Job Description
Position - AI Engineer for Infra
nAbout the Role
nWe are seeking a proactive AI Engineer with robust Infrastructure background to join our team in Pune. We need someone who looks beyond daily operations to understand how AI infrastructure drives real business value. You will design, scale, and optimize high-performance AI platforms while partnering closely with Infra Ops to turn operational challenges into automated, business-aligned AI solutions.
nKey Responsibilities
n1. AI & Infra Synergy
nDesign, build, and maintain scalable infrastructure, pipelines, and environments for training and deploying AI/ML models.
nWork hand-in-hand with the Infrastructure Operations team to identify operational bottlenecks and solve them using intelligent automation and AI-driven workflows.
nOptimize resource utilization (GPU/CPU workloads, storage, compute clusters) to balance high performance with cost-efficiency.
n2. Business & Value-Driven Engineering
nTranslate business goals and operational metrics into concrete AI infrastructure initiatives.




nMeasure and report on the ROI of infra improvements (e.g., uptime, latency reduction, cloud spend optimization, developer productivity).
nDrive a product mindset within the operations unit—focusing on long-term value, system resilience, and scalability rather than quick operational patches.
n3. MLOps & Platform Reliability
nEstablish robust MLOps / LLMOps practices (CI/CD for ML, automated monitoring, drift detection, and model governance).
nImplement continuous observability and telemetry for both model performance and underlying infrastructure.
nWhat We're Looking For
nCore Qualifications
nExperience: 4–8+ years of total experience in Software/Infrastructure Engineering, with at least 2–4 years dedicated to AI/ML infrastructure or MLOps.
nInfra Background: Proven track record in cloud architecture (AWS, Azure, or GCP), Kubernetes orchestration, containerization (Docker), and Infrastructure as Code (Terr

📌 AI Engineer for Infra (Pune)
🏢 NCS Group
📍 Pune