MLOps Engineer (Java)Redolent • Sunnyvale, CA, United States
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MLOps Engineer (Java)
Redolent • Sunnyvale, CA, United States
[job_card.variable_days_ago]
[job_preview.job_type]
- [job_card.full_time]
[job_card.job_description]7+ years of software engineering experience, with 3+ years in ML serving / infrastructure Strong expertise in container orchestration (Kubernetes) and cloud platforms Experience with model serving technologies (TensorFlow Serving, Triton, KServe) Deep knowledge of distributed systems and microservices architecture Proficiency in Java and experience with high-performance serving Strong background in monitoring and observability tools Experience with CI / CD pipelines and GitOps workflows
Key Responsibilities :
- Design and implement scalable model serving platforms for both batch and real-time inference
- Build model deployment pipelines with automated testing and validation
- Develop monitoring, logging, and alerting systems for ML services
- Create infrastructure for A / B testing and model experimentation
- Implement model versioning and rollback capabilities
- Design efficient scaling and load balancing strategies for ML workloads
- Collaborate with data scientists to optimize model serving performance
Technical Requirements :
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Java Engineer • Sunnyvale, CA, United States
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