9 дней назад
Senior Machine Learning Scientist (Agentic AI)
297 250 - 298 625$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Machine Learning Scientist (Agentic AI): Building production machine learning models and agentic merchandising workflows that organize product relationships, identify assortment gaps, and optimize product selection across a 41-million-SKU retail catalog with an accent on representation learning, graph-based methods, multimodal data, and efficient LLM systems. Focus on designing scalable AI workflows, deploying and monitoring models, balancing accuracy, latency, and cost, and developing automated catalog validation and curation systems.
Location: Boston, Massachusetts, United States
Annual base salary: $297,250–$298,625
Company
is an online retail platform building technology and science-backed solutions for home shopping, product discovery, and merchandising.
What you will do
- Design, build, deploy, monitor, and iterate machine learning models for product relationships, demand understanding, product mix optimization, and assortment gap identification.
- Apply representation learning, similarity search, classification, and graph-based methods to structured and unstructured product data, including attributes, text, and images.
- Develop scalable agentic AI workflows for schema definition, dataset generation, relationship modeling, catalog validation, and LLM-based judgment systems.
- Optimize model cost, efficiency, and scalability using parameter-efficient fine-tuning, knowledge distillation, and hybrid machine learning approaches.
- Define success metrics, conduct exploratory analysis on large retail datasets, and improve product grouping and curation quality.
- Collaborate with product managers, engineers, supplier experience teams, and external AI research partners while mentoring junior machine learning scientists.
Requirements
- 5+ years of experience with a PhD, 9+ years with an MS, or 10+ years with a BS in a quantitative STEM field.
- 2+ years of experience as a Tech Lead, preferably developing agentic AI workflows at scale.
- Strong Python and machine learning ecosystem experience, including PyTorch, XGBoost, or similar frameworks.
- Experience deploying and operating machine learning models in production and working with scalable data pipelines and complex datasets.
- Expertise in graph relationships, representation learning, embedding-based similarity search, graph-based machine learning, multimodal data, and agentic AI workflows.
- Must work from Boston, Massachusetts, United States.
Nice to have
- Experience with large-scale ecommerce or catalog data, including product attributes, taxonomy, text, and images.
- Experience with MLOps tools such as feature stores, MLflow, and monitoring systems.
- Experience with Airflow, Kubeflow, cloud platforms, Docker, LLMs, or multimodal models.
Culture & Benefits
- Work on a large and complex retail catalog with measurable impact on customers and suppliers.
- Collaborate in a cross-functional environment with scientists, engineers, and product leaders.
- Access hackathons and experimentation time for exploring new machine learning and AI approaches.
- Receive paid holidays, paid time off, health benefits, life insurance, disability protection, and caregiver support.
- Additional benefits include 401(k) matching, tuition reimbursement, parental leave, employee discounts, and professional recognition programs.
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