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Machine Learning Intern (Minimum 6 month internship - NO OPT/CPT)

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Volkswagen Group

Jan 15, 2024

Applications are closed

  • Internship
    Full-time
    Off-cycle Internship
  • Software Engineering
  • San Francisco

Requirements

  • Must be enrolled at a University/College or Graduation date must be within the last six months.
  • Must have a cumulative GPA of at least 3.0.
  • Strong Python programming skills.
  • Good experience using Linux.
  • Experience with deep learning frameworks such as TensorFlow and PyTorch.
  • Good knowledge of image processing and machine learning.
  • Independent work, initiative, motivation, ability to work in a team.

Responsibilities

  • Driving data pre-processing including checking labels, formatting, etc.
  • Support project team in building data pipelines for training deep neural networks.
  • Benchmarking and reporting of various neural network models performance.
  • Research into suitable new network architectures to for time series prediction, and anomalies detection.
  • Research into suitable new network architectures to improve the perception of the environment with a focus on optical sensors.
  • Research on supervised and unsupervised learning methods to estimate road participants' depth, motion, and velocity.
  • Research on various neural networks for the interpretation of camera images (object detection, panoptic segmentation) and trajectory/motion planning.
  • Fusion of different neural networks to use shared resources to decrease memory and computation footprint.
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Volkswagen Group

Manufacturing & Electronics
Industry
10,001+
Employees
1937
Founded Year

Mission & Purpose

The Volkswagen Group with its headquarters in Wolfsburg is one of the world’s leading automobile manufacturers and the largest carmaker in Europe. The Group is made up of ten brands from seven European countries: Volkswagen, Volkswagen Nutzfahrzeuge, ŠKODA, SEAT, CUPRA, Audi, Lamborghini, Bentley, Porsche and Ducati. Our group sells vehicles in 153 countries and operates 119 production plants worldwide. Each working day, around 675,000 employees worldwide produce cars, are involved in vehicle-related services or work in the other fields of business. Our goal is to make mobility sustainable for us and for future generations. Our promise: With electric drive, digital networking and autonomous driving, we make the automobile clean, quiet, intelligent and safe. At the same time, our core product becomes even more emotional and offers a completely new driving experience. It is also becoming part of the solution when it comes to climate and environmental protection. In this way, the car can continue to be a cornerstone of contemporary, individual and affordable mobility in the future. #Shapingmobility