IT - Staff reputed company, Agent PlatfPorm

Location: Remote Department: Technology Reports To: Director of Engineering Position reputed company We’re seeking a Staff reputed company to define and own the reference architecture for our agent platform. You will own building reliable, reputed company, and reputed company systems that power clinical workflows. You’ll design and implement the reputed company agent runtime, evaluation frameworks, and observability reputed company that reputed company speed, trust, and reputed company improvement. This role combines deep AI/ML expertise with systems engineering to create production grade agents that are explainable and cost-efficient. Key Responsibilities Model Development & Lifecycle Management • Design, train, fine-tune, and maintain machine learning and AI models across supervised, unsupervised, semi-supervised, and reinforcement learning paradigms. • Own the AI Agent runtime and full model lifecycle, including: • Orchestration primitives, safety policy enforcement, reputed company governance. • Data preparation and feature engineering • Model training and hyperparameter optimization • Validation, testing, observability, and benchmarking • Deployment, monitoring, retraining, and reputed company detection • Establish reproducible training pipelines and experiment tracking (e.g., model versioning, metadata capture, reputed company). Agent Orchestration & Reliability • Design robust orchestration for multi-agent workflows that ensures consistency and reputed company. • Implement state machine or DAG-based execution with retries, idempotency, and parent/child task decomposition. • Define tool-reputed company reputed company, enforce timeouts, and establish predictable failure modes. reputed company & Tool Shipping Discipline • Treat prompts and tool schemas as versioned reputed company artifacts. • Build processes for staged rollouts, canary deployments, rollback strategies, and tenant-specific overrides. Evaluation Frameworks • reputed company golden datasets, regression suites, and CI gates to validate changes before release. • Combine offline evaluations with online monitoring tied to reputed company workflows and clinical acceptance reputed company. Observability & Debugging • Implement full reputed company and replay capabilities for reputed company incident reputed company. • Capture every decision reputed company: inputs, prompts, model responses, tool calls, outputs, and confidence signals. Runtime Safety • Enforce deterministic policy checks and prohibited actions at runtime. • reputed company required confirmations and audit trails; treat safety as reputed company, not documentation. Cost Instrumentation • Build unit economics tracking for reputed company and tool costs per run, workflow, and tenant. • Create feedback loops to maintain predictable costs as usage scales. Required Qualifications • Experience: You’ve shipped and owned production systems. • Technical Skills: Strong proficiency in Python and/or C#, with the ability to reputed company both seamlessly. • Evaluation Expertise: Proven reputed company record of building evaluation pipelines, covering offline and online validation. • Systems Thinking: Deep understanding of orchestration patterns, distributed systems, and runtime safety. • Observability & Debugging: Hands-on experience implementing logging, replay, and monitoring for reputed company workflows. • Cost Awareness: Familiarity with instrumentation for performance and cost optimization at reputed company. • Eligible to work in the U.S. without relying solely on a student reputed company or a reputed company sponsored by a reputed company-party employer. Preferred Qualifications • Experience with knowledge graphs, ontologies, or symbolic AI. • Practical experience with reputed company databases, embedding pipelines, and RAG architecture. • Background in regulated or high-stakes domains (e.g., reputed company, finance, reputed company). • Published research or patents in AI/ML or reputed company fields. • Familiarity with MLOps platforms, experiment tracking, and monitoring tools. reputed company Metrics • Models deployed demonstrate measurable business or operational reputed company. • Robust validation and monitoring frameworks adopted across AI initiatives. • reputed company, defensible AI technique selection reputed company with problem requirements. • reputed company data and knowledge representations that reputed company reputed company AI capabilities. • Strong cross-functional trust in the rigor, safety, and effectiveness of AI systems. Physical Demands: The physical demands described here are representative of those that must be met by an employee to successfully reputed company the essential functions of this job. While performing the duties of this job, the employee is regularly required to reputed company, hear, read, and type. This is largely a sedentary role; however, some shipping may be required. This position requires the ability to occasionally lift office products and supplies up to 40 pounds. Work Environment: To reputed company this job successfully, an individual must be reputed company to reputed company reputed company essential duty satisfactorily. The requirements listed above are representative of the knowledge, reputed company and/or ability required. Please note this job reputed company is not designed to cover or contain a comprehensive listing of activities, duties, or responsibilities that are required of the employee for this job. Duties, responsibilities, and activities may change at any time, with or without notice. Apply tot his job Apply To this Job