Remote Data Scientist - Predictive Maintenance

Description:

• As a Data Scientist - Predictive Maintenance at TRACTIAN, you will work at the intersection of advanced data science and industrial operations.
• Your mission is to develop cutting-edge algorithms and predictive models to monitor and predict equipment failures before they occur, optimizing asset reliability and reducing downtime.
• You will face complex challenges involving large-scale time-series data, real-time data processing, and machine learning applications.
• You will collaborate closely with engineers to ensure our predictive maintenance solutions remain industry-leading.
• Your primary responsibility will be to delve deep into complex datasets, using your advanced analytical skills to uncover insights, develop predictive models, and provide data-driven solutions.
• Your work will directly contribute to enhancing our product offerings and improving business strategies through rigorous data analysis and model development.
• Responsibilities include developing predictive maintenance algorithms using machine learning techniques for time-series data, analyzing sensor data streams to identify patterns that predict equipment failure, collaborating with engineers to improve data pipelines and enhance model accuracy, building scalable, real-time models for low-latency predictions, creating diagnostic tools for technicians to make data-driven maintenance decisions, and continuously refining models based on real-world performance and feedback.

Requirements:

• You must have experience in predictive maintenance and condition monitoring.
• Expertise in machine learning, time-series analysis, and anomaly detection is required.
• Proficiency in Python is necessary.
• Knowledge of signal processing and industrial sensor data is essential.
• Experience with real-time data pipelines and cloud platforms is needed.
• Strong problem-solving skills and the ability to handle noisy, high-dimensional data are required.

Benefits:

• You will receive a competitive salary and stock options.
• There is a monthly allowance of R$800 for food in supermarkets, restaurants, and delivery.
• GymPass is provided to encourage physical activity.
• Optional fully funded English or Spanish courses are available.
• You will have 30 days of paid annual leave.
• An education and courses stipend is offered.
• You can earn a trip anywhere in the world every 4 years.
• A day off during the week of your birthday is included.
• There is a R$200 a month allowance for remote work.
• Mental health support is provided, covering 40% of therapy costs.
• A health plan with national coverage and no coparticipation is included.
• Dental insurance is available to assist with dental treatment for a better quality of life.
• A sports incentive of R$300 per month is provided if you practice activities.
• You can earn up to R$5,000 as a bonus for referring new Blue Caps.