Agentic AI Engineer Co-Op
Campbell's- Location
- Remote
- Workplace
- Remote
- Employment
- Full Time
- Salary
- —
Posted 3mo ago
Since 1869, we've connected people through food they love. We’re proud to be stewards of amazing brands that people trust. Our portfolio includes the iconic Campbell’s brand, as well as Cape Cod, Chunky, Goldfish, Kettle Brand, Lance, Late July, Pacific Foods, Pepperidge Farm, Prego, Pace, Rao’s Homemade, Snack Factory, Snyder’s of Hanover. Swanson, and V8.
Here, you will make a difference every day. You will be supported to build a rewarding career with opportunities to grow, innovate and inspire. Make history with us.
An Agentic AI Engineer designs, builds, and deploys autonomous AI systems that can reason, plan, use tools, and execute multi-step workflows with minimal human intervention . Unlike traditional AI/ML engineers who focus on model training and prediction, agentic AI engineers orchestrate goal-driven workflows that integrate models, tools, memory, and business logic to achieve objectives dynamically
Core Responsibilities
Design & Develop Agentic Systems
Build intelligent agents capable of autonomous planning, reasoning, and task execution, often using LLMs (e.g., GPT-class, LLaMA), multi-modal models, and autonomous workflows
Orchestration & Frameworks
Implement agent orchestration using frameworks like LangChain, AutoGen, CrewAI, Semantic Kernel, or custom solutions
Retrieval-Augmented Generation (RAG)
Design and optimize RAG pipelines for enhanced reasoning with external knowledge, including document ingestion, chunking, embeddings, vector stores, and retrieval ranking
Tool & Memory Integration
Develop agents that call APIs, databases, and other tools, maintain memory, and adapt based on outcomes
Evaluation & Monitoring
Create evaluation frameworks for accuracy, grounding, latency, and cost; build observability for agent behavior and failure modes
Model Adaptation
Fine-tune or adapt foundation models (e.g., via LoRA, adapters) for domain-specific use cases
Production Deployment
Deploy GenAI/agentic systems in cloud-native environments with CI/CD, versioning, and runtime safeguards
Cross-Functional Collaboration
Work with data scientists, ML engineers, product teams, and governance/compliance stakeholders
Required Skills & Experience
- 2+ years in AI/ML system design, deployment, or autonomous agent development
Programming
Proficiency in Python (and sometimes Java, C#) for AI/ML solution development
Agent & Workflow Expertise
Experience with agent orchestration frameworks and multi-agent communication protocols
RAG & LLM Integration
Hands-on with RAG architectures, evaluation methodologies, and LLM integration
Cloud & DevOps
Experience with cloud platforms (e.g., Azure, AWS) and CI/CD pipelines
Governance & Compliance
Understanding of responsible AI, security, and compliance in regulated domains (e.g., retail)
The Company is committed to providing equal opportunity for employees and qualified applicants in all aspects of the employment relationship, including consideration for employment, without regard to race, color, sex, sexual orientation, gender identity, national origin, citizenship, marital status, protected veteran status, disability, age, religion, or any other classification protected by law.
Skills
- Python
- Java
- C#
- LangChain
- AutoGen
- CrewAI
- Semantic Kernel
- LLM
- GPT
- LLaMA
- RAG
- Azure
- AWS
- LoRA
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