SRE and DevOps ML Framework

2 days ago

Bengaluru, Karnataka, India ITC Infotech Full time ₹ 20,00,000 - ₹ 25,00,000 per year


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 %)

● 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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