Staff Machine Learning Engineer
USA-CA-Office-Mountain View, United States
R
USD 162K-342K Senior-level Full Time
Tasks
- Build and maintain data pipelines for model training and inference
- Collaborate with engineering and product teams in Agile
- Deploy and operate machine learning systems at cloud scale
- Design machine learning models for classification and prediction
- Develop and deploy machine learning models
- Implement model observability monitoring and drift detection
- Integrate machine learning solutions into platform services
- Optimize machine learning models for performance scalability reliability and cost
- Run model experimentation evaluation and iteration using A B testing
Perks/Benefits
- 401k matching
- Disability insurance
- Employee stock ownership
- Growth opportunities
- Health insurance
- Paid time off
Skills/Tech-stack
A/B | A/B Testing | AWS | Azure | B testing | Batch inference | Cloud platform | Data Pipelines | Distributed Computing | Docker | Drift Detection | Feature Store | Fine Tuning | GRPC | Google Cloud | Google Cloud Platform | Kubernetes | Langchain | Langgraph | Language Models | Large Language Models | Model Drift | Model Drift Detection | Model Fine-tuning | Model Monitoring | Prompt engineering | PyTorch | Python | REST | Ray | Real Time | Real-time Inference | Retrieval-Augmented Generation | Scikit-learn | Spark | TensorFlow | Text Embeddings | Vector Databases
Education
Regions
Countries
States
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