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

Cloud Orchestration & Scheduling Architect (AI Infrastructure)

Sustainability Economics.aipanipat, haryana, 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 • panipat, haryana, in

    Related jobs
    • Promoted
    Cloud Architect

    Cloud Architect

    Vagaro Technologiespanipat, haryana, 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: 16 days ago
    • Promoted
    Salesforce Data Cloud Solution Architect & Tech Lead

    Salesforce Data Cloud Solution Architect & Tech Lead

    10XTDnarela, delhi, in
    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
    Cloud Orchestration & Scheduling Architect (Ai Infrastructure)

    Cloud Orchestration & Scheduling Architect (Ai Infrastructure)

    Sustainability Economics.aiNarela, Republic Of India, IN
    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 sol...Show moreLast updated: 10 days ago
    • Promoted
    • New!
    Salesforce Revenue Cloud Architect

    Salesforce Revenue Cloud Architect

    Tata Consultancy Servicesnarela, 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: 21 hours ago
    • Promoted
    Tcs Hiring For Google Cloud Architect_pan India

    Tcs Hiring For Google Cloud Architect_pan India

    Tata Consultancy ServicesPānīpat, Republic Of India, IN
    Job Title : Google Cloud Architect_PAN India.Architect and lead the migration of enterprise applications and workloads to GCP. Design secure, scalable, and cost-effective cloud solutions aligned with...Show moreLast updated: 16 days ago
    • Promoted
    Cloud Engineer

    Cloud Engineer

    ACL Digitalnarela, delhi, in
    You’ll win us over if you have : .Deep expertise in AWS Cloud Services and IaC (CloudFormation).A solid understanding of CI / CD and DevOps principles. Manage and optimize AWS services including S3, Dyn...Show moreLast updated: 17 days ago
    • Promoted
    Senior Data Architect- Snowflake

    Senior Data Architect- Snowflake

    USEReadypanipat, haryana, in
    USEReady is a data and analytics firm that provides the strategies, tools, capability, and capacity that businesses need to turn their data into a competitive advantage. USEReady partners with cloud...Show moreLast updated: 1 day ago
    • Promoted
    Architect

    Architect

    Kumaran Systemspanipat, haryana, in
    We are seeking a highly skilled.The ideal candidate will be responsible for designing scalable systems, analyzing existing architectures, and delivering robust, cloud-native solutions.This role req...Show moreLast updated: 1 day ago
    • Promoted
    Azure Cloud Architect

    Azure Cloud Architect

    ValueMomentumnarela, delhi, in
    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
    Oracle Analytics Cloud (OAC) Engineer

    Oracle Analytics Cloud (OAC) Engineer

    DataE2E Technologiespanipat, haryana, in
    Oracle Analytics Cloud (OAC) Engineer.We are seeking an experienced Oracle Analytics Cloud (OAC) Engineer who can support, manage, and enhance our analytics environment. The role involves working on...Show moreLast updated: 2 days ago
    • Promoted
    Cloud Architect

    Cloud Architect

    AventIQpanipat, haryana, in
    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
    • New!
    SFDC Architect

    SFDC Architect

    Zensar Technologiespanipat, India
    Location- Pune, Bangalore, Chennai, Hyderabad & Kolkata.Support Lead to manage client support operations across integrated platforms including. This role involves handling incidents via.Act as the p...Show moreLast updated: 21 hours ago
    • Promoted
    DevOps Architect

    DevOps Architect

    TechBliss Digital Solution Pvt. Ltd.panipat, haryana, in
    Location : Noida, Bangalore, Pune, Nagpur, Gurgaon.We are seeking a DevOps Architect to design, implement, and oversee end-to-end DevOps strategies across our enterprise environments.The ideal candi...Show moreLast updated: 1 day ago
    • Promoted
    Cloud Infrastructure Architect

    Cloud Infrastructure Architect

    Ascendionnarela, delhi, in
    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
    • New!
    Cloud Consultant

    Cloud Consultant

    Allianze InfosoftPanipat, Haryana, India
    About the Role Join our team as a Microsoft Dynamics 365 HR & Finance – Senior Implementation Consultant and play a lead role in driving digital transformation across enterprise HR and Finance f...Show moreLast updated: 21 hours ago
    • Promoted
    AIOps Architect (Observability Expert)

    AIOps Architect (Observability Expert)

    Tata Consultancy Servicespanipat, haryana, in
    AIOps Architect (Observability Expert).AIOps Architect (Observability Expert).Experience : 4 years to 11years.Mandatory Skills : AIOps / Monitoring / Observability / ELK). Strong hands-on in AIOps / Observa...Show moreLast updated: 1 day ago
    • Promoted
    Azure Cloud DevOps Engineer

    Azure Cloud DevOps Engineer

    Luxoftpanipat, haryana, in
    In Luxoft, our culture strives to solve challenging problems, focusing on product engineering based on hypothesis testing to empower people to come up with ideas. We do it with a truly flexible envi...Show moreLast updated: 1 day ago
    • Promoted
    Cloud Orchestration & Scheduling Architect (AI Infrastructure)

    Cloud Orchestration & Scheduling Architect (AI Infrastructure)

    Sustainability Economics.ainarela, delhi, in
    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: 11 days ago