Machine Learning Engineer, Local Search & Marketplace
Mountain View, California, United States
USD 190K-300K Senior-level Full Time
Tasks
- Analyze experiment results
- Apply embeddings
- Apply large language models
- Apply natural language processing
- Build end-to-end machine learning pipelines
- Build machine learning models for matching
- Build machine learning models for personalization
- Build machine learning models for ranking
- Build machine learning models for recommendation
- Build machine learning models for retrieval
- Build machine learning models for search
- Design offline experiments
- Design online experiments
- Develop systems for context understanding
- Develop systems for query understanding
- Develop systems for user behavior understanding
- Develop systems for user preference understanding
- Explore ML and LLM techniques for production
- Measure model quality
- Measure product impact
- Monitor model performance
- Optimize conversion
- Optimize engagement
- Optimize model relevance
- Optimize retention
- Partner with data teams to translate business needs into ML solutions
- Partner with engineering teams to deploy ML solutions
- Partner with product teams to define ML problems
- Prepare data for model training
- Serve models online
- Train machine learning models
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | Apache Spark | B testing | C++ | Causal analysis | Data Mining | Deep learning | Embeddings | Feature Engineering | Information Retrieval | Intent Classification | Java | Kubernetes | Language Models | Language Processing | Large Language Models | Learning-to-Rank | Machine Learning | Model Monitoring | Model Training | Natural Language | Natural Language Processing | Online Serving | PyTorch | Python | Query Understanding | Ranking | Recommendation Systems | Retrieval Techniques | Search | Semantic Search | TensorFlow
Education
N/A
Regions
Countries
States
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