SRE DevOps Engineer

5 hours ago

Bangalore, India Brillio Full time

SRE DevOps(ML Ops role) Required Skills: ● Demonstrated ability in designing, building, refactoring and releasing software written in Python. ● Hands-on experience with ML frameworks such as PyTorch, TensorFlow, Triton. ● Ability to handle framework-related issues, version upgrades, and compatibility with data processing / model training environments. ● Experience with AI/ML model training and inferencing platforms is a big plus. ● Experience with the LLM fine tuning system is a big plus. ● Debugging and triaging skills. ● Cloud technologies like Kubernetes, Docker and Linux fundamentals. ● Familiar with DevOps practices and continuous testing. ● DevOps pipeline and automations: app deployment/configuration & performance monitoring. ● Test automations, Jenkins CI/CD. ● Excellent communication, presentation, and leadership skills to be able to work and collaborate with partners, customers and engineering teams. ● Well organized and able to manage multiple projects in a fast paced and demanding environment. ● Good oral/reading/writing English ability SRE DevOps (Big Data Role) Required Skills: ● Demonstrated ability in designing, building, refactoring and releasing software written in Python. ● Hands-on experience with ML frameworks such as PyTorch, TensorFlow, Triton ● Ability to handle framework-related issues, version upgrades, and compatibility with data processing / model training environments. ● Experience with AI/ML model training and inferencing platforms is a big plus. ● Experience with the LLM fine tuning system is a big plus. ● Debugging and triaging skills. ● Cloud technologies like Kubernetes, Docker and Linux fundamentals. ● Familiar with DevOps practices and continuous testing. ● DevOps pipeline and automations: app deployment/configuration & performance monitoring. ● Test automations, Jenkins CI/CD. ● Excellent communication, presentation, and leadership skills to be able to work and collaborate with partners, customers and engineering teams. ● Well organized and able to manage multiple projects in a fast paced and demanding environment. ● Good oral/reading/writing English ability SRE DevOps(ML Flow) Required Skills: ● Demonstrated ability in designing, building, refactoring and releasing software written in Python, C++. ● Hands-on experience with Ray.io, including workload management, cluster deployment, distributed task scheduling, and troubleshooting. ● Ability to use Ray Dashboard and CLI tools for monitoring, resource tracking, debugging distributed jobs, and resolving production issues. ● Having knowledge of Ray ecosystem libraries such as Ray Train, Ray Tune, Ray Serve, and Ray Data is a big plus. ● Experience integrating Ray with tools such as Airflow, MLflow, Dask, DeepSpeed is a big plus. ● Debugging and triaging skills. ● Cloud technologies like Kubernetes, Docker and Linux fundamentals. ● Familiar with DevOps practices and continuous testing. ● DevOps pipeline and automations: app deployment/configuration & performance monitoring. ● Test automations, Jenkins CI/CD. ● Excellent communication, presentation, and leadership skills to be able to work and collaborate with partners, customers and engineering teams. ● Well organized and able to manage multiple projects in a fast paced and demanding environment. ● Good oral/reading/writing English ability

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