Sony AI/ML Computer Vision Research Intern 

United States, Missouri 

555972105

JOB RESPONSIBILITIES

• Research and evaluate the performance of state-of-the-art computer vision with respect to latest deep learning algorithms.

• Apply software engineering skills to prototype algorithms to identify challenges for our research.

• Learn, collaborate, and network alongside world-class researchers and creators to investigate algorithms; present your findings and contribute to industry leading entertainment technology community.

QUALIFICATIONS

• M.S., Ph.D. candidate, or Post-doc in Computer Science, Electrical Engineering, or a related field.

• Research background in the area of AI/Machine Learning, Computer Vision, specifically image and video object segmentation and video object tracking.

• Strong familiarity with neural network modeling and analysis, formulate optimization flow using PyTorch, TensorFlow or equivalent deep learning framework.

• Strong familiarity with Python and/or modern C++ for rapid algorithm prototyping.

• Strong familiarity with camera geometry and geometric algebra

• Excellent analytical and mathematical skills.

• Knowledge and experiences in transformer models

• Knowledge and experiences in SOTA model fine tuning techniques

• Knowledge and experiences in VFX tools is a plus (Nuke, Silhouette, Adobe photoshop)

All qualified applicants will receive consideration for employment without regard to any basis protected by applicable federal, state, or local law, ordinance, or regulation.