Senior ML Architect, Grid AI & Production Systems (Hybrid)

Tapestry, Inc.; Mountain View (CA); On-site; USD 262,000 - 361,000; Full time

Benefits offered by this job

Salary + equity

Medical/Dental/Vision

Generous PTO

401(k)

Alphabet-backed environment

Job summary

Tapestry, Inc. seeks a foundational architect to guide multi-year ML strategy, bridging AI research, physics of continental-scale grids, and production ML systems across multimodal learning, agentic systems, and ML/AI operations.

You will design ML systems advancing grid planning, simulation, and asset intelligence at continental scale, mentoring engineers and shaping architectural standards for reliability and efficiency.

Qualifications

• Master's or PhD in CS/EE/Math or equivalent practical experience.
• 10+ years building, training and deploying large-scale ML systems in production with PyTorch/JAX/TF.
• Proven ability to architect systems handling massive datasets or compute-intensive workloads.
• Experience aligning stakeholders and mentoring senior technical leaders.
• Ability to think from first principles and apply structured judgment.
• Strong written and verbal communication across multidisciplinary audiences.

Responsibilities

• Own the technical roadmap and system architecture for intelligence engines across multimodal ML and geospatial data.
• Partner with ML leads, power systems scientists, software engineers, PMs, and partners to turn grid data into actionable insights.
• Mentor engineers and establish production standards, aligning stakeholders around architecture.
• Advance AI architectures spanning agentic AI, physics-informed ML, and NLU for energy challenges.
• Establish scalable patterns and standards to improve reliability and maintainability.
• Shape long-term ML strategy through first-principles thinking and rigorous analysis.

Skills

Machine learning

PyTorch

JAX

TensorFlow

Large-scale systems

Cross-disciplinary collaboration

First principles thinking

Technical leadership

Communication

Mentoring

Education

Master's/PhD in CS/EE/Math

Tools

PSS/E

GridLAB-D

MATPOWER

Job description

Tapestry, Inc. seeks a foundational architect to guide multi-year ML strategy, bridging AI research, physics of continental-scale grids, and production ML systems across multimodal learning, agentic systems, and ML/AI operations.

You will design ML systems advancing grid planning, simulation, and asset intelligence at continental scale, mentoring engineers and shaping architectural standards for reliability and efficiency.