Machine Learning Researcher
1 month ago
Key Responsibilities:
- Be the domain expert for machine learning algorithms, particularly in areas related to AI features for mobile performance monitoring
- Experiment with various models to assess their suitability for production use cases
- Prune and fine-tune machine learning models to optimize performance, speed, and resource usage
- Design and execute experiments to compare model effectiveness, scalability, and efficiency
- Deploy machine learning models into production environments, ensuring robustness, scalability, and efficient resource utilization
- Monitor and maintain models post-deployment, ensuring they continue to perform optimally and adjust as neededStay up-to-date with the latest research and trends in machine learning and AI
**Qualifications**:
- Bachelor’s degree in Computer Science, Machine Learning, AI, or a related field
- 3-4 years of relevant work experience
- Strong experience in machine learning algorithms, model training, and optimization
- Experience with model deployment and monitoring in production environments
- Proficiency in Python and frameworks such as TensorFlow, PyTorch, or similar
- Strong problem-solving skills and ability to work in a dynamic, collaborative environment
- Familiarity using AWS for model deployment and deploying models to mobile devices is a plus
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