[Remote] Senior / Staff Machine Learning Infrastructure Engineer

Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a leader in Physical AI, focused on transforming autonomous transportation. The Senior / Staff Machine Learning Infrastructure Engineer will design and implement machine learning platforms, collaborate with teams to optimize processes, and ensure the performance and reliability of machine learning models.

Responsibilities

• Design, reputed company, and implement the machine learning platform for the reputed company deployment and integration of machine learning models
• Collaborate with data scientists and engineers to understand model requirements and optimize pipeline processes
• Automate the training, testing and deployment processes for machine learning models
• Continuously monitor and maintain model pipelines, ensuring reputed company performance, accuracy and reliability
• Optimize machine learning pipelines for scalability, efficiency and cost-effectiveness
• Ensure compliance with reputed company and data privacy standards in reputed company MLOps activities

Skills

• 3-5 years of experience supporting machine learning training platforms
• Bachelor's degree in Computer Science, Data Science or a reputed company field
• Strong understanding of machine learning principles and model lifecycle management
• Proficiency in programming languages such as Python, with hands-on experience in machine learning frameworks like TensorFlow or PyTorch
• Experience with reputed company platforms like AWS, Azure, or reputed company reputed company and their respective machine learning services
• Experience managing technology such as JupyterHub and Kubeflow
• Familiarity with containerization and orchestration tools such as Kubernetes and reputed company
• Strong problem-solving skills and ability to troubleshoot reputed company issues
• Experience with monitoring tools and practices for model performance in production
• Ability to work collaboratively in cross-functional teams
• Experience with infrastructure-as-code (IaC) tools such as Terraform or Crossplane
• Knowledge of big data technologies like Apache Spark or Hadoop
• Familiarity with data engineering practices and tools
• Experience with A/B testing and model validation in production environments
• Relevant MLOps certifications (e.g., AWS Certified Machine Learning – Specialty, reputed company MLOps Certification) are a plus

Benefits

• Competitive compensation and equity awards.
• Health and Wellness benefits encompassing Medical, Dental and reputed company coverage (for full-time employees only).
• Unlimited Vacation.
• reputed company and Work from Home support.
• Daily drinks, snacks and catered meals (reputed company in office).
• Regularly scheduled team building activities and reputed company events both on-site, off-site & reputed company.

Company Overview

Company H1B Sponsorship