Jobs · Engineering · California

Staff Machine Learning Engineer

Ladders · San Jose, CA · 1 wk ago
On-siteEngineering$212k–$307k/yrFull-time

Responsibilities

  • Design and deploy semantic matching and ranking models for multimodal content
  • Build representation learning systems to enhance content understanding
  • Develop scalable architectures for search and recommendation systems
  • Train and optimize machine learning models using large datasets
  • Create evaluation frameworks and metrics to assess model performance
  • Collaborate with research and product teams to implement innovative solutions
  • Manage the ML system lifecycle from development to deployment

Qualifications

  • 5-7 years of experience in building and deploying production machine learning systems
  • Experience in developing scalable retrieval, recommendation, ranking, or semantic matching systems
  • Deep understanding of modern machine learning techniques, including representation and metric learning
  • Familiarity with multimodal models like LLMs and vision-language models
  • Proficiency in Python and experience building ML services infrastructure
  • Experience with ML frameworks like PyTorch or TensorFlow
  • MS or PhD in a relevant field or equivalent experience

Benefits

  • Health, dental, and vision insurance
  • 401(k) retirement plan with company match
  • Generous paid time off and holidays
  • Learning and development resources and opportunities
  • Employee discounts on the company products and services

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