Senior Machine Learning Engineer
4 days ago
Machine Learning Engineer Job Description
Key Responsibilities:
- Design and develop machine learning pipelines for various tasks, including classification, regression, and natural language processing.
- Implement and experiment with different machine learning algorithms and techniques, such as supervised learning, unsupervised learning, and deep learning.
- Pre-process and clean large datasets for model training and evaluation.
- Train, evaluate, and optimize machine learning models using TensorFlow, PyTorch, scikit-learn, and LangChain.
- Integrate machine learning models into production systems and monitor their performance.
- Design and develop machine learning pipelines for computer vision tasks, including object detection, image classification, and image segmentation.
- Implement and experiment with different machine learning algorithms and techniques specific to computer vision, such as convolutional neural networks.
- Collaborate effectively with data scientists, software engineers, and other stakeholders to ensure the successful development and deployment of machine learning solutions, particularly focusing on computer vision and LLM applications.
- Communicate complex technical concepts to non-technical audiences.
- Experience with cloud platforms, such as AWS, GCP, and Azure, for deploying machine learning models.
- Utilize database knowledge to efficiently store, retrieve, and manage large datasets used for training and evaluating machine learning models.
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