Data Scientist
Employment Information
Report this job
Job expired or something wrong with this job?
Job Description
Data Scientist developing predictive maintenance algorithms at TRACTIAN by analyzing industrial data and collaborating with engineering teams for predictive maintenance solutions.
Responsibilities:
- 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.
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.
Similar Jobs
Senior Clinical Data Manager
Managing data management operations for clinical projects at Catalyst Clinical Research. Leading technical expertise and ensuring project execution meets sponsor satisfaction.
Senior Data Science Engineer, AI
Senior Data Science Engineer developing data solutions for healthcare financial transparency. Collaborating with interdisciplinary teams to build scalable data systems.
Fullstack Data Scientist
Fullstack Data Scientist focused on building and developing solutions at httpie.ai. Collaborating with the Engineering team to drive data-driven innovations.
Instructor for Data Science Continuing Education
Lehrkraft für die Weiterbildung zum Certified Data Scientist. Unterstützung der Teilnehmenden beim Aufbau fundierter Grundlagen in Data Science.
Head of Data Science
Head of Data Science at Render, defining and scaling the data function across products and teams. Lead impactful data strategies and mentor a world-class team of data scientists.
Data Science Intern – Computer Vision, Machine Learning
Data Science Intern focusing on computer vision and machine learning research for digital identity verification. Collaborating with senior scientists and engineers on real-world challenges.
Head of Data
Head of Data for the Solana Foundation developing and owning data strategy across the ecosystem. Leading team of analysts and ensuring data drives informed decisions.
Product Analytics Lead
Product Analytics Lead driving data-informed decision-making for e-commerce company. Leading behavioral analyses and uncovering insights to shape product strategy and optimization.
Lead Instructor, Data Science
Lead Instructor at WBS CODING SCHOOL, responsible for Data Science and Analytics programs. Engaging teaching with hands-on workshops and mentoring international students in a 100% remote setting.
Data Scientist
Data Scientist at Jensen Hughes leveraging data science techniques for predictive modeling in revenue forecasting and financial analytics. Join a diverse team in a fast-paced remote environment.
Data Scientist – Pricing
Data Scientist managing pricing systems for Nivoda, a global jewelry marketplace. Building analytical frameworks and conducting pricing experiments to optimize pricing decisions.
Data Scientist – Pricing
Data Scientist leading pricing optimization and analytics for Nivoda's global jewellery marketplace. Creating analytical foundation, experimenting, and connecting pricing across various platforms.
Senior Data Scientist
Senior Data Scientist developing cutting-edge AI solutions to enhance healthcare technology and improve patient outcomes. Collaborating with cross-functional teams to drive innovation in medical technology.
Senior Data Scientist – Engineering Simulation/ML
Senior Data Scientist at Capgemini Engineering focusing on ML applications in engineering domains. Collaborating with engineers to develop and validate machine learning models for design configurations.
Lead Data Scientist
Lead Data Scientist within Mercury Insurance's Growth Data Science team, optimizing acquisition and engagement strategies through data-driven solutions.
Senior Data Scientist
Data Scientist developing analyses and models for SaaS products in construction and compliance sectors. Collaborating with operations to transform customer behavior data into business decisions.
Data Scientist
Data Scientist leading AI/ML initiatives at Capgemini Engineering. Driving enterprise-wide AI vision with cross-functional collaboration and technical expertise.
Space Data Manager
CAFM Analyst driving precision CAFM excellence for JLL, focusing on space data management and planning. Engage in innovative solutions and quality assurance for client success.
Senior Staff Engineer – Data Scientist
Senior Data Scientist with 8-10 years experience in data science and 2-4 years in manufacturing. Responsible for building scalable data solutions and deploying ML models in remote work setting.
Data Scientist – Utilization Management
Data Scientist at CVS Health building analytic solutions and machine learning models. Collaborating with data engineering teams to innovate healthcare analytics.