AI Software Engineer (Analytical Agents) Hybrid
At a glance
AI generatedTL;DR
As a Senior AI Engineer on Cisco’s Enterprise AI team, you will architect and deploy autonomous analytical agents using LangGraph and large language models to transform legacy data into predictive business intelligence, moving beyond traditional PowerBI insights towards prescriptive analytics. Your daily tasks include developing SQL-based agents for real-time data extraction and manipulation, standardizing user activity metrics like DAU and WAU, and building observability dashboards for feature usage and performance monitoring. You will also create comprehensive technical documentation and implement prompt analysis metrics to ensure the effectiveness of LLM interactions across the agent fleet. This role requires a strong background in Python development, SQL data modeling, and experience with agentic frameworks like LangGraph or LangChain, along with expertise in advanced prompting techniques and LLM performance evaluation. The team operates at an enterprise scale, focusing on secure, scalable AI platforms that empower teams to develop trusted AI solutions within a global technology leader.
Skills
What you'll do
- Design and deploy autonomous analytical agents using LangGraph to transition from legacy PowerBI insights to predictive analytics.
- Develop SQL-based agents for extracting and manipulating large datasets to track DAU and WAU users autonomously.
- Architect agentic solutions that provide proactive, prescriptive actions based on real-time data and historical trends.
- Maintain comprehensive technical documentation for AI agent logic, prompt engineering strategies, and data schemas.
- Implement metrics and predictive models to evaluate the effectiveness of LLM interactions across the agent fleet.
- Build observability dashboards to visualize feature usage, operational performance parameters, and health of analytical agents.
What we're looking for
- 4+ years of professional experience in Python development and SQL.
- Proven experience building GenAI applications using LangGraph or similar frameworks.
- Demonstrated expertise in advanced prompting and LLM performance evaluation.
- Strong technical writing skills for documenting code, APIs, and model logic.
- Experience migrating legacy BI reporting to modern AI-driven analytical platforms.
- Knowledge of GCP-based data tools like BigQuery.
- Understanding of statistical modeling for predictive analytics.
Employer
About Cisco
Cisco Systems is the world''s leading networking technology company, designing and manufacturing networking hardware, telecommunications equipment, and cybersecurity solutions for businesses and governments. Industry: Networking Technology & Cybersecurity
Cisco currently has 123 open roles on FindRole.
Listed pay typically runs $165,000–$241,400 across 123 roles with salary data.
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