Staff Software Engineer, AI/ML
Calix
Job Description:
• Design & Build AI Agents: Develop and deploy agents capable of perception, reasoning, and autonomous action.
• Integration: Integrate agents with existing external systems using REST APIs, microservices, and cloud platforms.
• Optimization: Implement best practices for performance, scalability, and security in multi-agent environments.
• Collaboration: Work with product managers and data scientists to align agent capabilities with business needs.
• Innovation: Explore emerging technologies in Generative AI, LLM orchestration, and multi-agent frameworks.
Requirements:
• 10+ years in software development with exposure to AI/ML projects.
• Bachelor’s or Master’s in Computer Science, AI/ML, or related field.
• Hands-on experience in developing AI agents using frameworks like Google ADK, LangChain, CrewAI, AutoGen, or similar.
• Strong programming skills in Go, Rust, or Python (experience with PL/SQL or Java is a plus).
• Familiarity with LLM integration, prompt engineering, and orchestration of multi-agent workflows.
• Knowledge of vector databases, embeddings, and retrieval-augmented generation (RAG).
• Understanding of Generative AI, NLP, and reinforcement learning concepts.
• Preferred: Experience building custom AI agents for enterprise workflows (e.g., service request triage, summarization, proactive support).
• Working with agent lifecycle management and AI profiles for model selection and orchestration.
• Exposure to multi-agent collaboration and autonomous decision-making systems.
Benefits:
• Competitive Benefits and Vacation package