Senior Machine Learning Engineer, Relevance and Personalization (Query Intelligence)
Tasks
- Build query understanding machine learning models
- Collaborate with cross-functional teams to define ML requirements
- Conduct A/B testing to evaluate impact
- Develop autocomplete and smart compose systems
- Implement query tagging and NER pipelines
- Leverage NLP and large language models for search experiences
- Perform query expansion and intent modeling
- Run batch and real time model pipelines
- Serve low latency model predictions
- Train and productionize machine learning models at scale
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | Apache Airflow | Apache Kafka | Apache Spark | Autocomplete | B testing | Data Pipelines | Entity recognition | Feature Engineering | Hive | Intent Classification | Kubernetes | Language Models | Language Processing | Large Language Models | Machine Learning | Model Serving | Named Entity Recognition | Natural Language | Natural Language Processing | PyTorch | Query Expansion | Sequence tagging | Smart Compose | TensorFlow | Training-serving skew
Education
N/A
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