Talent.com
Platform Architect - MLOps/LLMOps
Platform Architect - MLOps/LLMOpsQuantiphi • Bengaluru, Republic Of India, IN
Platform Architect - MLOps / LLMOps

Platform Architect - MLOps / LLMOps

Quantiphi • Bengaluru, Republic Of India, IN
30+ days ago
Job description

Role : Associate Architect - MLOps / LLMOps

Experience : 6 to 8 Years

Location : Bangalore / Mumbai (Hybrid)

Job Summary :

Join our dynamic team as a Platform Architect and leverage your expertise in production-scale platforms within the GenAI or ML domain . In this role, you'll be instrumental in designing, developing and maintaining cutting-edge build and test environments for critical GenAI workloads running on foundational cloud infrastructure.

You'll partner with architects to design and implement highly robust and scalable systems, while also providing crucial development support to SRE / Operations teams as they tackle complex distributed systems challenges at scale. We're seeking an engineer who champions Quantiphi's dedication to Cloud-Native development , with a particular emphasis on Kubernetes .

Job Responsibilities :

As a Platform Architect , you will play a pivotal role in designing, implementing, and optimizing our cutting-edge infrastructure. Your responsibilities will include :

  • Designing and implementing state-of-the-art GPU compute clusters to support critical workloads.
  • Designing comprehensive automated testing strategies and frameworks across unit, integration, API, and end-to-end levels for critical commerce flows.
  • Developing robust performance testing frameworks to validate platform scalability, resilience, and identify optimization opportunities.
  • Planning of comprehensive monitoring solutions with alerting systems to track platform health and ensure SLA compliance.
  • Designing specialized test frameworks for security controls and ensuring compliance validation across payment and personal data.
  • Architecting a scalable automation infrastructure that supports growing platform capabilities with consistent test environments.
  • Troubleshooting, diagnosing, and performing root cause analysis of system failures, isolating components and failure scenarios in collaboration with internal and external partners.
  • Optimizing cluster operations for maximum reliability, efficiency, and performance.

Job Requirements :

We are seeking a highly skilled and passionate Platform Engineer with :

  • Over 6-8 years of experience working with developing ML Infrastructure.
  • Over 3 years of hands-on experience in large-scale direct experience building and deploying production-ready services on Kubernetes.
  • A proven history of engaging with and contributing to open-source projects .
  • A collaborative spirit , demonstrated by prior work developing scalable software solutions for cloud services.
  • The ability to effectively communicate complex technical designs and quality approaches across various mediums.
  • A deep understanding of GPU computing and AI infrastructure .
  • A strong passion for solving complex technical challenges and optimizing system performance.
  • Working knowledge of cluster configuration management tools such as BCM or Ansible, and infrastructure-level applications including Kubernetes, Terraform, and MySQL.
  • In-depth understanding of container technologies like Docker and Containers.
  • Proficiency in programming with Python and Bash scripting.
  • Ways To Stand Out From The Crowd :

    Candidates who possess the following will be highly competitive :

  • Significant experience with sophisticated infrastructure tooling , including Kubernetes Cluster API, Terraform, Helm, and Operator Framework.
  • Practical, production-level experience across major cloud platforms : Azure, Google Cloud Platform (GCP), or Amazon Web Services (AWS).
  • Ability to adapt to new technologies and Frameworks in ML / GenAI landscape.
  • A strong track record of successfully refactoring and optimising software for deployment within Kubernetes environments .
  • Comfort discussing and working with core Kubernetes concepts like CSI, CNI, and CRI .
  • Comprehensive understanding of the CNCF landscape and its associated tooling.
  • The ability to decompose complex problems into simpler sub-problems and leverage existing solutions for efficient implementation, along with designing simple, self-sustaining systems.
  • Experience leveraging AI / ML to proactively detect and resolve incidents , automate alert triaging, perform log analysis, and streamline repetitive workflows.
  • Create a job alert for this search

    Platform Architect • Bengaluru, Republic Of India, IN

    Related jobs
    MLOps Platform Architect

    MLOps Platform Architect

    MathCo • Bengaluru, Republic Of India, IN
    As a Lead MLOps Engineer, you will play a pivotal role in building scalable and reliable machine learning infrastructure for enterprise-grade applications. We are looking for a Lead Data Engineer wi...Show more
    Last updated: 30+ days ago • Promoted
    Platform Architect

    Platform Architect

    Tata Consultancy Services • Bengaluru, Karnataka, India
    TCS has been a great pioneer in feeding the fire of Techies like you.We are a global leader in the technology arena and there’s nothing that can stop us from growing together.Your role is of key im...Show more
    Last updated: 30+ days ago • Promoted
    Associate Platform Architect - GenAI / ML

    Associate Platform Architect - GenAI / ML

    Quantiphi • Bengaluru, Republic Of India, IN
    Associate Architect - MLOps / LLMOps.In this role, you'll be instrumental in designing, developing and maintaining cutting-edge build and test environments for critical GenAI workloads running on f...Show more
    Last updated: 30+ days ago • Promoted
    Boomi Architect

    Boomi Architect

    Bison Global Search • Bengaluru, Karnataka, India
    We're are seeking a Boomi Architect for a Fortune 1000 company in Bangalore, Please find below details about the role : Company : Fortune 1000 Company Location : Bangalore (Please do not apply if ...Show more
    Last updated: 20 days ago • Promoted
    Platform Reliability Architect

    Platform Reliability Architect

    Wayfair • Bengaluru, Republic Of India, IN
    Staff Engineer - Reliability and Developer Experience Platforms- Software Engineering.Wayfair is seeking a passionate and driven Staff Engineer to join our. Reliability and Developer Experience Plat...Show more
    Last updated: 21 days ago • Promoted
    Associate Architect - Platform

    Associate Architect - Platform

    Quantiphi • Bengaluru, Karnataka, India
    Associate Architect - MLOps / LLMOps.In this role, you'll be instrumental in designing, developing and maintaining cutting-edge build and test environments for critical GenAI workloads running on f...Show more
    Last updated: 30+ days ago • Promoted
    MLOps Solutions Architect

    MLOps Solutions Architect

    Sonata Software • Bengaluru, Republic Of India, IN
    In today's market, there is a unique duality in technology adoption.On one side, extreme focus on cost containment by clients, and on the other, deep motivation to modernize their Digital storefron...Show more
    Last updated: 3 days ago • Promoted
    ML Infrastructure Architect

    ML Infrastructure Architect

    Quantiphi • Bengaluru, Republic Of India, IN
    Associate Architect - MLOps / LLMOps.In this role, you'll be instrumental in designing, developing and maintaining cutting-edge build and test environments for critical GenAI workloads running on f...Show more
    Last updated: 30+ days ago • Promoted
    AI Architect

    AI Architect

    TekPillar® • Bengaluru, IN
    Cloud platforms (AWS or equivalent).Artificial Intelligence / Large Language Models (LLMs).Architect and design a scalable and robust agentic AI platform for automotive domains.Evaluate and impleme...Show more
    Last updated: 4 hours ago • Promoted • New!
    Platform Architect

    Platform Architect

    eBay • Bengaluru, Republic Of India, IN
    Here’s a polished LinkedIn job post draft based on your requirements 👇.We’re Hiring : Distributed Systems Engineer.Are you passionate about building large-scale distributed systems and data infrast...Show more
    Last updated: 9 days ago • Promoted
    Senior AI / ML Platform Architect

    Senior AI / ML Platform Architect

    Quantiphi • Bengaluru, Republic Of India, IN
    Act as a trusted technical advisor for customers, addressing complex technical challenges pertaining to AI / ML Opportunities. Provide expertise in the architecture, design, and development of solutio...Show more
    Last updated: 30+ days ago • Promoted
    PLM Architect

    PLM Architect

    ITC Infotech • Bengaluru, Republic Of India, IN
    Location : Pune / Bangalore / Gurgaon / Kolkata / Hyderabad / Chennai.Define and design the overall architecture of Windchill solutions, ensuring scalability, performance, and security.Collaborate with cross...Show more
    Last updated: 30+ days ago • Promoted
    Platform Architect

    Platform Architect

    Career Soft Solutions Pvt. Ltd. • Bengaluru, Karnataka, India
    Chennai / Bangalore / Hyderabad / Pune / Mumbai / NCR / Bhubaneswar / Kolkata.Technical : Strong understanding of various architectural patterns, design principles, programming languages (Java, Pytho...Show more
    Last updated: 13 days ago • Promoted
    LLM Deployment Architect

    LLM Deployment Architect

    Mobileum • Bengaluru, Republic Of India, IN
    Mobileum is a leading provider of Telecom analytics solutions for roaming, core network, security, risk management, domestic and international connectivity testing, and customer intelligence.More t...Show more
    Last updated: 16 days ago • Promoted
    Platform Architect

    Platform Architect

    NAB • Bengaluru, Republic Of India, IN
    This is your chance to launch your career at the intersection of finance and technology.As a Platform Engineer (SDE1) at NAB, you will join a team that is building the core engineering framework of...Show more
    Last updated: 23 days ago • Promoted
    Platform Architect

    Platform Architect

    Kensaltensi • Bengaluru, Republic Of India, IN
    KENSALTENSI is a technology services company specializing in WEB3 and blockchain solutions.The organization’s expertise extends across diverse domains, with a notable focus on the AdTech industry.K...Show more
    Last updated: 1 hour ago • Promoted • New!
    PLM Architect

    PLM Architect

    Tata Consultancy Services • Bengaluru, Karnataka, India
    We are looking for experienced PLM (Product Lifecycle Management) Solutions Architects who will play a key role in leading successful customer deployments of Aras Innovator solutions.This role will...Show more
    Last updated: 6 days ago • Promoted
    Lead Platform Architect

    Lead Platform Architect

    ThoughtSpot • Bengaluru, Republic Of India, IN
    We are looking for a Principal Engineer to shape the architecture of ThoughtSpot’s cloud-native, distributed platform and scale it to support our ambitious product vision.You will bring deep system...Show more
    Last updated: 24 days ago • Promoted