Note: The job is a remote job and is open to candidates in USA. TIFIN builds the AI operating layer for wealth, delivering agentic workflows across core personas in the financial industry. The Staff AI Engineer will architect and operationalize production-grade multi-agent systems to enhance advisor capabilities and streamline investment intelligence workflows.

Responsibilities

• Design and implement production-grade multi-agent systems using modern agent frameworks (e.g., Pydantic AI, Agent Harness, Tool-Calling, Code Execution)
• Build agent workflows that integrate context retrieval, reasoning, tool execution, validation, and compliance checks
• Develop distributed services for agent execution with strong observability, monitoring, and failure handling
• Establish evaluation frameworks for multi-step reasoning accuracy, groundedness, hallucination mitigation, and financial correctness
• Implement memory management, context handling, and agent state persistence strategies
• Partner with product, design, and engineering teams to translate business requirements into robust agent architectures
• Optimize systems for latency, cost efficiency, and reliability in production
• Contribute to infrastructure decisions around model serving, vector databases, caching, and orchestration layers

Skills

• 3+ years of experience building and shipping Generative AI and LLM applications into production, 6+ years of ML experience
• Demonstrated experience designing and deploying multi-agent systems of various architecture
• Strong experience with multimodal LLMs, knowledge graph, data synthesis, LLM fine tuning, reinforcement learning, agent harness, agent memory
• Deep proficiency in Python and modern AI frameworks
• Experience with distributed systems, cloud infrastructure (AWS/GCP/Azure), and containerized deployments
• Experience implementing monitoring, evaluation, and reliability safeguards for AI systems
• Strong systems thinking — ability to design beyond single-model solutions toward coordinated, multi-component architectures
• Resilience and adaptability - experience working at early-stage startups is a plus

Benefits

• A meaningful equity stake is a significant part of the overall package
• Benefits program eligibility: Comprehensive health, dental and vision coverage, retirement benefits and flexible PTO

Company Overview

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