Senior Machine Learning Engineer

3 weeks ago


Shahpur, India BLJ Tech Geeks Full time

Locations Delhi, BengaluruExperience 6-9 YearsWFOResponsibilities:● Lead the entire lifecycle of Vision and GenAI projects, from initial concept throughoutdeployment● Research, design, develop and deploy robust and scalable ML systems for variousVision use-cases● Optimize model training and inference pipelines to maximize GPU utilization andminimize costs● Collaborate with Product, Backend and Platform teams to define project roadmaps,ensure alignment of business goals, and drive strong execution● Mentor and guide junior and intermediate engineers, fostering a culture of innovationand excellenceAbout You:● Solid foundation in Deep Learning, Computer Vision and Generative AI, with a provenexperience of 6-8 Years, preferably in a fast-paced startup environment● In-depth and practical knowledge of CNNs, GANs, VAEs, Diffusion models andInpainting methods, image processing techniques, text-to-image and image-to-imagegeneration architectures etc.● Strong programming skills in Python and proficiency with ML frameworks (e.GTensorflow, Pytorch, JAX) – create code that is understandable, simple, clean, and easilyshared with others.● Experience in deploying Vision models on edge devices, optimizing for resourceconstraints● Knack for staying up to date with the latest research and trying out unconventional,out-of-the-box ideas● Passion for problem-solving and creative thinking, with the ability to break down complexand abstract problems into actionable items● Self-motivated to build, with an ability to thrive with minimal oversight and process● Demonstrated experience in leading projects and teams, with strong communicationskillsBonus Points:● Experienced with 3D computer vision, video processing and text-to-video,image-to-video generation● Knowledge of Rust programming language for implementing the inference pipelines● Experienced working with highly skewed and imbalanced data● Familiarity with cloud platforms (AWS, GCP, Azure) and containerization (Docker,Kubernetes)



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