MaintainX · 1 month ago
Machine Learning Engineer, Predictive Maintenance
United States
Full-time
Remote
Mid Level
3+ years expMaintainX is the world’s leading mobile-first Asset and Work Intelligence platform for industrial and frontline environments. The Machine Learning Engineer will develop and train machine learning models for fault detection and classification, perform exploratory data analysis, and collaborate with domain experts to validate findings.
Artificial Intelligence (AI)Asset ManagementB2BInformation TechnologyMobileSaaS
Responsibilities
Develop and train machine learning models for fault detection and classification based on time-series sensor data; including vibration, temperature, pressure, flow etc
Perform exploratory data analysis (EDA) on vibration, OT and time-series data to uncover insights and identify patterns indicative of faults or anomalies
Experiment with and evaluate various algorithms, including time-series modeling, signal processing, and statistical methods, to optimize model performance
Collaborate with domain experts to validate findings and ensure alignment with real-world applications
Document workflows, experiments, and methodologies to ensure reproducibility and knowledge sharing across the team
On-call duties
Qualification
Required
Strong foundational knowledge in machine learning, data science, and statistical modeling
Familiarity with time-series modeling techniques and feature engineering
Experience in deploying machine learning models on real-world use cases and continuously improving the model performance with feedback
3+ years of proven programming skills using standard ML tools such as Python, PyTorch, Tensorflow etc
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
Preferred
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
Benefits
Healthcare, dental, and vision coverage.
401(k) / RRSP enrollment program.
Take what you need PTO.
Company
MaintainX
MaintainX provides a CMMS/EAM platform that streamlines maintenance, work orders, and asset management for industrial and frontline teams.
501-1000 employees
H1B Sponsorship
MaintainX has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (1)
2024 (1)
2023 (1)
2022 (1)
Funding
Current Stage
Late StageTotal Funding
$253.8MKey Investors
Bessemer Venture PartnersBain Capital Ventures
2025-07-09Series D· $150M
2023-12-06Series C· $50M
2021-06-09Series B· $39M
Leadership Team
Chris Turlica
CEO & Founder
Hugo Dozois-Caouette
Co-Founder and CTO
Recent News
2025-12-08
Washington Technology
2025-11-23
Company data provided by crunchbase