Computer Vision Research Intern (Ph.D)

Posted 7 Days Ago
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Vancouver, BC
Internship
Artificial Intelligence • Computer Vision • Machine Learning
The Role
As a Computer Vision Research Intern, you'll conduct advanced research in computer vision and machine learning, collaborate with experts, and integrate algorithms into the testing platform.
Summary Generated by Built In

At Parallel Domain, we believe that autonomous systems – from self-driving cars to contactless delivery drones – have the opportunity to drastically improve the quality of life for billions of people. That is why we love what we do: enabling our customers to develop their technology safely using the Parallel Domain simulated testing platform. Our software changes the way our customers test their systems, accelerating their ability to deploy safe and reliable AI. 


We’re excited to bring on exceptional PhD Research Interns for summer and extended research opportunities. This is your chance to dive deep into advanced Computer Vision and Machine Learning research, collaborate daily with experienced professionals, and make immediate real-world impact.

Internship details:

  • Duration: Ideally 12-16 weeks (can extend up to 6 months)
  • Level: PhD students (must have prior relevant publications)
  • Location: Candidates based in the USA, Canada, or Germany

In this role you will:

  • You’ll be part of the ML team tasked with establishing best practises on creating and using synthetic data for perception
  • You will work directly with our team to perform cutting-edge research in one or more of these key areas: 3D computer vision, generative models for image/video/scene generation, style transfer, image inpainting, neural rendering, and related areas 
  • You’ll develop, experiment, and integrate advanced CV algorithms into our platform
  • You’ll summarize your findings to help guide our team as well as our customers
  • You’ll sync with your team on a daily basis to discuss progress, ideas and problems
  • You’ll work with veterans from the gaming, movie and automotive industry

About You:

  • You are actively pursuing a PhD in computer science or a related field at a world renowned university. 
  • You are well-versed with developing machine learning models for computer vision tasks
  • You have published peer-reviewed research in at least one of these areas: 3D Computer Vision and Scene Reconstruction, Generative Modeling (GANs, Diffusion models, 3D Gaussian Splatting), Image and Scene Synthesis (Inpainting, Style Transfer), Semantic Segmentation or Automated Scene Understanding, Domain Adaptation or Sim-to-Real techniques
  • You have prior experience with Pytorch, Tensorflow, or Keras. 
  • You're eager to learn You are a team-player and understand the importance of clear communication
  • You thrive in ambiguous environments
  • You are not afraid to approach new challenges
  • You are fluent in english

Bonus Points (Nice to have):

  • Experience working with AV simulation, synthetic data generation, or multi-modal sensor data (cameras, LiDAR).
  • Familiarity with NeRF, 3D Gaussian Splatting, or point-cloud data.
  • Prior experience at a fast-growing startup or dynamic team.

Why join Parallel Domain?


We are assembling a team of creative, talented visionaries seeking to build a new technology that will change the world. You will be able to learn, build, and scale our team and technology in a collaborative, creative culture that values every team member.


To attract and inspire the right interns, we offer: 

•  Competitive compensation

•  Relocation packages

•  Equipment budget to optimize your setup

•  Learning and development stipend


Parallel Domain celebrates diversity and is committed to creating a safe and inclusive environment for all our people. We are committed to providing employees with an environment free of discrimination, bullying and harassment. All employment decisions at Parallel Domain are based on business needs, job requirements and individual qualifications. We will maintain our commitment to and support of equal employment opportunity for all individuals without regard to race, national/ethnic origin, colour, religion, age, sex (including pregnancy), sexual orientation, gender identity/expression, marital status, family status, genetic characteristics or physical/mental disability. Our commitment extends to any other protected classes which may exist under applicable law.

Top Skills

Computer Vision
Keras
Machine Learning
PyTorch
TensorFlow
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The Company
HQ: Palo Alto, CA
67 Employees
On-site Workplace
Year Founded: 2017

What We Do

Training and testing autonomous systems in the real world is a slow, expensive and cumbersome process. Parallel Domain is the smartest way to prepare both your machines and human operators for the real world, while minimizing the time and miles spent there. Connect to the Parallel Domain API and tap into the power of synthetic data to accelerate your autonomous system development.

Parallel Domain works with perception, machine learning, data operations, and simulation teams at autonomous systems companies, from autonomous vehicles to delivery drones. Our platform generates synthetic labeled data sets, simulation worlds, and controllable sensor feeds so they can develop, train, and test their algorithms safely before putting these systems into the real word.

#syntheticdata #autonomy #AI #computervision #AV #ADAS #machinelearning

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