Job Description

Job Title: AI/ML Engineer

– LLM Platform & Model Management (AWS/GCP)

Experience: +5 Years Location: Remote (U.S. Working Hours)

Start: Immediate Overview We are looking for an experienced AI/ML Engineer with

solid expertise in LLM platforms, model deployment, and cloud-based ML

infrastructure.

The ideal candidate will have hands-on experience with model hosting, versioning, and

inference workflows across both AWS and GCP, with a focus on migrating and

managing workloads between Amazon SageMaker and Google Vertex AI

. You will also work extensively with LLM APIs, multi-model routing systems, and AI-

driven document processing pipelines. Key Responsibilities Model Management &

Deployment

● Design, deploy, and manage ML models using Amazon SageMaker

● Lead migration of ML workloads from Google Vertex AI to AWS environments

● Implement model versioning, monitoring, and scalable inference pipelines

● Optimize model performance for both real-time and batch processing use cases LLM

Integration & Optimization





● Integrate and manage LLM APIs such as Google Gemini and models available via

Amazon Bedrock (Claude, Llama, Titan)

● Develop multi-model routing strategies, fallback mechanisms, and cost optimization

workflows

● Conduct benchmarking and evaluation across models based on accuracy, latency,

and cost API Gateway & LiteLLM Implementation

● Deploy and configure LiteLLM as a centralized interface for multiple LLM providers

● Enable seamless switching between models and providers through unified APIs

● Integrate enterprise applications with LiteLLM for scalable AI consumption Cloud

Infrastructure & Security

● Deploy containerized AI services using Amazon ECS Fargate

● Manage secure access control using AWS Identity and Access Management (IAM)

● Build and maintain scalable, secure, and production-ready AI infrastructure Document

Processing & AI Workflows

● Develop AI-driven document processing pipelines leveraging LLM capabil

📌 AI/ML Engineer (Uttar Pradesh)
🏢 Sparix Global
📍 Uttar Pradesh