Solution Engineer - AI
Core
Designing and building scalable, secure AI systems and autonomous multi-agent workflows for enterprise networking solutions.
Role type
Senior IC AI Solution Engineer (Generative & Agentic AI)
Builds
Proofs of Concept (PoCs), Proofs of Value (PoVs), and production-ready AI systems for Cisco's Global Specialist business.
Domain
Enterprise Networking, Generative AI, Agentic AI
Deliverable
production ML models | product features
Required skills
Python, backend frameworks, Large Language Models (LLMs), LangChain, LlamaIndex, Lang Graph, API design, microservices, event-driven architecture, vector databases, Docker, Kubernetes, CI/CD, data pipelines, ETL
Preferred skills
Agentic AI orchestration, MLOps, model fine-tuning (DeepSpeed, PyTorch FSDP), model alignment and guardrails, NLP components, semantic search, PyTorch, TensorFlow, Hugging Face, LoRA, QLoRA, SFT, DPO
Technologies
Python, LangChain, LlamaIndex, Lang Graph, Pinecone, FAISS, Weaviate, Docker, Kubernetes, DeepSpeed, PyTorch, TensorFlow, Hugging Face, Transformers, MLflow, W&B
Responsibilities
Develop and deploy advanced AI workflows and multi-agent systems; Build, fine-tune, and align large language models for intelligent applications; Implement secure-by-design principles in the software and model lifecycle; Lead the creation of autonomous agents for complex tasks; Deliver rapid business and technical value through PoCs and PoVs; Ensure scalability, reliability, and safety of AI systems in production.
Seniority
Mid-Senior, hands-on IC
