06 Oct
|
Acme Services Private
|
India
06 Oct
Acme Services Private
India
Job Description:
- Define end-to-end AI/ML and GenAI solution architectures for enterprise use cases.
- Design scalable and secure architectures for LLM, RAG, Agentic AI, and Machine Learning solutions.
- Create High-Level Design (HLD) and Low-Level Design (LLD) for AI/ML platforms and applications.
- Architect microservices-based AI/ML solutions using Python and FastAPI.
- Design RAG architectures using vector databases, embeddings, semantic search, and knowledge retrieval.
- Architect LLM-based applications using frameworks such as Hugging Face Transformers and Lang Chain.
- Define architecture and technology strategies for LLM serving, model deployment, inference, and optimization using technologies such as vLLM and FastAPI.
- Design and implement MLOps architecture covering model deployment, monitoring, retraining, versioning, and lifecycle management.
- Architect containerized AI/ML workloads using Docker and Kubernetes (K8s).
- Design CI/CD and Dev Ops architecture using Git Hub Actions, Jenkins, Helm, and Infrastructure as Code tools such as Terraform or Cloud Formation.
- Design AI/ML solutions across AWS, Azure, and GCP, considering scalability, reliability, cost, and security.
- Define architecture for model quantization, knowledge distillation, fine-tuning, evaluation, and performance optimization.
- Establish best practices for AI/ML security, data privacy, model governance, and responsible AI.
- Evaluate emerging AI/ML technologies and recommend appropriate frameworks, tools, and platforms.
- Provide technical leadership and architectural guidance to AI/ML engineering teams.
- Collaborate with business, data, engineering, cloud, and security stakeholders to translate requirements into scalable AI/ML architectures.
- Review technical designs, conduct architecture reviews, and ensure adherence to enterprise standards.
- Lead the architecture and implementation of AI/ML use cases such as chatbots, recommendation systems, intelligent automation, translation, and enterprise GenAI applications.
📌 AIML Architect (India)
🏢 Acme Services Private
📍 India