Machine Learning Engineer
Tasks
- Build ML pipelines and experimentation workflows
- Build predictive modeling systems
- Build production machine learning systems
- Collaborate with cross functional teams to deliver measurable impact
- Develop computer vision models
- Develop recommendation models
- Improve personalization systems
- Improve search and discovery ranking
- Maintain production machine learning systems
- Monitor model performance in production
- Participate in ML system design discussions
- Train and evaluate large scale datasets
- Write reliable maintainable production code
Perks/Benefits
- 401k matching
- Dental insurance
- Employee assistance program
- Employee recognition program
- Fully remote optional
- Health insurance
- Life insurance
- Long-term disability insurance
- Paid Holidays
- Short-term Disability Insurance
- Stipend
- Unlimited PTO
- Vision insurance
Skills/Tech-stack
Data Pipelines | Embeddings | Information Retrieval | LLM | Machine Learning | Model Evaluation | Model Monitoring | NumPy | Pandas | PyTorch | Python | Ranking Systems | Recommender Systems | Scikit-learn | TensorFlow | XGBoost
Education
Bachelor of Engineering | Bachelor of Science | Bachelor of Technology | Master of Science | PhD
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