Senior Machine Learning Engineer
Core
Build a production-grade runtime platform for autonomous AI agents, including orchestration, tool execution, memory systems, and sandboxed execution for Fortune 500 marketing teams.
Role type
Senior IC machine learning engineer (agent platform infrastructure) (via careerplan.io/jobs/R160087-senior-machine-learning-engineer-at-adobe)
Builds
Agent runtime, tool execution layer, memory systems, sandboxed execution, and control plane components
Domain
Enterprise AI / Marketing Technology
Deliverable
production ML models
Required skills
Python, Java, deep learning frameworks (PyTorch, TensorFlow, JAX), LLM production experience, cloud platforms (AWS, Azure), data infrastructure (Postgres, Redis, Elasticsearch, Snowflake)
Preferred skills
Agent/LLM infrastructure depth, platform-scale systems thinking, ML-Ops/Agent-Ops experience, innovation in agent reasoning or evaluation
Technologies
PyTorch, TensorFlow, JAX, AWS, Azure, Postgres, Redis, Elasticsearch, Snowflake
Responsibilities
Build core agent infrastructure components; design ML workflows for model customization and lifecycle management; innovate on agent reasoning and orchestration approaches; engage with customers to shape platform roadmap; own architecture through production operations
Seniority
Senior, hands-on IC
