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LeadRemoteWaltham, Massachusetts

Machine Learning Engineer

Z
ZoomInfo
Зарплата
$16,000–$25,200
Уровень
Lead
Формат
Remote
О роли

Описание вакансии

About the company

ZoomInfo is the Go-To-Market Intelligence Platform that empowers businesses to grow faster with AI-ready insights, trusted data, and advanced automation.

Responsibilities
  • Set technical strategy for the data graph, entity resolution, buying intent, and agent context
  • Frame and ship novel problems such as extraction for companies with no public footprint or semantic intent at web scale
  • Define evaluation standards including sampling methodology, human labels, validated LLM judges, and release gates
  • Define data contracts between the data graph, intent signals, and consuming agents
  • Turn good choices into defaults across the group
  • Lead design reviews, mentor senior engineers, shape hiring, and represent the team's technical judgment
Requirements
  • Set technical direction as an individual contributor for a problem area spanning more than one team
  • Breadth across classical machine learning on large tabular data, applied statistics, language processing at scale, and LLM agents
  • Defined and driven adoption of evaluation standards beyond your own team
  • Track record of changing how a group builds or measures
  • Made cost and capacity decisions for model training and serving
  • Hands-on in production Python and strong SQL with distributed data processing experience
  • Experience with ranking and retrieval, including embeddings, learned re-ranking, and metrics such as recall@k, MRR, and nDCG
  • Entity resolution, knowledge graph, or web-scale information extraction experience
  • Trained and served open-weight models in PyTorch, including GPU capacity planning
Conditions
  • US base salary: $192,500 - $302,500 USD
  • Additional compensation such as Bonus, Commission, Equity and other benefits may apply
Стек и навыки

С чем работаем