Senior AI Architect

3 days ago

Bengaluru, Karnataka, India beBeeMachineLearning Full time US$ 1,50,000 - US$ 2,50,000

Job Title: Senior Machine Learning Engineer

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  • Job Summary:
  • As a leading expert in Generative AI, you will play a crucial role in shaping the future of digital experiences. You will work closely with a talented team of ML and service engineers to architect and optimize large-scale foundation model pipelines.

Responsibilities:

  1. Design and develop GPU-optimized, efficient model pipelines that power the generative AI features on various Adobe applications and surfaces.
  2. Collaborate with outstanding researchers and engineers to bring innovative ideas to production.
  3. Provide technical leadership and mentorship for junior team members.
  4. Explore and research new and emerging ML and MLOps technologies to improve engineering effectiveness and efficiency.
  5. Review and provide feedback on features, technology, architecture, designs, and test strategies.

Requirements:

  • Master's or Ph.D. in Computer Science, AI/ML, or related fields or B.Tech with strong experience in AI/ML.
  • 12+ years of experience.
  • 3+ years as a Lead/Architect.
  • Excellent communication and technical leadership skills.
  • Experience in tech leading a large number of contributors on time-sensitive and business-critical GenAI projects.
  • Experience in the latest Generative AI technologies, such as GAN, diffusion, transformer models.
  • Strong hands-on experience with large-scale GenAI model pipelines and/or shipping ML features.
  • Strong collaboration skills. Experience with working in a Matrix organization, driving alignment, drawing conclusions, and getting things done.

Preferred Qualifications:

  • Experience training or optimizing models (CUDA, Triton, TRT, AOT).
  • Experience converting models from various frameworks like PyTorch and TensorFlow to other target formats to ensure compatibility and optimized performance across different platforms.
  • Good publication record in Computer Science, AI/ML, or related fields.

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