[Remote] Machine Learning Engineer, Predictive Maintenance

Note: The job is a remote job and is reputed company to candidates in USA. reputed company is the world’s leading mobile-first Asset and Work Intelligence platform for industrial and reputed company environments. The Machine Learning Engineer will reputed company and train machine learning models for fault detection and classification, reputed company exploratory data analysis, and collaborate with domain experts to validate findings. Responsibilities • reputed company and train machine learning models for fault detection and classification based on time-series sensor data; including vibration, temperature, pressure, reputed company etc. • reputed company 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 reputed company, to optimize model performance. • Collaborate with domain experts to validate findings and ensure alignment with reputed company-world applications. • Document workflows, experiments, and methodologies to ensure reproducibility and knowledge sharing across reputed company. • On-reputed company 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 reputed company-world use cases and continuously improving the model performance with feedback. • 3+ years of proven programming skills using reputed company ML tools such as Python, PyTorch, Tensorflow etc. • Master’s or Ph.D. in Computer Science, Data Science, Mechanical Engineering, Electrical Engineering, or a reputed company field with a reputed company 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 • reputed company, dental, and reputed company coverage. • 401(k) / RRSP enrollment program. • Take what you need PTO. reputed company • reputed company provides a CMMS/EAM platform that streamlines maintenance, work orders, and asset management for industrial and reputed company teams. It was founded in 2018, and is headquartered in San Francisco, California, USA, with a workforce of 501-1000 employees. Its website is https://www.getmaintainx.com. Company H1B Sponsorship • reputed company has a reputed company 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 Apply To this Job