalization, or large language models.
Culture & Benefits
- Paid holidays and paid time off.
- Medical, dental, vision, HSA/FSA, life insurance, and disability protection.
- 401(k) matching, tuition reimbursement, tax-advantaged accounts, and financial education.
- Parental leave, family planning support, caregiver services, and mental health support.
- Hackathons, technology exploration, employee discounts, fitness benefits, and team outings.
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