Senior Machine Learning Operations Architect
3 weeks ago
Tetrahed INC is seeking a highly skilled Senior Machine Learning Operations Architect to lead the development and implementation of our machine learning infrastructure. The ideal candidate will have a strong background in designing and implementing large-scale machine learning pipelines and infrastructure.
Key Responsibilities:- Strategic Leadership: Define and drive the overall machine learning operations strategy and roadmap for Tetrahed INC, aligning it with business objectives and technical capabilities.
- Technical Architecture: Design and implement scalable, reliable, and efficient machine learning architectures, selecting and integrating appropriate tools, technologies, and frameworks to support the machine learning lifecycle.
- Team Management: Lead and mentor a team of machine learning operations engineers and architects, fostering collaboration and knowledge sharing among team members.
- Innovation and Research: Stay up-to-date with emerging machine learning operations trends and technologies, researching and evaluating new tools and techniques to enhance machine learning operations capabilities.
Requirements:
- 11 years of experience preferred.
- Proven track record of designing and implementing large-scale machine learning pipelines and infrastructure.
- Experience with distributed computing frameworks (Spark, Hadoop).
Preferred Skills:
- Bachelor's / Master's degree in computer science, analytics, mathematics, or statistics.
- Strong experience in Python and SQL.
- Solid understanding and knowledge of containerization technologies (Docker, Kubernetes).
- Proficient in experience in CI/CD pipelines, model monitoring, and machine learning operations platforms (Kubeflow, MLFlow).
- Proficiency in cloud platforms, containerization, and machine learning frameworks (TensorFlow, PyTorch).
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