Maintainx
Maintainx7d ago

Senior Applied Scientist, ML Predictive Maintenance (Asset Intelligence)

CanadaMontréalmid
EngineeringData ScienceMachine Learning Engineer, Predictive Maintenance
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Quick Summary

Key Responsibilities

Design, develop and optimize machine learning models for fault detection and classification end-to-end e.g. data and training modeling choices to evaluation strategies and production constraints.

Requirements Summary

You’ll work with Smart, Humble Optimists across the globe. Meritocratic environment where ideas and outcomes are publicly celebrated.

Technical Tools
EngineeringData ScienceMachine Learning Engineer, Predictive Maintenance

MaintainX is the world’s leading mobile-first Asset and Work Intelligence platform for industrial and frontline environments. We’re a modern, IoT-enabled, cloud-based solution that powers maintenance, safety, and operations on physical equipment and facilities.

We help 12,000+ organizations—including Duracell, Univar Solutions, Titan America, McDonald’s, Brenntag, Cintas, Xylem, and Shell—achieve operational excellence and reliability at scale.

Following our $150 million Series D 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 phase of growth, we’re investing deeply in AI/ML, LLMs, and Industrial IoT to transform how frontline teams operate—predicting failures before they happen, automating workflows, and embedding intelligence into every asset and procedure.

Responsibilities

~1 min read
  • Design, develop and optimize machine learning models for fault detection and classification end-to-end e.g. data and training modeling choices to evaluation strategies and production constraints.
  • Perform EDA on vibration, OT and time-series data to uncover insights and identify patterns indicative of faults or anomalies.
  • Conduct experiments and evaluation of various algorithms on time-series modeling, signal processing, and statistical methods, to optimize model performance.
  • Partner with PMs in product feature discovery and roadmap prioritization through validating product hypotheses, designing success metrics and quantifying end user impact
  • Collaborate with domain experts to validate findings and ensure alignment with real-world applications.
  • Engage with your community of peers to challenge the status quo, improve our shared ways of working, and influence overall architecture decisions, continuing to foster our culture of Applied Science excellence
  • On-call duties
  • Master’s or Ph.D. in Computer Science, Data Science, Mechanical Engineering, Electrical Engineering, or a related field with a focus on condition monitoring or machine learning applications.
  • 5+ years of proven programming skills using standard ML tools such as Python, PyTorch, Tensorflow etc.
  • Strong foundational knowledge in machine learning, data science, and statistics
  • Familiarity with time-series modeling techniques and feature engineering.
  • Ability to deliver production-grade code that is well-tested, maintainable, and evaluated through rigorous experimentation.

Nice to Have

~1 min read
  • Hands-on experience developing models for OT and vibration analysis, condition monitoring, and fault detection or classification.
  • Familiarity with signal processing techniques (e.g., Fourier transforms, wavelet analysis) and their application to OT and vibration data.
  • Competitive salary and meaningful equity opportunities.
  • Healthcare, dental, and vision coverage.
  • 401(k) / RRSP enrollment program.
  • Take what you need PTO.
  • A high impact Culture:
    • You’ll work with Smart, Humble Optimists across the globe.
    • Meritocratic environment where ideas and outcomes are publicly celebrated.

We exist to make the lives of frontline and maintenance teams easier by building software that meets their real-world needs. Our product transforms how 80% of the global workforce—those who don’t sit behind a desk—manage their operations, assets, and teams.

MaintainX is committed to creating a diverse environment. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status.

Listing Details

Posted
April 8, 2026
First seen
March 26, 2026
Last seen
April 16, 2026

Posting Health

Days active
20
Repost count
0
Trust Level
56%
Scored at
April 16, 2026

Signal breakdown

freshnesssource trustcontent trustemployer trustcandidate experience
Maintainx
Maintainx
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MaintainX is the leading maintenance and work execution software, designed specifically for industrial and frontline teams.

Employees
350
Founded
2018
View company profile
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MaintainxSenior Applied Scientist, ML Predictive Maintenance (Asset Intelligence)