Talent.com
Cloud Orchestration & Scheduling Architect (Ai Infrastructure)

Cloud Orchestration & Scheduling Architect (Ai Infrastructure)

Sustainability Economics.aiKollam, Republic Of India, IN
10 days ago
Job description

Location : Bengaluru, Karnataka

About the Company :

Sustainability Economics.Ai is a global organization, pioneering the convergence of clean energy and AI, enabling profitable energy transitions while powering end-to-end AI infrastructure. By integrating AI-driven cloud solutions with sustainable energy, we create scalable, intelligent ecosystems that drive efficiency, innovation, and long-term impact across industries. Guided by exceptional leaders and visionaries with decades of expertise in finance, policy, technology, and innovation, we are committed to making long-term efforts to fulfil this vision through our technical innovation, client services, expertise, and capability expansion.

Role Summary :

We are seeking a Cloud Orchestration & Scheduling Architect to design and implement intelligent systems that dynamically balance AI workload demand, supply and compute capacity across cloud data centers. The role focuses on building orchestration, scheduling, and optimization frameworks for large-scale AI inference workloads, ensuring efficient use of compute, energy, and cost resources.

The ideal candidate will have strong experience in Kubernetes, distributed systems, and scheduling frameworks, with a deep understanding of how to align AI compute workloads with real-time demand and supply.

Key Responsibilities :

  • Design and implement workload orchestration and scheduling systems for AI inference pipelines across distributed data centers.
  • Develop mechanisms to match workload demand with available compute and supply, optimizing for performance, cost, and sustainability.
  • Integrate predictive demand forecasting and energy availability data into scheduling decisions.
  • Manage multi-region orchestration using Kubernetes, Ray, or similar distributed compute frameworks.
  • Build automation to dynamically scale GPU / CPU clusters based on real-time and forecasted AI inference workloads.
  • Implement cost-aware, and latency-aware scheduling policies for optimal workload placement.
  • Build dashboards and observability tools to track compute utilization, cost efficiency.
  • Continuously evaluate new frameworks and optimization algorithms to enhance system scalability and resilience.

Education & Experience :

  • Bachelor's or master's degree in computer science, Information Technology, or related field.
  • Proven experience of 2–5 years in cloud infrastructure, distributed systems, or large-scale DevOps environments.
  • Proven experience in AI / ML infrastructure orchestration, workflow scheduling, or HPC environments.
  • Hands-on experience managing workloads on AWS, or hybrid cloud platforms.
  • Certifications (preferred) :
  • AWS Certified Solutions Architect – Associate
  • Certified Kubernetes Administrator (CKA)
  • Skills Required :

  • Strong proficiency in Kubernetes, EKS, or Ray for distributed workload orchestration.
  • Experience with workflow orchestration tools like Airflow, Argo, or Prefect.
  • Familiarity with containerization (Docker), IaC tools (Terraform / CloudFormation), and GitOps (Argo CD).
  • Understanding scheduling algorithms, cluster autoscaling, and load balancing in large systems.
  • Experience with inference batching, request routing, and autoscaling strategies using frameworks like Ray Serve, Triton Inference Server, or KServe.
  • Experience building or tuning custom schedulers for optimization.
  • Knowledge of GPU orchestration, NVIDIA Triton, or KServe for model serving at scale.
  • Understanding of GPU utilization optimization, and CUDA profiling for efficient model execution.
  • Experience in AIOps : automated monitoring, anomaly detection, root-cause analysis, and predictive operations for AI workloads.
  • Experience building or tuning custom schedulers for optimization.
  • Experience building demand forecasting and queue-based scheduling (Redis, Kafka, or similar) systems to balance compute load and supply.
  • Proficiency in Python, Go, or Bash scripting for automation.
  • Exposure to monitoring and observability tools (Prometheus, Grafana, CloudWatch).
  • What You’ll Do :

  • Design the orchestration layer for AI workloads across distributed data centers.
  • Optimize resource allocation by balancing compute demand, supply and economics.
  • Build automation pipelines for dynamic scaling and job scheduling.
  • Monitor system performance and drive continuous improvements in utilization and efficiency.
  • What you will bring

  • Strong systems thinking and the ability to design control mechanisms for complex, distributed workloads.
  • Passion for optimizing AI infrastructure for efficiency, reliability, and sustainability.
  • Curiosity about distributed scheduling and cloud optimization.
  • Hands-on experience with container orchestration, automation, and observability.
  • A proactive, ownership-driven mindset suited for a fast-paced, mission-driven environment.
  • Agile mindset, adaptability, and eagerness to learn emerging tools and technologies.
  • Proactive, ownership-driven approach, with the ability to improve systems end-to-end.
  • Startup DNA → bias to action, comfort with ambiguity, love for fast iteration, and flexible and growth mindset.
  • Why Join Us

  • Shape a first-of-its-kind AI + clean energy platform.
  • Work with a small, mission-driven team obsessed with impact.
  • An aggressive growth path.
  • A chance to leave your mark at the intersection of AI and sustainability.
  • Create a job alert for this search

    Cloud Infrastructure Architect • Kollam, Republic Of India, IN

    Related jobs
    • Promoted
    SAP Basis Cloud architect Advisory

    SAP Basis Cloud architect Advisory

    HCLTechAlappuzha, IN
    CAA (Cloud Architect Advisory).This is SAP Cloud Architect position which is elevated role as per career progression / path for SAP Basis consultant. Architect’s primary role / responsibility is to pl...Show moreLast updated: 30+ days ago
    • Promoted
    Cloud Orchestration & Scheduling Architect (AI Infrastructure)

    Cloud Orchestration & Scheduling Architect (AI Infrastructure)

    Sustainability Economics.aialappuzha, India
    AI, enabling profitable energy transitions while powering end-to-end AI infrastructure.By integrating AI-driven cloud solutions with sustainable energy, we create scalable, intelligent ecosystems t...Show moreLast updated: 10 days ago
    • Promoted
    • New!
    Azure Cloud Architect

    Azure Cloud Architect

    ValueMomentumalappuzha, India
    Cloud Architect (Azure / AWS) – Hyderabad / Pune.This is an exciting opportunity to lead.As a Cloud Architect, you will : . DevSecOps and platform engineering teams.Drive cloud strategy, architecture st...Show moreLast updated: 19 hours ago
    • Promoted
    Infrastructure Architect - Aws

    Infrastructure Architect - Aws

    CareStack - Dental Practice ManagementThiruvananthapuram, Republic Of India, IN
    We are looking for a Principal Infrastructure who can command, design, and operate a globally distributed production environment across the US, UK, and AU regions. This role is for an architect-leve...Show moreLast updated: 8 days ago
    • Promoted
    EY - GDS Consulting - AI and DATA - Cloud architect- Manager

    EY - GDS Consulting - AI and DATA - Cloud architect- Manager

    ConfidentialThiruvananthapuram / Trivandrum, India
    At EY, we're all in to shape your future with confidence.We'll help you succeed in a globally connected powerhouse of diverse teams and take your career wherever you want it to go.Join EY and help ...Show moreLast updated: 11 days ago
    • Promoted
    AIOps Architect (Observability Expert)

    AIOps Architect (Observability Expert)

    Tata Consultancy ServicesAlappuzha, Kerala, India
    AIOps Architect (Observability Expert) AIOps Architect (Observability Expert) Location : PAN India Experience : 4 years to 11years Mandatory Skills : AIOps / Monitoring / Observability / ELK) Must Have : ...Show moreLast updated: 1 day ago
    • Promoted
    Cloud Architect

    Cloud Architect

    Vagaro Technologieskollam, kerala, in
    Lead the cloud architecture design and implementation across multiple Azure environments, ensuring scalability, performance, cost efficiency, and compliance. Responsible for defining best practices,...Show moreLast updated: 17 days ago
    • Promoted
    Cloud Operations Engineer III

    Cloud Operations Engineer III

    ConfidentialThiruvananthapuram, Thiruvananthapuram / Trivandrum, India
    The world's top banks use Zafin's integrated platform to drive transformative customer value.Powered by an innovative AI-powered architecture, Zafin's platform seamlessly unifies data from across t...Show moreLast updated: 6 days ago
    • Promoted
    • New!
    Senior Cloud Infrastrcuture Consultant with Openstack, Vmware, Linux, Kubernetes, Devops, Terraform, KVM background - 100% REMOTE

    Senior Cloud Infrastrcuture Consultant with Openstack, Vmware, Linux, Kubernetes, Devops, Terraform, KVM background - 100% REMOTE

    iShiftThiruvananthapuram, IN
    Remote
    Job Title : Senior Cloud Infrastructure Consultant with strong Openstack, VVMware, Linux, Terraform, Kubernetes and DevOps. Location : India based 100% REMOTE.Employment Type : Contract Role.We are see...Show moreLast updated: less than 1 hour ago
    • Promoted
    Salesforce Revenue Cloud Architect

    Salesforce Revenue Cloud Architect

    Tata Consultancy Servicesalappuzha, India
    TCS is Hiring for Salesforce Revenue Cloud Architect.Required Qualifications : CPQ, Billing.We are looking for Immediate Joiners. A proven Salesforce Technical Lead with 10+ years of design and devel...Show moreLast updated: 1 day ago
    • Promoted
    Salesforce Data Cloud Solution Architect & Tech Lead

    Salesforce Data Cloud Solution Architect & Tech Lead

    10XTDKollam, Kerala, India
    Compelling Opportunity for Salesforce Data Cloud Solution Architect & Tech Lead with Global Leader in IT Services Contract | Immediate The Salesforce Data Cloud Solution Architect / Tech Lead will b...Show moreLast updated: 1 day ago
    • Promoted
    • New!
    Head of Cloud Service Management

    Head of Cloud Service Management

    The Premier Consultants ( Recruitment Company )Kollam, IN
    Hiring for an IT US based Company.Job Title : Head of Cloud Service Management.Department : Cloud Operations Infrastructure. Bachelor’s or master’s degree in computer science, Information Systems, or ...Show moreLast updated: less than 1 hour ago
    • Promoted
    Cloud Infrastructure Architect

    Cloud Infrastructure Architect

    Ascendionalappuzha, India
    Cloud Infrastructure Architect.All Ascendion Locations – Bengaluru, Pune, Chennai, Vadodara and Hyderabad.We are seeking a highly skilled Cloud Infrastructure Architect to lead the design, optimiza...Show moreLast updated: 23 hours ago
    Senior Cloud Infrastructure and DevOps

    Senior Cloud Infrastructure and DevOps

    PIT SOLUTIONS LIMITEDThiruvananthapuram, KL, in
    Quick Apply
    We are seeking a technically proficient and self-motivated Senior to design and implement secure cloud environments on leading Cloud Service Providers (Azure or OCI). The role requires familiarity w...Show moreLast updated: 30+ days ago
    • Promoted
    TC - Solution Architect - Manager

    TC - Solution Architect - Manager

    ConfidentialThiruvananthapuram / Trivandrum, India
    At EY, you'll have the chance to build a career as unique as you are, with the global scale, support, inclusive culture and technology to become the best version of you. And we're counting on your u...Show moreLast updated: 21 days ago
    • Promoted
    • New!
    Infrastructure Architect - AWS

    Infrastructure Architect - AWS

    CareStack - Dental Practice ManagementThiruvananthapuram, Kerala, India
    We are looking for a Principal Infrastructure who can command, design, and operate a globally distributed production environment across the US, UK, and AU regions. This role is for an architect-leve...Show moreLast updated: 1 hour ago
    • Promoted
    Cloud Architect

    Cloud Architect

    AventIQthiruvananthapuram, India
    AventIQ is a leading software development company specializing in Robotic Process Automation (RPA) to revolutionize businesses through cutting-edge automation technologies.Our mission is to deliver...Show moreLast updated: 1 day ago
    • Promoted
    DevOps Architect - Cloud Platform

    DevOps Architect - Cloud Platform

    ConfidentialThiruvananthapuram / Trivandrum, India
    We are seeking an experienced DevOps Architect to drive the design, implementation, and management of scalable, secure, and highly available infrastructure. The ideal candidate should have deep expe...Show moreLast updated: 21 days ago