Senior Machine Learning Vision Engineer

2 weeks ago


Delhi, Delhi, India BLJ Tech Geeks Full time

Job Overview:

We are seeking an experienced Senior Machine Learning Vision Engineer to lead our Vision and GenAI projects. This role requires a strong background in Deep Learning, Computer Vision, and Generative AI, with a proven track record of success in a fast-paced startup environment.

Key Responsibilities:

  • Lead the entire lifecycle of Vision and GenAI projects, from initial concept to deployment.
  • Research, design, develop, and deploy robust and scalable ML systems for various Vision use-cases.
  • Optimize model training and inference pipelines to maximize GPU utilization and minimize costs.
  • Collaborate with Product, Backend, and Platform teams to define project roadmaps and ensure alignment of business goals.
  • Mentor and guide junior and intermediate engineers, fostering a culture of innovation and excellence.

Requirements:

  • Solid foundation in Deep Learning, Computer Vision, and Generative AI, with 6-8 years of experience.
  • In-depth knowledge of CNNs, GANs, VAEs, Diffusion models, and Inpainting methods, image processing techniques, and text-to-image and image-to-image generation architectures.
  • Strong programming skills in Python and proficiency with ML frameworks (e.g., Tensorflow, Pytorch, JAX).
  • Experience in deploying Vision models on edge devices, optimizing for resource constraints.
  • Ability to stay up-to-date with the latest research and try out unconventional ideas.
  • Passion for problem-solving and creative thinking, with the ability to break down complex problems into actionable items.

Bonus Points:

  • Experience with 3D computer vision, video processing, and text-to-video, image-to-video generation.
  • Knowledge of Rust programming language for implementing inference pipelines.
  • Experience working with highly skewed and imbalanced data.
  • Familiarity with cloud platforms (AWS, GCP, Azure) and containerization (Docker, Kubernetes).

About BLJ Tech Geeks:

We are a cutting-edge technology company that pushes the boundaries of innovation and excellence. Our team is passionate about developing cutting-edge AI and ML solutions that transform industries and lives.



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