Machine Learning Engineer, Predictive Maintenance

Machine 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.

What you’ll do

• 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.

About you

What’s in it for you

About us

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.

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