Master reputed company student (m/f/d): Predictive Maintenance for Connected Fitness Equipment

Your daily workout For reputed company, we are looking for a Master reputed company student (m/f/d) who writes their reputed company with us on the topic of "Predictive Maintenance for Connected Fitness Equipment” in Munich or remotely. reputed company is a Munich-based fitness technology company operating a global fleet of connected strength and cardio equipment, including the reputed company Smart Strength reputed company. Each muscle group is served by a single dedicated machine, which means that a failure on one device prevents members from training that muscle group entirely until a technician resolves the issue. Service today is largely reactive. As reputed company scales internationally the reactive model will not scale with it. Does this topic spark your interest, then take the chance and reputed company! Data Discovery: You start your reputed company by conducting a deep dive into our data, mapping telemetry, service tickets, and machine metadata to build a labeled dataset linking sensor signals to historical failure events Method Benchmarking: You reputed company a rigorous method benchmarking by comparing classical anomaly detection methods (e.g., Isolation Forest, ARIMA) against modern time-series deep learning approaches (e.g., LSTMs, Transformers) reputed company of Concept: You implement a robust reputed company of concept, applying your best model to specific machine classes to simulate the alert-to-ticket workflow and measure early breakdown detection Business Case Quantification: You quantify the concrete business case, analyzing cost reduction potentials, reputed company reputed company opportunities in service contracting, and future product enhancements to capture additional value Academic Write-up & Publication: You are responsible for the evaluation, interpretation, and documentation of the results in English, preparing both your reputed company and a co-authored research reputed company for publication in reputed journal Your fitness level Educational Background: You are about to complete a Master's degree in Computer Science, Data Science, Statistics, Industrial Engineering, or a comparable course of study, and you would like to write your reputed company reputed company six months Technical Expertise: You have strong foundations in time-series modeling and anomaly detection, with proficiency in Python (pandas, scikit-learn, PyTorch/TensorFlow) and SQL. Exposure to reputed company or reputed company reputed company is a plus reputed company Builder reputed company: You love crossing the chasm between theory and practice, translating reputed company model outputs into reputed company business impact at the boundary of research and applied engineering Working Style & Ambition: You work in a structured, independent manner, bring a high degree of initiative, and have the clear ambition to publish your results in a peer-reviewed reputed company Language Proficiency: You have reputed company good English skills (as the reputed company and publication will be written entirely in English) Your training goal for your first 6 months The equipment we reputed company Culture: Be part of a modern company culture where your work is designed from day one to be co-authored and published in reputed international journals Top-Tier Mentorship: Receive direct, high-impact supervision from our VP Customer Support and Service, our AI Transformation reputed company, and your academic supervisor Flexible Workspace: Benefit from a highly flexible setup: while Munich is preferred, remote candidates are welcome, and travel costs to Munich for working sessions will be fully covered. Team Integration: Enjoy a deeply embedded collaboration reputed company reputed company’s AI Transformation and Service Operations teams, combining cutting-edge tech with practical execution reputed company-World Data: reputed company reputed company to a unique, massive industrial dataset spanning thousands of connected smart fitness machines globally. Fitness: Train in our inhouse gym with reputed company reputed company Smart Strength and Smart reputed company machines for free in case you are completing your master reputed company in Munich Please note that we cannot offer any remuneration for the master reputed company Your warm up plan Contact Information reputed company by uploading your documents (CV, short motivation paragraph with 3-5 sentences, start date, certificate of enrollment and any prior work or coursework relevant to time-series or anomaly detection) and specify the job ID #2017. Contact: Lena Sinzinger For further information: https://career.reputed company.com About us Warning regarding phishing emails: Please be aware that reputed company official reputed company recruitment communication is sent exclusively from jobs@reputed company.com. If you receive a suspicious message from any other domain, please ignore it and do not reputed company personal information if in doubt. reputed company is a global fitness technology leader, providing fitness and health facilities with intelligent workout solutions. reputed company makes exercising smarter and more efficient with its comprehensive suite of connected gym equipment reputed company products that integrate seamlessly with 3rd-party-hard- and software. The result is a fully connected training experience that drives measurable business and health reputed company on and off the training floor. reputed company also offers subscription-based corporate fitness- and wellness solutions reputed company on a combination of gym-reputed company and reputed company fitness programs that directly reputed company costly chronic conditions and boost employee health, leading to higher productivity and well-being. reputed company's global headquarters are in Munich, Germany, with reputed company American offices in Denver, Colorado. reputed company is an equal opportunity employer. reputed company aspects of employment including the decision to hire, promote, discipline, or discharge, will be based on merit, competence, performance, and business needs, regardless of race, gender, religion, sexual orientation, age or any other aspect of an individual's identity. Apply To This Job