Staff Machine Learning Engineer
Tasks
- Architect build deploy large scale machine learning systems
- Build LLM integrated search and recommendation experiences
- Collaborate with product data science infra and UX teams
- Design recommender systems and ranking models
- Develop pipelines for content understanding and embeddings
- Evaluate model performance improve accuracy reduce bias
- Lead projects from ideation to production
- Leverage multimodal models for personalization
- Mentor engineers and establish ML best practices
- Optimize user engagement and long term value
Perks/Benefits
- 401k employer match
- Caregiving support
- Comprehensive healthcare benefits
- Family planning support
- Flexible vacation
- Gender-affirming care
- Generous paid parental leave
- Mental health & coaching benefits
- Paid volunteer time off
- Professional development support
Skills/Tech-stack
Bias Mitigation | Convolutional Neural Networks | Data Pipelines | Feature Engineering | Fine Tuning | Go | Graph Neural Networks | LLM | Lexical retrieval | Machine Learning | Model Evaluation | Model Optimization | Model Serving | Multimodal Learning | Neural Networks | PyTorch | Python | RAG | Random Forests | Ranking Models | Recommender Systems | Regression | Retrieval | Search & Ranking | Semantic Retrieval | TensorFlow | Transformers | XGBoost
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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