Talent.com
Cloud Orchestration & Scheduling Architect (AI Infrastructure)
Cloud Orchestration & Scheduling Architect (AI Infrastructure)Sustainability Economics.ai • India
Cloud Orchestration & Scheduling Architect (AI Infrastructure)

Cloud Orchestration & Scheduling Architect (AI Infrastructure)

Sustainability Economics.ai • India
2 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 • India

    Related jobs
    AWS Cloud Architect

    AWS Cloud Architect

    VEGA Intellisoft Pvt Ltd • India
    We are pleased to present an excellent opportunity with one of our most valued clients—an innovative, product-based organization known for delivering scalable and high-impact solutions.They are see...Show more
    Last updated: 1 day ago • Promoted
    Cloud Architect

    Cloud Architect

    Infogain • Republic 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 more
    Last updated: 30+ days ago • Promoted
    Cloud Infrastructure Manager

    Cloud Infrastructure Manager

    CBTS • Chennai, Republic Of India, IN
    CBTS’ Enterprise Service Delivery Center is expanding our Cloud Services Operation and looking to add a Senior AWS Cloud Architect. This role can be performed remotely from inside the Continental US...Show more
    Last updated: 22 days ago • Promoted
    Cloud Modernization Architect

    Cloud Modernization Architect

    Searce Inc • Pune, Republic Of India, IN
    Searce is a modern tech consulting firm that empowers clients to futurify their businesses, leveraging Cloud, AI & Analytics. We are a category-defining niche’ cloud-native technology consulting com...Show more
    Last updated: 2 days ago • Promoted
    AWS Cloud Architect

    AWS Cloud Architect

    Broadridge • India
    Broadridge Financial Solutions, Inc.NYSE : BR) is a global Fintech leader with $6 billion in revenues, providing technology-driven solutions that power the financial services industry.We clients get...Show more
    Last updated: 2 days ago • Promoted
    Generative AI & Cloud Infrastructure Architect

    Generative AI & Cloud Infrastructure Architect

    CoinFantasy • Chennai, Republic Of India, IN
    As an AI Architect, you will design and deploy scalable, autonomous AI systems, ensuring seamless integration with cloud platforms and enterprise workflows. You will lead AI strategy, evaluate emerg...Show more
    Last updated: 1 day ago • Promoted
    Cloud Architect

    Cloud Architect

    Quantum Integrators • Pune, 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 more
    Last updated: 5 days ago • Promoted
    SAP Cloud Infrastructure Architect

    SAP Cloud Infrastructure Architect

    HCLTech • Republic 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 more
    Last updated: 30+ days ago • Promoted
    Azure Cloud Architect

    Azure Cloud Architect

    ValueMomentum • 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 more
    Last updated: 2 days ago • Promoted
    Cloud Infrastructure Architect

    Cloud Infrastructure Architect

    Tata Consultancy Services • Republic Of India, IN
    Cloud Operations : Manage and optimize AWS infrastructure (EC2, VPC, IAM, S3, RDS, EKS) for performance, availability, and cost efficiency. Automation & Infrastructure as Code : Implement and maintain...Show more
    Last updated: 30+ days ago • Promoted
    Cloud Architect

    Cloud Architect

    ValueMomentum • India
    Cloud Architect (Managed Services).We are an MSP (Managed Services Provider) seeking an experienced.You’ll work closely with our managed services team and directly with customers to design robust, ...Show more
    Last updated: 2 days ago • Promoted
    Cloud API Architect

    Cloud API Architect

    Persistent Systems • Pune, Republic Of India, IN
    We are seeking an experienced API Architect to drive the design and strategy for our APIs.In this role, you will be responsible for defining the API architecture, ensuring scalability, security, an...Show more
    Last updated: 10 days ago • Promoted
    Azure Cloud Architect

    Azure Cloud Architect

    Tata Consultancy Services • India
    Designs scalable, secure, and highly available cloud solutions using Microsoft Azure services • Design end-to-end cloud solutions using Azure services •. Create architecture diagrams, deployment mod...Show more
    Last updated: 2 days ago • Promoted
    Senior Cloud Infrastructure Architect

    Senior Cloud Infrastructure Architect

    Infogain • Republic 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 more
    Last updated: 30+ days ago • Promoted
    Senior Cloud Architect

    Senior Cloud Architect

    Persistent Systems • Pune, 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 more
    Last updated: 21 days ago • Promoted
    Cloud Infrastructure Architect

    Cloud Infrastructure Architect

    Univision Technology Consulting Pvt. Ltd. • Chennai, Republic Of India, IN
    Hiring : Cloud Developer – Sri Lanka.Build and maintain scalable backend services.Develop high-performance gRPC services for reliable and efficient communication.Show more
    Last updated: 2 days ago • Promoted
    Cloud Infrastructure Architect

    Cloud Infrastructure Architect

    Cognizant • Pune, Republic Of India, IN
    Proven experience with Google Cloud Platform (GCP) services and architecture.Proficiency in Jenkins for CI / CD pipeline creation and management. Strong scripting skills in languages such as Python, B...Show more
    Last updated: 22 days ago • Promoted
    Cloud Enterprise Architect

    Cloud Enterprise Architect

    Confidential • India
    Cloud Enterprise Architect (15-20 Year Experience).Required an experienced Enterprise Architect who designs and oversees an organization’s cloud computing strategy, defines Roadmap, ensuring alignm...Show more
    Last updated: 2 days ago • Promoted