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2 weeks ago
Job Title: AI Sensing Engine Developer
We are seeking a talented and innovative AI engineer to lead the development of an Agentic AI-based sensing engine. This solution will detect changes in performance or execution metrics over time, generate actionable alerts, and communicate insights to relevant stakeholders.
Key Responsibilities:- Exploratory Data Analysis (EDA): Understand and analyze time series and performance datasets to identify patterns, trends, and outliers.
- Agent Development: Design and implement specialized AI agents to detect anomalies and trend shifts, prioritize alerts based on business impact, summarize complex alert information, validate and refine AI-generated results.
- Agent Orchestration: Build and manage an orchestrator agent to coordinate and manage workflows across individual agents, ensuring seamless data and insight flow.
- Alerting & Communication: Develop mechanisms to notify and inform users of alerts in real-time, in a clear and actionable format.
- Testing & Validation: Perform comprehensive testing of the AI system to ensure accuracy, reliability, and robustness of generated insights.
Required Skills & Qualifications:
- Proven experience with Generative AI technologies and frameworks.
- Hands-on expertise with LangGraph, LangChain, and agent-based architectures.
- Strong knowledge of Time Series Analysis and performance metric monitoring.
- Proficiency in Python and experience with libraries such as Pandas, NumPy, Scikit-learn, or PyTorch.
- Ability to work independently and collaborate with cross-functional teams.
- Experience with LLM tuning, RAG systems, or custom tool integrations.
- Knowledge of cloud platforms for deployment and scaling.
- Background in alerting systems, AIOps, or business performance analytics.
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