Grid Dynamics International, Inc.
Senior MLOps Engineer
Grid Dynamics International, Inc., San Ramon, California, United States, 94583
The ideal candidate will be responsible for maintaining product and industry knowledge. You will work in a team-oriented environment that accelerates operational efficiency.
Essential functions
Design and implement GPU optimization strategies to maximize utilization and reduce latency for ML workloads
Develop and maintain distributed training pipelines using Ray framework for large-scale model development
Manage and optimize ML infrastructure across multi-cloud environments focusing on cost-efficiency and scalability
Build monitoring and profiling tools for GPU performance analysis and resource allocation optimization
Collaborate with data scientists and ML engineers to streamline model training, inference, and deployment processes
Implement best practices for workload orchestration, fault tolerance, and auto-scaling in cloud environments
Stay current with GPU architectures, ML frameworks, and cloud technologies to drive continuous infrastructure improvements
Qualifications
5+ years of ML infrastructure experience with 3+ years focused on GPU optimization
Hands-on experience with AWS/EKS for ML workloads in production environments
Bachelor's or Master's degree in Computer Science, Engineering, or a related field
Proven expertise with Ray framework (Ray Train, Ray Tune, Ray Serve) for distributed ML computing
Strong CUDA programming skills for GPU performance optimization (cuDNN, TensorRT experience preferred)
Proficiency with deep learning frameworks (TensorFlow, PyTorch, JAX) and performance tuning
Experience with Kubernetes, Terraform, and infrastructure-as-code practices
Strong analytical and problem-solving skills for complex performance bottlenecks
Ability to collaborate effectively with data science, engineering, and DevOps teams
We offer
Opportunity to work on cutting-edge projects
Work with a highly motivated and dedicated team
Corporate social events
Well-equipped office
About us
Grid Dynamics (NASDAQ: GDYN) is a leading provider of technology consulting, platform and product engineering, AI, and advanced analytics services. Fusing technical vision with business acumen, we solve the most pressing technical challenges and enable positive business outcomes for enterprise companies undergoing business transformation. A key differentiator for Grid Dynamics is our 8 years of experience and leadership in enterprise AI, supported by profound expertise and ongoing investment in data, analytics, cloud & DevOps, application modernization, and customer experience. Founded in 2006, Grid Dynamics is headquartered in Silicon Valley with offices across the Americas, Europe, and India.
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Country of application* Resume* Social profile First name* Last name* E-mail* Phone City of application* Consent to the processing of personal data in future recruitment processes* I hereby give my consent to the Grid Dynamics Group to process my personal data contained in the application documents for the purpose of using my application in future recruitment processes. Grid Dynamics is an equal opportunity employer. We are committed to creating an inclusive environment for all employees during their employment and for all candidates during the application process. All qualified applicants will receive consideration for employment without regard to age, race, gender, color, religion, national origin, sexual orientation, gender identity, veteran status, disability, or any other protected category. All employment decisions are based on qualifications, merit, and business need.
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Country of application* Resume* Social profile First name* Last name* E-mail* Phone City of application* Consent to the processing of personal data in future recruitment processes* I hereby give my consent to the Grid Dynamics Group to process my personal data contained in the application documents for the purpose of using my application in future recruitment processes. Grid Dynamics is an equal opportunity employer. We are committed to creating an inclusive environment for all employees during their employment and for all candidates during the application process. All qualified applicants will receive consideration for employment without regard to age, race, gender, color, religion, national origin, sexual orientation, gender identity, veteran status, disability, or any other protected category. All employment decisions are based on qualifications, merit, and business need.
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