Staff Machine Learning Engineer
New
E
ExtremeNetworking/Software
Bangalore/RemoteFull-TimeStaff
Salary not disclosed
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Job Details
- Experience
- 8 to 14 Years
- Required Skills
- DockerPythonKubernetesMachine LearningPyTorchFastAPICI/CDRESTful APIsGenerative AIDistributed Systems
Requirements
- Degree in mathematics, computer science, or a related discipline.
- 8+ years of experience in the complete software development lifecycle.
- 6+ years of experience in Python with in-depth knowledge of advanced features.
- 4+ years of experience in leading the design and architecture of large distributed systems.
- Expertise in designing RESTful APIs using FastAPI.
- Proficiency in Docker, Kubernetes, and modern CI/CD practices.
- Experience with cloud platforms like AWS, Azure, or Google Cloud.
- Demonstrated experience as a mentor or engineering team lead.
- Experience working with ML technologies such as PyTorch, Sagemaker, Triton, and TensorRT.
- Experience with NoSQL and document databases.
- Proven ability to handle big data and optimize workflows.
Responsibilities
- Design and architect large distributed systems for Generative AI platforms.
- Develop and deploy AI Agents, RAG systems, and LLM fine-tuning pipelines.
- Implement data mining and anomaly detection solutions.
- Lead engineering design, code reviews, testing, and deployment operations.
- Mentor team members and provide technical leadership on ML initiatives.
- Optimize workflows and improve system performance for large-scale data.
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