Tredence Analytics Solutions Private Limited
Tredence Analytics Solutions - Technical Trainer - Artificial Intelligence
Pune, भारत
Vacancy description
ACT Fibernet
Hyderabad, भारत
Role Overview : As an AI-Expert, you will be the primary strategist and driver for transforming traditional network operations into an AI-augmented, autonomous ecosystem. You will be responsible for the entire lifecycle of AI integration - from initial solutioning and architectural design to leading development and managing the ongoing operations of production-grade AI platforms. Your objective is to leverage Machine Learning and Generative AI to automate troubleshooting, optimize network planning, and assist in real-time issue resolution across the https://jobeax.com/link/c386j5jUh3HKxNPb Responsibilities : Solutioning & Strategic Design : - AI Roadmap & Strategy : Define and drive the vision for AI-integrated network management, focusing on faster incident triage and reduced manual intervention.- SME Collaboration : Work closely with Network SMEs to translate natural-language troubleshooting playbooks and "tribal knowledge" into structured, deterministic AI logic.- Workflow Orchestration : Design complex, multi-stage diagnostic and operational pipelines that move the organization toward a "lights-out" NOC (Network Operations Center).- Predictive Frameworks : Architect systems for anomaly detection, predictive maintenance, and capacity forecasting to identify risks before they impact service.- Governance & Ethics : Ensure all AI solutions maintain high standards of auditability, security, and deterministic https://jobeax.com/link/N4141fqRGqOhBrfu & Implementation Leadership : - Advanced AI Integration : Lead the implementation of LLM-based solutions, including Retrieval-Augmented Generation (RAG) for knowledge management and automated resolution procedures.- Data Science & Engineering : Oversee the normalization and ingestion of massive telemetry streams from diverse hardware vendors into unified, actionable data models.- Automation & Self-Healing : Oversee the creation of "closed-loop" systems that can automatically execute remedial actions - such as failovers or re-routing - based on AI-driven insights.- Stakeholder Tools : Manage the development of intuitive dashboards and interfaces that deliver AI-driven Network insights to NOC engineers, customer support, and senior https://jobeax.com/link/ctHMq893toHqH7Tg Management & Optimization : - Continuous Learning Loops : Establish mechanisms to capture human feedback and real-world results to continuously refine AI models and diagnostic rules.- Performance Monitoring : Own key platform metrics, including diagnostic accuracy, false positive rates, and total system latency.- Scale & Resilience : Manage the operational health of AI services, ensuring high availability, graceful degradation during data gaps, and a clear path for future https://jobeax.com/link/jY77Q1Dy88fi0EZ8 Core Competencies : - Artificial Intelligence : Deep expertise in ML, LLMs (Generative AI), RAG architectures, and vector search technologies.- Systems Architecture : Proven ability to design asynchronous, request-response pipelines and high-performance data ingestion services.- Network Domain : Broad understanding of network telemetry, topology, and the lifecycle of network incident management is good to have.- Operational Leadership : Experience managing production AI systems with a focus on auditability and deterministic outcomes. (ref:hirist.tech)
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