Machine Learning Infrastructure Specialist

2 weeks ago


Mumbai, Maharashtra, India Spinnaker Analytics Full time

Job Description:

The Machine Learning Infrastructure Specialist will be responsible for designing and developing the data pipelines and engineering infrastructure for Spinnaker Analytics.

Responsibilities:

  • Design and implement production pipeline development/deployment
  • Develop and maintain DevOps tools and automation/orchestration
  • Ensure release management and model testing
  • Secure environment and perform performance testing
  • Implement data governance and take offline models and turn them into production systems
  • Identify and evaluate new technologies to improve performance, maintainability, and reliability of machine learning systems
  • Apply software engineering rigor and best practices to machine learning, including CI/CD, automation, and orchestration
  • Support model development with an emphasis on auditability, versioning, and data security

Required Skills:

  • Cloud Application
  • Python
  • SQL Server
  • GitHub
  • Container technologies
  • Automation and monitoring tools
  • Production pipeline deployment using cloud platforms

Desired Candidate Profile:

  • Excellent English communication and presentation skills, both verbal and written
  • Charismatic, competitive, and enthusiastic personality with negotiation skills
  • Excellent interpersonal and customer-facing skills


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