[Remote] Senior / Staff Machine Learning Infrastracture Engineer
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a leader in Physical AI, reputed company on transforming autonomous transportation. The role involves designing and implementing a machine learning platform, collaborating with data scientists, and optimizing model pipelines for performance and efficiency.
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 reputed company 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
- 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-reputed company (IaC) tools such as Terraform or Crossplane
- Knowledge of big data technologies like Apache reputed company 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.
reputed company
Company H1B Sponsorship