Company

TeslaSee more

addressAddressPalo Alto, CA
type Form of workFull-time
CategoryEngineering/Architecture/scientific

Job description

As a member of the Self-Driving team, you will design, train, and deploy Machine Learning models for perception and automated data annotation at an unprecedented scale for autonomy systems. You will utilize Tesla’s enormous compute and data generation capabilities to push the state of the art in real world applications.

Request

  • Strong experience writing production-level Python and software engineering best practices
  • Solid mathematical fundamentals including linear algebra, vector calculus, probability theory, and numeric optimization
  • An “under the hood” knowledge of deep learning: layer details, loss functions, optimization, etc
  • Understanding of modern deep learning techniques (CNNs, transformers, autoregressive models, etc.)
  • Domain expertise in at least one of these areas: object detection & tracking, pose estimation, depth estimation, semantic & instance segmentation, video models, differentiable rendering, Neural Radiance Field (NeRF), 3D reconstruction, visual SLAM, structure from motion
  • Familiarity with basic computer vision concepts such as intrinsic and extrinsic calibrations, homogeneous coordinates, projection matrices, and epipolar geometry
  • Experience with PyTorch, or at least another major deep learning framework such as TensorFlow
  • Experience in GPU programming (e.g., CUDA, OpenCL, OpenGL) or GPU-accelerated libraries
  • Comfortable working in a shared cluster environment
Refer code: 9304584. Tesla - The previous day - 2024-05-24 02:30

Tesla

Palo Alto, CA

Share jobs with friends

Related jobs

Machine Learning Engineer, 3D Computer Vision, Self-Driving

Senior Software Engineer, Privacy - Machine Learning Platform and Technology

Machine Learning And Ai

Cupertino, CA

just now - seen

Senior Machine Learning Engineer

Adobe

San Jose, CA

2 days ago - seen

Computer Vision/Machine Learning Engineer

Machine Learning And Ai

Sunnyvale, CA

2 days ago - seen

Machine Learning Engineer

Software And Services

Cupertino, CA

6 days ago - seen

Machine Learning Compiler Engineer

Hardware

Cupertino, CA

7 days ago - seen

Pre-Silicon Machine Learning Compiler Engineer

Hardware

Cupertino, CA

7 days ago - seen

Sr. Machine Learning Engineer (Recommendations)

Philo

USD 200000 - 240000

San Francisco, CA

2 weeks ago - seen

Senior Software Engineer - Machine Learning

Snowflake

$187,000 - $276,000 a year

San Mateo, CA

2 weeks ago - seen

Computer Vision Engineer

Machine Learning And Ai

Sunnyvale, CA

2 weeks ago - seen

Machine Learning Engineer

Machine Learning And Ai

Cupertino, CA

2 weeks ago - seen

Applied LLM Engineer, Applied Machine Learning

Corporate Functions

Sunnyvale, CA

3 weeks ago - seen

Machine Learning Software Engineer

Apple, Inc.

United States, California, Sunnyvale

Sunnyvale, CA

3 weeks ago - seen

Senior Engineer, Machine Learning

Biospace

Hayward, CA

4 weeks ago - seen

Senior Consultant - Machine Learning / AI Engineer

The Spur Group

Irvine, CA

a month ago - seen

Cloud DevOps / Site Reliability Engineer, Applied Machine Learning

Software And Services

Sunnyvale, CA

a month ago - seen

Staff Software Engineer, Machine Learning, YouTube

Youtube

Mountain View, CA

a month ago - seen