Artificial Intelligence / Machine Learning Scientist

at OSI Engineering
Published November 8, 2022
Location San Jose, CA
Category Default  
Job Type Full-time  

Description

Artificial Intelligence / Machine Learning Scientist

Summary:

Join an Innovation Team for a global automotive company as their Artificial Intelligence, Machine Learning Scientist. The position focuses on research and development of AI algorithms and systems to support socially aware cooperative systems in mixed-autonomy environments. The candidate will use human behavior modeling and social psychology to tackle challenging problems in multi-agent interaction and coordination and explainable and interpretable behavior prediction.

Responsibilities:


• Research and development of machine learning algorithms that enable interpretation and understanding of complex scenes to support decision-making of socially aware intelligent systems.


• Support creation of benchmark datasets for training and evaluation of algorithms, including experiment design, sensor calibration, managing data collection, creating data annotation guidelines, and managing annotation work with outside vendors.


• Design, development, and integration of software systems and architectures necessary to realize research prototypes.


• Develop and evaluate metrics to verify the reliability of proposed algorithms.


• Contribute to a portfolio of patents, academic publications, and prototypes to demonstrate research value.

Required Skillset:


• Ph.D. or M.S. in computer science, electrical engineering, or related field.


• Strong publication record, particularly in machine learning and intelligent cooperative systems.


• Strong familiarity with machine learning techniques used in mobility systems.


• Familiarity with scene modeling and interpretation using spatiotemporal graphs, scene graphs, graph convolution networks, or similar graphical modeling techniques.


• Experience in open-source Deep Learning frameworks such as TensorFlow or PyTorch.


• Highly proficient in software engineering using C++ and Python.


• Preferred hands-on experience in handling multi-modal sensor data.


• Strong written and oral communication skills including development and delivery of presentations, proposals, and technical documents.

Location: San Jose, CA (Hybrid schedule and relocation assistance is available for candidates out of the Bay Area in California.)

Type: Fulltime

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