Adobe: Machine Learning Engineer - 4
Job Title: Machine Learning Engineer – 4
Company Name: Adobe
Location: Bengaluru, Karnataka, India
Job Type: Full-time
Experience Level: Mid-Senior level
Company Size: 10,001+ employees
Job Description:
As a Machine Learning Engineer – 4 at Adobe, you will have the following responsibilities:
What you’ll do:
Develop, integrate, test, and productize the cloud-based ML framework for Firefly models (inference, resource management, monitoring, allocation, and job scheduling).
Collaborate with other machine learning and data scientists to identify and resolve requirements to improve the inference GPU utilization on the ML platform.
Monitor machine learning platform performance and modify infrastructure to fit fluid cloud resource needs.
Develop high-performance, reliable, testable, and maintainable code.
Work closely with teams across Adobe, in different geographies. The technology you produce will have visibility at the highest levels of the company and materially affect the positive impact products have on our customers.
What you need to succeed:
B.Tech or M.Tech. degree in Computer Science, Engineering, or equivalent.
Minimum 7 years of experience.
Expertise in Python, PyTorch.
Proficiency in Linux, Docker, Kubernetes.
Experience in distributed computing.
Experience working with AWS or similar cloud infrastructure.
Experience with HW resource management for ML training and/or deployment.