5 months ago
San Pedro Garza García, MexicoStaff+
Responsibilities
- Architect and deploy machine learning models for predictive maintenance, anomaly detection, asset optimization, and time-series forecasting using large-scale sensor data.
- Develop robust data pipelines and real-time inference systems integrated with edge and cloud infrastructure.
- Own end-to-end delivery of machine learning projects from ideation through deployment.
- Guide and mentor ML and software engineers and define best practices for model development, testing, and deployment.
- Partner with product managers and domain experts to align technical solutions with business goals.
- Develop technical roadmaps tied to business outcomes and ensure reliable production delivery.
Requirements
- Bachelor's degree in Computer Science, Electrical Engineering, Statistics, or a related field.
- 5+ years of experience in machine learning and software engineering.
- Proven experience leading technical teams or projects in a production environment.
- Strong knowledge of supervised and unsupervised learning, classification, regression, clustering, and deep learning.
- Strong proficiency in Python, PyTorch, TensorFlow, Scikit-learn, SQL, and cloud platforms.
- Experience with time-series data and production data pipelines or real-time inference.
- Excellent communication and cross-functional collaboration skills.
- Preferred: advanced degree in a relevant field, industrial-sector experience, MLOps tool knowledge, and experience with signal processing, edge computing, or physics-informed machine learning models.
Tech Stack
Categories
About Clarios
Clarios manufactures low-voltage automotive batteries and energy-storage solutions for vehicle OEMs and the aftermarket, and is expanding into supercapacitors for data center and grid uses. The privately held company, headquartered in Glendale, Wisconsin, produces more than 150 million batteries a year, with products installed in roughly one in three vehicles worldwide. Its portfolio spans conventional flooded, AGM, and advanced 12‑volt systems supporting start‑stop, electrified, and auxiliary power needs.