Eligibility: Graduate
Experience: 2 Years
Job Location: Bangalore
Company Profile:
Avataar is a leading 3D AI and computer vision platform focused on spatial visual discovery, that uses its patented technology to help retailers convert product images or videos into interactive 3D AR experiences for end consumers. Avataar’s platform powers the largest global e-commerce marketplaces and leading D2C brands, shaping consumer journeys with life-size 3D product evaluation coupled with interactive feature discovery.
Responsibilities:
- Work on the development and implementation of MLOps processes, and best practices for the entire machine learning lifecycle, from model training to deployment and monitoring.
- Design, build, and maintain robust, scalable, and secure ML infrastructure in the cloud (AWS), ensuring high availability and performance.
- Develop infrastructure for large-scale distributed training and experimentation.
- Collaborate closely with the backend team to integrate MLOps processes into the overall CI/CD pipeline and infrastructure.
Skills:
- 2 – 6 years of experience working in MLOps with hands-on experience in deploying and maintaining machine learning models in large-scale production environments.
- Extensive experience with cloud platforms (AWS) and their machine learning services, including model deployment and monitoring.
- Deep understanding of containerization technologies (e.g., Docker, Kubernetes) and experience with container orchestration.
- Solid understanding of DevOps principles and experience with CI/CD pipelines, automated testing, and infrastructure-as-code
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