SRE DevOps Engineer

3 weeks ago

Bengaluru, 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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