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Campbell Soup Company Logo Campbell Soup Company · IT - Software Development

Agentic AI Engineer Co-Op

Canada · Job Posted June 17, 2026
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Job Description

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

Job Responsibility

  • 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

Requirements

  • 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)

What we offer

  • Medical, dental, short and long-term disability, AD&D, and life insurance
  • Matching 401(k) plan with immediate vesting
  • Unlimited sick time
  • Paid time off and holiday pay
  • Free access to fitness center
  • Access to on-site day care operated by Bright Horizons
  • Company store
  • Employee donation/volunteer match up to $1,500 annually via Campbell's Cares program
  • Employee Resource Groups (ERGs)
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