Senior ML Architect, Predictive Maintenance

MaintainX; Seattle (WA); On-site; USD 131,000 - 236,000; Full time

Job summary

MaintainX, a leading mobile-first work execution platform, is seeking a Senior Applied Machine Learning Developer to guide AI strategy and system architecture for predictive maintenance and asset intelligence across thousands of industrial sites.

You will mentor a team of ML and data developers, design end-to-end ML pipelines, and collaborate with product leadership to align AI initiatives with customer needs and business goals.

Qualifications

• 7+ years of experience in Machine Learning, Data Science, or Applied AI.

Responsibilities

• Lead technical direction for predictive maintenance and anomaly detection across MaintainX products.
• Architect end-to-end ML systems from data ingestion to deployment and monitoring.
• Mentor ML/data developers and establish best practices for model lifecycle management.
• Collaborate with product and software leads to align AI roadmap with customer needs and business goals.
• Design data and feedback loops linking telemetry to model retraining.
• Drive optimization via quantization, distillation, and scalable inference serving.
• Work with LLM frameworks to build reasoning systems for asset intelligence.
• Ensure ML infrastructure meets latency, reliability, explainability, and security standards.

Skills

Python

PyTorch

TensorFlow

Cloud ML

Time-series

Anomaly detection

ML architecture

Leadership

Education

MS/PhD in CS/ML

Tools

Docker

Kubernetes

Weights & Biases

MLflow

SageMaker

LangChain

LlamaIndex

Hugging Face

Job description

MaintainX, a leading mobile-first work execution platform, is seeking a Senior Applied Machine Learning Developer to guide AI strategy and system architecture for predictive maintenance and asset intelligence across thousands of industrial sites.

You will mentor a team of ML and data developers, design end-to-end ML pipelines, and collaborate with product leadership to align AI initiatives with customer needs and business goals.