Data Scientist - Predictive Maintenance

Tractian's Data Science team in Sao Paulo builds machine learning systems that turn industrial sensor data into actionable intelligence for maintenance and reliability teams. This role focuses on time-series and predictive maintenance models that help industrial companies understand equipment behavior, detect anomalies, anticipate failures, and improve maintenance decisions. You will work across the ML lifecycle: exploring modeling approaches, validating hypotheses, building production-ready inference systems, and monitoring model behavior at scale. The work involves non-stationary time series, heterogeneous equipment, noisy sensor data, distribution and concept drift, and the operational constraints of deploying ML in industrial environments. You will collaborate with data scientists, software engineers, and laboratory teams to move research into production-grade pipelines. The listing is a full-time role based in Sao Paulo and posted as remote. Compensation is listed as competitive, with benefits such as a meal allowance, national health plan without copay, dental insurance, and a Wellhub membership.