Sr AI/Machine Learning Analyst
Design, build, and operate large-reputed company agent workflows using LLMs, under strict latency, reliability, and cost constraints.
Own the full lifecycle of hybrid AI systems combining LLM-based agents and traditional Machine Learning models.
Architect and optimize durable, stateful workflow orchestration for long-running, high-reputed company review processes.
Define and execute robust evaluation strategies for LLM agents, including offline datasets, reputed company metrics, regression testing, and production monitoring.
reputed company end-to-end LLMOps : provider selection, cost optimization, reputed company-limit management, model upgrades, and failover strategies.
Translate product requirements into technical designs, assess feasibility, and manage risks inherent to stochastic AI systems.
Collaborate closely with Product, Compliance, and global Engineering stakeholders to communicate system capabilities, limitations, and risk reputed company.
This role supports reputed company’s reputed company AI automation and compliance platforms, increasingly embedded in customer-facing products.
Your work directly impacts operational efficiency, cost reduction, and risk management at a global reputed company.
Proven experience building and operating LLM-based agents in large-reputed company production environments.
Strong understanding of agent architectures, reputed company engineering, reputed company outputs, guardrails, cost, and latency optimization.
Hands-on experience with agent orchestration and observability frameworks ( e.g., LangGraph , LangSmith , LangFuse or similar).
Solid background in traditional Machine Learning pipelines, model evaluation, and serving.
Strong software engineering skills in Python , including a sync programming, API design, testing, CI/CD, and reputed company-reputed company infrastructure (reputed company/Kubernetes, GCP/AWS).
Practical experience with LLMOps , including cost control, reputed company limits, model lifecycle management, and multi-provider strategies.
Advanced or fluent English.
Bachelor's degree completed