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The Early Career Computer Science - Applied Machine Learning Engineer position at Sandia National Laboratories involves exploring, prototyping, and experimenting with machine learning approaches for novel applications relevant to mission programs. The role requires collaboration with teammates to review literature, conduct experiments, and develop machine learning prototypes, while also maintaining commitments to customer support and project management.