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Machine Learning Infrastructure Specialist

2 weeks ago

Bengaluru, Karnataka, India Pylon Management Consulting Full time
About the Role

Pylon Management Consulting is seeking a highly skilled and experienced Machine Learning Infrastructure Specialist to join our dynamic team.

The successful candidate will be responsible for designing, building, and maintaining robust and scalable ML infrastructure that enables us to develop, deploy, and scale machine learning models efficiently and reliably.

Responsibilities:
  • Design and implement optimal ML infrastructure architectures.
  • Automate ML workflows, including data preprocessing, model training, and model deployment using CI/CD pipelines.
  • Maintain and optimize the performance of ML systems in production.
  • Collaborate with cross-functional teams to ensure the reliability, security, and scalability of ML infrastructure.
Qualifications:
  • Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
  • 7-11 years of relevant experience in DevOps or a related field, with a focus on machine learning.
  • Strong understanding of machine learning principles and techniques.
  • Proficiency in at least one programming language: Python.
  • Extensive experience with cloud computing platforms: AWS, GCP, or Azure.
  • Deep understanding of containerization and orchestration technologies: Docker, Kubernetes.
Technical Skills (Required):
  • Programming Languages: Python
  • Cloud Computing: AWS (SageMaker, EKS, S3, EC2, Lambda), GCP (Vertex AI, GKE, Cloud Storage, Compute Engine), or Azure (Azure Machine Learning, AKS, Blob Storage, Virtual Machines)
  • Containerization/Orchestration: Docker, Kubernetes
  • Certification in machine learning or cloud computing is an asset.