Senior Machine Learning Developer

4 weeks ago


Bengaluru, Karnataka, India Adobe Full time

Our Mission

At Adobe, we're on a mission to empower people to create and deliver exceptional digital experiences. We're passionate about harnessing the power of machine learning to drive innovation and transform how companies interact with customers across every screen.

The Opportunity

We're seeking a skilled Machine Learning Engineer to join our dynamic and innovative team. The ideal candidate will have a strong background in machine learning, experience with innovative ML projects, and preferably a background in startup environments. A deep understanding of Diffusion models and hands-on experience with PyTorch Lightning are highly desirable.

Key Responsibilities

  • Design, develop, and implement sophisticated machine learning models to tackle complex problems.
  • Work on Diffusion models to improve Adobe's product offerings.
  • Collaborate with cross-functional teams to integrate machine learning solutions into production systems.
  • Optimize machine learning models for performance using PyTorch Lightning.
  • Conduct research to stay updated with the latest machine learning and AI advancements.
  • Analyze and interpret large datasets to extract significant insights.
  • Document and present findings and solutions to technical and non-technical collaborators.

Requirements

  • Bachelor's or Master's degree in Computer Science, Engineering, Statistics, or a related field.
  • Prior experience in computer vision or audio is a must.
  • Experience in developing and deploying machine learning models.
  • A good understanding of Diffusion models.
  • Hands-on experience with PyTorch Lightning.
  • Proficiency in Python and machine learning libraries such as TensorFlow, Keras, or similar.
  • Having publications at top-tier peer-reviewed conferences or journals is a plus.


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