Senior ML Engineer - AI Agents & Enterprise Orchestration

Palm Venture Studios; San Francisco (CA); On-site; USD 180,000 - 240,000; Full time

Job summary

Gentoro in San Francisco is seeking a visionary Senior ML Engineer to bridge architecture and hands-on delivery, focusing on simplifying enterprise AI agent integration. You will define standards for platform scalability and cross-application interaction.

You will design multi-agent systems, build observability stacks with OpenTelemetry, enforce safety mechanisms to reduce hallucinations, and drive end-to-end reliability and performance in live environments.

Qualifications

• 5+ years of senior engineering experience at fast-paced tech startups.
• 2+ years of ML experience, including training or fine-tuning LLMs and embeddings.
• Proficiency in agent orchestration and memory-augmented systems.
• Experience using feedback loops to improve ML systems.
• Ability to thrive in startup ambiguity while maintaining enterprise-grade discipline.
• Demonstrated impact as a force multiplier for a technical team.
• Committed to practical, production-ready AI solutions.

Responsibilities

• Design and implement multi-agent systems and orchestration layers.
• Build and operate observability stacks (OpenTelemetry) to monitor reasoning paths, tool usage and performance.
• Develop and enforce technical safety mechanisms to mitigate hallucinations and biases.
• Create visualizations to convey behavior of agentic systems.
• Implement fallback mechanisms, HITL checkpoints, and automated recovery for failures.
• Apply best practices for LLMOps, monitoring, and performance tuning in live environments.
• Automate SDLC, CI/CD pipelines, elevate QA, and develop incident response protocols.

Skills

Senior engineering

ML

LLM models

Agent orchestration

Memory-augmented systems

Feedback loops

Startup discipline

Job description

Gentoro in San Francisco is seeking a visionary Senior ML Engineer to bridge architecture and hands-on delivery, focusing on simplifying enterprise AI agent integration. You will define standards for platform scalability and cross-application interaction.

You will design multi-agent systems, build observability stacks with OpenTelemetry, enforce safety mechanisms to reduce hallucinations, and drive end-to-end reliability and performance in live environments.