Senior AI FinOps Engineer #AIDA

Singapore Telecommunications Limited

Singapore

On-site

SGD 130,000 - 190,000

Full time

2 days ago
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Job summary

Singtel is seeking a senior FinOps/Platform Engineer to design and scale AI/data solutions within Central AI Kitchen, focusing on cloud, OpenShift, GPU infrastructure and GenAI token usage. You will lead cost governance, budgeting and procurement planning, while driving efficiency across platforms.

You will collaborate with Platform Engineering, ML/LLMOps, IT Infrastructure and Finance to optimize spend, improve utilization and ensure performance.

Qualifications

  • Bachelor’s degree in Computer Science, Engineering, or a related field.
  • Hands-on experience with cloud infrastructure costs, budgeting, forecasting, and cost allocation.
  • Experience with Kubernetes/OpenShift environments and cost analysis.

Responsibilities

  • Own and maintain the centralized FinOps framework for tracking cloud, OpenShift, GPU infrastructure and GenAI token consumption across projects, teams and applications.
  • Drive GenAI token cost optimization through model selection, routing, caching, prompt/token efficiency and cost analysis.
  • Optimize OpenShift infrastructure consumption through resource right-sizing and utilization analysis.
  • Drive cloud cost optimization across Azure services through right-sizing, reservation planning, and workload scheduling.
  • Build dashboards and cost metrics to monitor spend and cost efficiency.

Job description

Powering the Future with AIDA
AIDA - Intelligence meets Impact.

At AIDA (Artificial Intelligence & Data Analytics), you will design and scale AI and data solutions that power Singtel’s transformation into a global, AI-first telco of the future. Together, we will redefine the telecommunications industry in a culture where intelligence empowers people, and human potential sits at the heart of everything we do.

Be a Part of Something BIG!
  • Own the FinOps framework for Central AI Kitchen, providing full visibility and control of cloud, on-prem OpenShift, GPU infrastructure and GenAI token consumption
  • Drive optimization of AI token usage, GPU/compute utilization and OpenShift resources to achieve sustainable unit economics while meeting application performance requirements
  • Establish chargeback/showback, cost allocation and governance standards to ensure accurate attribution of platform costs to projects, teams and applications
  • Administer platform budgets, forecasts and procurement plans, proactively identifying budget risks, cost anomalies and capacity requirements
  • Partner engineering, infrastructure, procurement and finance teams to continuously optimize cloud and on-prem infrastructure costs
  • Champion FinOps best practices across AIDA, ensuring AI platform investments are aligned with utilization, business value and financial efficiency
How You will Make An Impact:
  • Own and maintain the centralized FinOps framework for tracking cloud, OpenShift, GPU infrastructure and GenAI token consumption across projects, teams and applications
  • Drive GenAI token cost optimization through model selection, routing, caching, prompt/token efficiency, usage controls and analysis of cost per request/use case
  • Optimize OpenShift infrastructure consumption through resource right-sizing, utilization analysis, workload scheduling, quota management and identification of under-utilized CPU, memory, storage and GPU resources
  • Drive cloud cost optimization across Azure services through right-sizing, reservation/commitment planning, workload scheduling, storage optimization and elimination of idle or unnecessary resources
  • Establish and operate chargeback/showback models, tagging, cost allocation and governance standards for accurate project and use-case level attribution
  • Administer Central AI Kitchen operating and infrastructure budgets, including forecasting, budget tracking, variance analysis and regular management reporting
  • Support infrastructure, software and cloud procurement activities including demand forecasting, quotation evaluation, commercial analysis, contract/commitment planning and purchase requirements
  • Build dashboards, alerts and unit-cost metrics to monitor actual and forecasted spend, utilization, token cost and cost efficiency, including anomaly detection for budget risks
  • Partner Platform Engineering, ML/LLMOps, IT Infrastructure, Finance and Procurement teams to identify and implement cost optimization opportunities without compromising platform performance and reliability
  • Drive adoption of FinOps practices across Central AI Kitchen and provide recommendations to management on investment, capacity, sourcing and cost optimization decisions.
Skills for Success:
  • Bachelor’s degree in Computer Science, Engineering, or a related field
  • At least 6 years of experience in cloud infrastructure, platform engineering, FinOps, technology cost management and/or related operations
  • Hands‑on experience managing and optimizing cloud infrastructure costs, including budgeting, forecasting, cost allocation and commercial commitments
  • Experience working with Kubernetes/OpenShift environments and analyzing infrastructure resource utilization and cost

… rest omitted for brevity ...

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