SRE and DevOps ML Framework

2 days ago

bangalore, India ITC Infotech Full time

We're Hiring I'm excited to share that we're looking for SRE and DevOps - ML Framework to join our team at ITC Infotech. Below is the JD for your reference. Job Functions: ● You will be a member of our AI Platform Team, supporting the next generation AI architecture for various research and engineering teams within the organization. ● You'll partner with vendors and the infrastructure engineering team for security and service availability ● You'll fix production issues with engineering teams, researchers, data scientists, including performance and functional issues ● Diagnose and solve customer technical problems ● Participate in training customers and prepare reports on customer issues ● Be responsible for customer service improvements and recommend product improvements ● Write support documentation ● You'll design and implement zero-downtime to monitor and accomplish a highly available service (99.999%) ● As a support engineer, find opportunities to automate as part of the problem management process, creating automation to avoid issues ● Define engineering excellence for operational maturity ● You'll work together with AI platform developers to provide the CI/CD model to deploy and configure the production system automatically ● Develop and follow operational standard processes for tools and automation development. Including: Style guides, versioning practices, source control, branching and merging patterns and advising other engineers on development standards ● Deliver solutions that accelerate the activities, phenomenal engineers would perform through automation, deep domain expertise, and knowledge sharing 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. Job Location: Bangalore If you're interested or know someone who might be a great fit, please reach out or apply

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