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Saarthee - Machine Learning Scientist
4 months ago
Your Role Responsibilities and Duties:
- Develop, implement, and optimize machine learning models for various applications, including predictive safety, content personalization, search, virtual assistant, time series forecasting, and clustering.
- Utilize a wide array of state-of-the-art machine learning and deep learning technologies to address diverse machine learning problems such as multilingual text classification, language modelling, and multi-modal learning.
- Collaborate with cross-functional teams to understand business requirements and translate them into analytical solutions.
- Conduct thorough exploratory data analysis to uncover patterns, trends, and valuable insights.
- Deploy machine learning models into production environments using AWS services and implement scalable and efficient solutions for real-time and batch predictions.
Required Skills and Qualifications:
- Bachelor's degree in computer science, Engineering, Statistics, or a related field.
- 5+ years of working experience in at least one of the advanced machine learning areas including computer graphics, reinforcement learning, recommendation system, and natural language processing.
- Proficiency in the Python programming language and experience with PyTorch, TensorFlow, or similar frameworks.
- Experience in designing and implementing machine learning-based solutions that ideally include online safety, voice-activated conversational systems, recommender systems, search engines, personalization, time series forecasting, and A/B testing.
- Strong machine learning, statistical and analytical skills.
