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AI Predictive Maintenance Engineer

Ontix Intelligence

Remote · $130k – $160k / year · Full-time · Posted 2 months ago

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About the role

TensorFlow, computer vision, and Airflow are the backbone of every inspection line we support. If you know how to move a vision model from a notebook to a factory floor, this role is built around that exact skill. You'll extend our existing optical inspection systems with predictive maintenance signals, correlating visual wear patterns with sensor telemetry to flag equipment before it fails. The pipelines you build will run on Airflow across multiple plants, feeding dashboards that maintenance teams check every morning. Our clients include several Fortune 500 manufacturers, and reliability is treated as a hard requirement, not a nice-to-have. Every model change goes through a documented validation process before it touches a live line.

Responsibilities

  • Own the predictive maintenance pipeline from data ingestion to alerting
  • Build and validate computer vision models against real plant footage
  • Maintain Airflow DAGs that orchestrate multi-site data pipelines
  • Document model validation results for enterprise clients

Requirements

  • 5+ years deploying computer vision models in industrial settings
  • Strong TensorFlow and AWS experience
  • Familiarity with Airflow or an equivalent orchestration tool
  • Comfortable working with strict validation and audit requirements

Benefits

  • Remote-first with quarterly on-site visits optional
  • Equity package
  • 401k matching
  • Home office stipend

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Categories

AI & Machine Learning Engineers MLOps & AI Infrastructure

Skills

python tensorflow computer vision airflow aws

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Job Type

Full-time

Level

Senior

Language

English

Salary Range

$130k – $160k / year

AI Expertise

AI & Machine Learning Engineers MLOps & AI Infrastructure

Skills

python tensorflow computer vision airflow aws

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