
AI Engineer
5 days ago
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About The Role :
Job Summary
We are seeking a highly skilled AI Engineer experience in Software Development, Data Science, or Machine Learning to design, develop, and deploy cutting-edge AI systems leveraging Large Language Models (LLMs), Chatbots, Retrieval-Augmented Generation (RAG), and agentic AI architectures.
This role involves hands-on development with LLMs, embeddings, RAG pipelines, and multi-agent systems using modern frameworks like LangChain, LangGraph, and LlamaIndex. The ideal candidate has experience with Vertex AI on GCP and IBM WatsonX, fine-tuning, and Agent Development Kits (ADKs), and is excited about building scalable, production-grade AI platforms.
Responsibilities
- Agentic AI Development
Design, build, and deploy
agentic AI systems using frameworks such as LangChain, LangGraph, and related libraries.
Develop and deploy
multi-agent systems capable of autonomous decision-making, reasoning, planning, and collaboration.
- RAG Pipelines:
Implement and optimize
retrieval-augmented generation (RAG) systems, ensuring agents can access and incorporate external knowledge sources for
grounded, accurate responses.
- LLM Engineering:
Fine-tune and prompt-engineer LLMs for
task-specific reasoning, planning, and dynamic adaptation.
Work with
LLM/SLM APIs, embeddings, and advanced generative AI techniques.
- Enterprise AI Platform:
Lead the development of enterprise-grade AI platforms integrating
LLMs, RAG, embeddings, and agentic AI protocols.
Implement and standardize
Model Context Protocol (MCP) for consistent context management across models and agents.
- MLOps & Observability:
Establish and enforce best practices for
MLOps, monitoring, and observability, ensuring scalable and maintainable AI solutions.
- Applied AI Prototyping:
Rapidly
prototype, experiment, and iterate to improve AI agent capabilities.
- Collaboration & Research:
Participate in the
full research cycleliterature review, data exploration, experimentation, and presentation of findings.
Collaborate effectively with other engineers, researchers, and data scientists.
Contribute to the
documentation and standardization of technical code and practices.
Required Education
Bachelors degree in Computer Science, Engineering, or a related quantitative field.
Masters or Ph.D. is a strong plus.
Required Experience
- 5+ years overall experience in software development, data science, or machine learning.
- 1+ year of hands-on experience developing AI applications with LLMs and systems such as
retrieval-based methods, fine-tuning, or agent-based architectures.
- 1+ year of experience with frameworks like
LangChain, LlamaIndex, OpenAI, or similar tools.
Required Technical Skills
- Strong programming skills in
Python and basics in
SQL.
- Expertise with
LLM/SLM APIs, embeddings, and RAG systems.
- Experience deploying on
Google Cloud Platform (GCP) with
Vertex AI, and
IBM WatsonX.
- Familiarity with
agentic AI protocols and exposure to
Agent Development Kits (ADKs).
Preferred Qualifications
- Experience implementing
Model Context Protocol (MCP) for agent coordination.
- Prior exposure to
LangGraph, AutoGen, or related orchestration frameworks.
- Knowledge of
MLOps best practices (CI/CD for ML, observability, monitoring, scaling).
- Familiarity with
responsible AI principles (safety, fairness, interpretability).
- Experience in
enterprise-scale deployments of AI-driven platforms.
- Contributions to
open-source AI/ML projects are a plus.
Permanent
UPS is committed to providing a workplace free of discrimination, harassment, and retaliation.
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