TRACTIAN logo
TRACTIAN

Artificial Intelligence Quarterbacking Your Maintenance

Data Scientist

Data ScientistData ScientistFull TimeRemoteSeniorTeam 51-200H1B No SponsorCompany SiteLinkedIn

Location

Brazil

Posted

141 days ago

Salary

0

Seniority

Senior

Job Description

Data Scientist

TRACTIAN

• Develop predictive maintenance algorithms using machine learning techniques for time-series data. • Analyze sensor data streams to identify patterns that predict equipment failure. • Research and stay up to date with academic literature and state-of-the-art condition monitoring techniques, translating relevant advances into practical solutions. • Collaborate with engineers to improve data pipelines and enhance model accuracy. • Build scalable, real-time models for low-latency predictions. • Create diagnostic tools that enable data-driven maintenance decisions. • Work with the laboratory team to design experiments and develop failure datasets using real machinery to validate hypotheses, develop new models, and optimize existing ones. • Continuously refine models based on real-world performance, experimental results, and feedback.

Job Requirements

  • Expertise in machine learning, time-series analysis, and anomaly detection.
  • Proficiency in Python and common data science and ML libraries (e.g., NumPy, pandas, scikit-learn, PyTorch).
  • Solid understanding of signal processing concepts and hands-on experience with industrial sensor data (e.g., vibration, current, temperature, pressure).
  • Ability to read, interpret, and apply insights from academic literature and state-of-the-art research in condition monitoring and fault diagnosis.
  • Experience designing experiments to validate hypotheses and benchmark models.
  • Strong problem-solving skills and ability to handle noisy, high-dimensional data.
  • Advanced English.

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