Williams-Sonoma - San Francisco, CA

posted 3 months ago

Full-time - Intern
San Francisco, CA
Furniture, Home Furnishings, Electronics, and Appliance Retailers

About the position

Outward, Inc. is seeking talented research interns for its engineering team, focusing on delivering innovative visual experiences. The team is engaged in solving complex problems in imaging, computer vision, graphics, and machine learning. Interns will have the opportunity to work on various projects that involve applying advanced techniques in Deep Neural Networks (DNNs) for tasks such as segmentation and detection, enhancing visual content creation through generative algorithms like Stable Diffusion, and supporting the integration of AI into production processes to streamline workflows and automate tasks. Additionally, interns will contribute to developing AI solutions aimed at improving quality control and enhancing product visuals. The internship is designed for graduate students currently enrolled in programs such as Computer Science, Electrical Engineering, Applied Mathematics, or similar fields. Candidates should be on track to graduate with their Ph.D. or MSc degree between Fall/Winter 2024 and Spring/Summer 2025, and must have a minimum GPA of 3.5. The role requires experience with scientific libraries such as NumPy and scikit-learn, image manipulation libraries like OpenCV, and machine learning frameworks such as TensorFlow and PyTorch. Strong software engineering skills in Python or C++ and effective communication skills are also essential for success in this position. This is a paid internship lasting five to six months, starting in October 2024, with the flexibility to work between 20 to 40 hours per week. Outward, Inc. emphasizes a culture of diversity, equity, and inclusion, believing that such an environment fosters innovation and high-performing teams. The company is committed to reflecting the communities it serves and prioritizes people in its operations. As an Equal Opportunity Employer, Outward, Inc. welcomes applications from qualified individuals, including those with criminal histories, in accordance with applicable laws.

Responsibilities

  • Apply advanced techniques in Deep Neural Networks for tasks such as segmentation and detection.
  • Work with generative models, including Stable Diffusion, to enhance visual content creation and realism.
  • Support the integration of AI into production processes and streamline workflows.
  • Contribute to developing AI solutions that improve quality control and enhance product visuals.

Requirements

  • Currently enrolled in a graduate program in Computer Science, Electrical Engineering, Applied Mathematics, or a similar field.
  • On track to graduate with a Ph.D. or MSc degree between Fall/Winter 2024 and Spring/Summer 2025.
  • Minimum GPA of 3.5.
  • Experience with scientific libraries such as NumPy and scikit-learn.
  • Familiarity with image manipulation libraries like OpenCV.
  • Experience with machine learning frameworks like TensorFlow and PyTorch.
  • Strong software engineering skills in Python or C++.
  • Strong communication skills.

Nice-to-haves

  • Skills in processing and cleaning data.
  • Experience with maintaining PostgreSQL databases and image content.
  • Working experience on cloud infrastructure.

Benefits

  • Paid internship with hourly compensation.
  • Opportunity to work 20-40 hours a week.
  • Experience in a diverse and inclusive work environment.
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