Senior Machine Learning Engineer: ML Recall

Added
23 days ago
Type
Full time
Salary
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Related skills

python deep learning pytorch machine learning recommendation systems

πŸ“‹ Description

  • Develop and optimize modern search retrieval systems using dense and sparse models, query
  • Build solutions that balance retrieval quality and strict latency requirements, ensuring relevant
  • Develop end-to-end visual and multimodal search capabilities, including image search, visual
  • Train, fine-tune, evaluate, deploy, and continuously improve deep learning models used across
  • Experiment with new model architectures, retrieval approaches, and techniques, validating their
  • Address complex measurement challenges in search recall by developing reliable ground truth and

🎯 Requirements

  • 4+ years of experience building and shipping production machine learning systems.
  • Professional experience with search, information retrieval, recommendation systems, or closely
  • Hands-on experience training, fine-tuning, and evaluating transformer-based models.
  • Strong Python and PyTorch skills, with practical experience developing production-quality ML
  • Familiarity with data orchestration and large-scale data processing tools such as Spark and Airflow.
  • Demonstrated experience owning machine learning models end to end, from problem formulation and

🎁 Benefits

  • Unlimited vacation time, with employees strongly encouraged to take at least 3 weeks of vacation
  • Fully remote working environment, giving you flexibility over where you live and work.
  • Work-from-home stipend to help you create an effective home-office setup.
  • Apple laptop provided for new employees.
  • Annual training and professional development budget.
  • Maternity and paternity leave for eligible employees.
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