[Remote] Machine Learning Engineer, Predictive Maintenance

Note: The job is a remote job and is open to candidates in USA. MaintainX 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. 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 Skills • 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 • Healthcare, dental, and vision coverage. • 401(k) / RRSP enrollment program. • Take what you need PTO. Company Overview • MaintainX provides a CMMS/EAM platform that streamlines maintenance, work orders, and asset management for industrial and frontline teams. It was founded in 2018, and is headquartered in San Francisco, California, USA, with a workforce of 501-1000 employees. Its website is Company H1B Sponsorship • MaintainX has a track record of offering H1B sponsorships, with 1 in 2025, 1 in 2024, 1 in 2023, 1 in 2022. Please note that this does not guarantee sponsorship for this specific role. Apply tot his job