Deep Learning Innovation Modeling Intern at Samsung… · Mountain…

Summary: Samsung Electronics America is an advanced advertising technology company focused on connecting brands with Samsung TV audiences. The Deep Learning Innovation Modeling Intern will explore and develop machine learning technologies, design algorithms, and work closely with engineering teams to create impactful products. Responsibilities: - Explore cutting-edge machine learning technologies for our products - Design and develop deep learning algorithms and models for real-world products - Explore and incubate next-generation ML model structures for all performance ads solutions - Closely work with the machine learning engineering team to deploy new models to generate real-world impact - Create quick prototypes and proof-of-concepts for future product features - Design experiments, perform evaluations, and apply enhancements to our products - Publish research results in top venues and file patents Required Qualifications: - PhD students in Computer Science or relevant fields - Solid theoretical background in machine learning and/or data mining - Hands-on experience with machine and deep learning algorithms and models - Thorough understanding of state-of-the-art LLM/Diffusion models - Proficiency in data structures, algorithms, and machine learning libraries (e.g., TensorFlow, Keras, etc.) - Strong programming skills with Python - Good communication and interpersonal skills - Publications in relevant top venues (e.g., KDD, NIPS, ICML, ICLR, AAAI, IJCAI, ICDM, ACL, etc.) Preferred Qualifications: - Basic knowledge about big data tools and data pipelines Required Skills: Deep learning algorithms, Machine learning models, Python programming Important Skills: TensorFlow, Data structures, Large-scale models Nice-to-Have Skills: Publications in top venues, Basic big data knowledge, communication, Interpersonal skills