Senior ML Engineer — Autonomous AI Platform

Adobe Inc.; San Jose (CA); On-site; USD 183,000 - 265,000; Full time

Job summary

Adobe Experience Platform’s Agent Platform team is seeking Senior ML Engineers to own major components of a production-grade agent runtime, with sub-second orchestration, memory systems, and sandboxed execution across thousands of endpoints.

You’ll design ML workflows at scale, build core infrastructure, and advance tool orchestration, memory, and evaluation while collaborating on platform roadmap and customer deployments. This role is based in California with focus on enterprise AI scalability.

Qualifications

• Ph.D. or MS in Computer Science or related field is required.
• 5+ years of experience building and deploying production ML systems with real-user scale.
• Strong software engineering fundamentals: Python and/or Java, API design, microservices, and end-to-end production ownership.
• Hands-on experience with PyTorch, TensorFlow, or JAX.
• Production experience with LLMs: prompt engineering, APIs, fine-tuning, or LLM-powered apps.
• Experience with AWS or Azure and data infra like Postgres, Redis, Elasticsearch, Snowflake.
• Self-motivated with strong communication and ability to influence decisions in a collaborative environment.

Responsibilities

• Build core agent infrastructure including agent runtime, tool execution layer, memory systems, sandboxed execution, and control plane with sub-second orchestration latency and high-throughput pipelines.
• Design ML workflows at enterprise scale for model customization, serving, and lifecycle management to adapt to diverse workloads.
• Innovate by exploring agent reasoning, tool orchestration, memory, or evaluation; move ideas from experiment to production.
• Engage with customers to see how systems perform in deployments and feed insights back into the platform roadmap (not customer-facing role).
• Own what you ship with end-to-end production operations: deployment, monitoring, observability, and incident response.

Skills

Python

Java

APIs

Microservices

Production systems

PyTorch

TensorFlow

JAX

LLMs

AWS

Azure

Postgres

Redis

Elasticsearch

Snowflake

Communication

Education

Ph.D. or M.S. in Computer Science or related field

Job description

Adobe Experience Platform’s Agent Platform team is seeking Senior ML Engineers to own major components of a production-grade agent runtime, with sub-second orchestration, memory systems, and sandboxed execution across thousands of endpoints.

You’ll design ML workflows at scale, build core infrastructure, and advance tool orchestration, memory, and evaluation while collaborating on platform roadmap and customer deployments. This role is based in California with focus on enterprise AI scalability.