Machine Learning Engineer

1 - 3 years

0 Lacs

Posted:1 week ago| Platform: Linkedin logo

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Work Mode

On-site

Job Type

Full Time

Job Description

We are looking for a curious and passionate Machine Learning Engineer to join our high-impact team. You’ll work directly on ML models that analyze cardiac data, helping doctors save lives. This role offers the unique opportunity to see your work make a tangible difference in patient outcomes while building state-of-the-art ML infrastructure.


What You’ll Do:

● Design and Implement ML Models:

● Data Pipeline Development:

● Model Deployment and MLOps:

● Performance Optimization:

● Collaboration:

● Documentation and Research:

● Regulatory and Compliance:


Required:

Experience:

● Programming:

Deep Learning Frameworks:

MLOps Basics:

● Understanding of model evaluation metrics, cross-validation, and debugging ML systems.

● Ability to read and implement research papers.


Preferred Skills:

● Experience with healthcare data.

● Understanding of statistical methods and experimental design for model validation.

● Experience with structured training pipelines such as Pytorch Lightning.

● Knowledge of regulatory requirements for medical devices (FDA, CE marking).

● Experience with cloud platforms (AWS, GCP, Azure) and serverless deployments.

● Publications or contributions to ML open-source projects.

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