Sr. Machine Learning Engineer
Tasks
- Build end-to-end ML workflows
- Build predictive analytics for yield and quality
- Collaborate with cross functional stakeholders to translate problems into ML solutions
- Deploy and monitor models in production
- Design data acquisition and feature engineering pipelines
- Develop ML and deep learning models
- Do root cause analysis using test and manufacturing data
- Perform advanced data analysis
- Train and evaluate machine learning models
Perks/Benefits
- 401k plan
- Employee recognition
- Employee stock purchase plan
- Health insurance
- Paid time off
- Parental leave
Skills/Tech-stack
Algorithms | Anomaly Detection | Apache Airflow | Data Analysis | Deep learning | Feature Engineering | LLM | MLflow | Machine Learning | Model Deployment | Model Evaluation | Neural Networks | Pattern Recognition | Predictive Analytics | Prompt engineering | Python | RAG | Retrieval-Augmented Generation | Series modeling | Signal Processing | Statistics | Time Series | Time Series Modeling
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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