
AIML Engineer
3 weeks ago
`
Role Overview:
We are seeking a highly skilled
AI Engineer
to design and implement intelligent systems using
agentic AI
capable of autonomous decision-making and task execution. This role involves integrating advanced machine learning models with reasoning, planning, and interaction capabilities to build scalable, intelligent applications. The ideal candidate will have a strong foundation in
LLMs ,
prompt engineering , and
web development , with hands-on experience deploying AI-powered web applications.
Key Responsibilities:
Design and develop agentic AI systems with autonomous task execution capabilities.
Integrate
Large Language Models (LLMs)
with
reasoning ,
planning , and
interaction frameworks .
Implement
Retrieval-Augmented Generation (RAG)
architectures using
vector databases .
Engineer effective prompts and workflows for LLM-based agents.
Utilize agentic libraries (e.g., LangChain, AutoGPT, CrewAI, etc.) to build modular and scalable AI agents.
Develop and deploy web applications that interface with AI systems.
Collaborate with cross-functional teams to define system requirements and deliver robust solutions.
Optimize performance, scalability, and reliability of AI-powered applications.
Must-Have Skills:
Programming:
Proficiency in
Python
and relevant AI/ML libraries.
LLMs:
Experience working with models like GPT, Claude, Mistral, or open-source equivalents.
Prompt Engineering:
Ability to design and refine prompts for complex tasks.
Vector Databases:
Hands-on experience with
FAISS ,
Pinecone ,
Weaviate , or
Chroma .
RAG Architecture:
Deep understanding of retrieval-based generation pipelines.
Agentic Libraries:
Familiarity with frameworks like
LangChain ,
AutoGPT ,
CrewAI , or similar.
Web Development:
Prior experience in
frontend/backend development
and
web app deployment
(e.g., using Flask, FastAPI, React, Docker).
Deployment:
Experience deploying applications on cloud platforms (AWS, Azure, GCP) or containerized environments.
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