AI/ML Architect

Recode Solutions

6 - 11 years

20 - 25 Lacs

Chennai

Posted:1 day ago| Platform:

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Skills Required

Architect Linux System integration Development Lead System design model development Deployment bash scripting Monitoring Python

Work Mode

Work from Office

Job Type

Full Time

Job Description

Job Summary

We are seeking an experienced AI/ML Architect to lead the designand development of scalable, real-time AI systems. You will work closely withproduct, data, and engineering teams to architect end-to-end solutions frommodel development and deployment to system integration and production monitoring.
Key Responsibilities

Design and architect AI/ML systems that are scalable, low-latency, andproduction-ready

Lead development of real-time inference pipelines for use cases likevoice, vision, or NLP

Select and integrate appropriate tools, frameworks, and infrastructure(e.g., Kubernetes, Kafka, TensorFlow, PyTorch, ONNX, Triton, VLLM etc.)

Collaborate with data scientists and ML engineers to productionizemodels

Ensure reliability, observability, and performance of deployed systems

Conduct architecture reviews, POCs, and system optimizations

Mentor engineers and help set best practices for ML lifecycle (MLOps)

Requirements

6+ years of experience buildingand deploying ML systems in production

Proven expertise in real-time,low-latency system design (e.g., streaming inference, event-drivenpipelines)

Strong understanding of scalablearchitectures microservices, message queues, distributedtraining/inference

Proficient in Python andpopular ML/DL frameworks (scikit-learn, TensorFlow, PyTorch)

Hands-on experience with LLMinference optimization using frameworks like vLLM, TensorRT-LLM, and SGLang

Familiarity with vectordatabases , embedding-based retrieval, and RAG pipelines

Experience with containerizedenvironments (Docker, Kubernetes) and managing multi-container applications

Working knowledge of cloudplatforms (AWS, GCP, or Azure) and CI/CD practices for ML workflows

Exposure to edge deployments and model compression/optimization techniques

Strong foundation in softwareengineering principles and system design

Nice to Haves

Experience in Linux (Ubuntu)

Terminal/Bash Scripting

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AI/ML Architect