
AIML Engineer
1 day ago
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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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