Machine Learning Engineer, Predictive Maintenance

November 20

🏄 California – Remote

Although this job is listed in California, this company may be open to hiring remote in other states.

⏰ Full Time

🟡 Mid-level

🟠 Senior

🤖 Machine Learning Engineer

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MaintainX

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MaintainX is the world-leading mobile-first workflow management platform for industrial and frontline workers. We are a modern IoT-enabled cloud-based tool for maintenance, safety, and operations on equipment and facilities.

51 - 200 employees

📋 Description

• 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

🎯 Requirements

• 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. • 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

• 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.