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Senior Machine Learning Engineer - Predictive Maintenance

MaintainXMontreal, Toronto, Vancouver
On-site Full-time

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Experience Level

Senior

Qualifications

What You Will Do: Develop and train machine learning models for defect detection and classification from time-series sensor data, including vibrations, temperature, pressure, flow, etc. Perform exploratory data analysis (EDA) on vibration, OT data, and time-series to uncover insights and identify patterns indicating defects or anomalies. Test and evaluate various algorithms, including time series modeling, signal processing, and statistical methods, to optimize model performance. Collaborate with domain experts to validate results and ensure practical application relevance. Document workflows, experiments, and methodologies to ensure reproducibility and knowledge sharing within the team. Be on-call. About You: Strong foundational knowledge in machine learning, data science, and statistical modeling. Familiarity with time series modeling techniques and feature engineering. Experience deploying machine learning models in real-world use cases and continuously improving model performance through feedback loops.

About the job

MaintainX is the world's leading mobile platform dedicated to asset and task management in industrial and frontline environments. We offer a modern, cloud-based IoT solution that streamlines the maintenance, safety, and operation of physical equipment and facilities.

Empowering over 12,000 organizations including Duracell, Univar Solutions, Titan America, McDonald's, Brenntag, Cintas, Xylem, and Shell, we help them achieve operational excellence and reliability at scale.

Following our Series D funding round of $150 million led by Bain Capital Ventures, Bessemer Ventures, August Capital, Amity Ventures, and Ridge Ventures, MaintainX has raised a total of $254 million, valuing the company at $2.5 billion.

As we enter our next growth phase, we are heavily investing in AI/ML, LLMs, and industrial IoT to transform how frontline teams operate by predicting failures before they occur, automating workflows, and embedding intelligence into every asset and process.

About MaintainX

MaintainX is at the forefront of leveraging technology to optimize industrial operations. Our innovative approach to asset and task management empowers businesses to enhance efficiency and reliability. With significant backing and a vision for the future, we are committed to driving advancements in AI and IoT.

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