Talent.com
No longer accepting applications
Cloud Orchestration & Scheduling Architect (Ai Infrastructure)

Cloud Orchestration & Scheduling Architect (Ai Infrastructure)

Sustainability Economics.aiBhopal, Republic Of India, IN
11 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 • Bhopal, Republic Of India, IN

    Related jobs
    • Promoted
    Azure Cloud Architect

    Azure Cloud Architect

    ValueMomentumIndia
    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: 1 day ago
    • Promoted
    • New!
    Salesforce Revenue Cloud Architect

    Salesforce Revenue Cloud Architect

    Delta System & Software, Inc.nagpur, maharashtra, in
    Salesforce Revenue Cloud Architect”.Normal IST Shift timing : Overlap EST hours (2 hours +-).We’re looking for a Salesforce Architect to lead solution design and implementation across Sales Cloud, R...Show moreLast updated: 11 hours ago
    • Promoted
    Cloud Solution Architect - Cloud & AI Apps

    Cloud Solution Architect - Cloud & AI Apps

    ConfidentialIndia
    With more than 45,000 employees and partners worldwide, the Customer Experience and Success (CE&S) organization is on a mission to empower customers to accelerate business value through differentia...Show moreLast updated: 21 days ago
    • Promoted
    Cloud Architect

    Cloud Architect

    InfogainRepublic Of India, IN
    Lead end-to-end cloud migration projects, including assessment, planning, design, and execution.Develop and document AWS architecture solutions tailored to business and technical requirements.Condu...Show moreLast updated: 26 days ago
    • Promoted
    Sap Basis Cloud Architect Advisory

    Sap Basis Cloud Architect Advisory

    HCLTechRepublic Of India, 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
    Oracle Cloud Fusion Financial Techno / Functional

    Oracle Cloud Fusion Financial Techno / Functional

    Tata Consultancy ServicesChennai, Republic Of India, IN
    Primary Skills : Oracle Cloud Fusion Financial Techno / Functional.Oracle Cloud Fusion Financial Techno / Functional with 10+ Years of experience in General Ledger and Financial Close and Consolidation ...Show moreLast updated: 10 days ago
    • Promoted
    Cloud Infrastructure Architect

    Cloud Infrastructure Architect

    AscendionIndia
    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: 1 day ago
    • Promoted
    Cloud Architect

    Cloud Architect

    AventIQIndia
    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
    Hybrid Cloud Architect

    Hybrid Cloud Architect

    FocalWorks Private LimitedIndia
    Description : Title : Hybrid Cloud Architect Job Location : Navi Mumbai (Onsite) &...Show moreLast updated: 12 days ago
    • Promoted
    Cloud Orchestration & Scheduling Architect (AI Infrastructure)

    Cloud Orchestration & Scheduling Architect (AI Infrastructure)

    Sustainability Economics.aiIndia
    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: 1 day 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

    iShiftNagpur, 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: 14 hours ago
    • Promoted
    • New!
    Cloud Architect

    Cloud Architect

    Quantum IntegratorsPune, Republic Of India, IN
    Position : Senior Google Cloud Infra / DevOps / FinOps Architect.Location : Pune / Nagpur, Maharashtra (Onsite, Hybrid can be done). Full-time with Quantum Integrators / Quanta Systems Technologies LLP.Notice...Show moreLast updated: 11 hours ago
    • Promoted
    Salesforce Data Cloud Solution Architect & Tech Lead

    Salesforce Data Cloud Solution Architect & Tech Lead

    10XTDIndia
    Compelling Opportunity for Salesforce Data Cloud Solution Architect & Tech Lead with Global Leader in IT Services.The Salesforce Data Cloud Solution Architect / Tech Lead will be responsible for orch...Show moreLast updated: 1 day ago
    • Promoted
    Senior Cloud Architect

    Senior Cloud Architect

    Persistent SystemsPune, Republic Of India, IN
    We are seeking an experienced Senior Cloud Architect to lead our Cloud Centre of Excellence (COE) team.The ideal candidate will be a hands-on multi-cloud expert (AWS, GCP, Azure) with proven experi...Show moreLast updated: 16 days ago
    • Promoted
    Cloud Architect

    Cloud Architect

    ConfidentialIndia
    Years (Minimum 5 years in Cloud Architecture).The ideal candidate should possess strong technical, architectural, and leadership skills, with hands-on expertise in both. Lead the design and developm...Show moreLast updated: 30+ days ago
    • Promoted
    Cloud Solution Architecture - Cloud AI Apps & Azure Infra

    Cloud Solution Architecture - Cloud AI Apps & Azure Infra

    ConfidentialIndia
    With more than 45,000 employees and partners worldwide, the Customer Experience and Success (CE&S) organization is on a mission to empower customers to accelerate business value through differentia...Show moreLast updated: 18 days ago
    • Promoted
    Enterprise And Cloud Architect- Bank

    Enterprise And Cloud Architect- Bank

    TechConnexions - Startup Hiring SpecialistsRepublic Of India, IN
    Enterprise and Cloud Architect-Bank.IT experience with at least 5 years in enterprise or solution.The Enterprise Architect will be responsible for defining and leading the bank’s technology.The rol...Show moreLast updated: 3 days ago
    • Promoted
    • New!
    Cloud Architect / Expert

    Cloud Architect / Expert

    DataAlchemy.AIRepublic Of India, IN
    We’re hiring a Cloud Architect / Expert to own the deployment, scalability, and security of DataAlchemy.Ai’s cloud-based AI / ML solutions. You will architect and operationalize modern cloud infrastruct...Show moreLast updated: 11 hours ago