Werkstudent (m/w/d) Machine Learning at DEUTZ

Company Overview

DEUTZ is a globally recognized manufacturer of powertrain systems for off-road applications, supported by a worldwide network of over 1,000 sales and service partners across more than 120 countries. The company continuously advances its technologies with a keen focus on market needs, technological progress, and social responsibility. Beyond traditional combustion engines, DEUTZ's portfolio now includes gas, hydrogen, and electric powertrains used worldwide in construction and agricultural machinery as well as decentralized power supply.

Job Overview

As a working student in machine learning, you will contribute to developing models that predict failures in screw assembly processes. You will handle data analysis and preparation, perform feature engineering, assist in training and validating machine learning models, and incorporate practical insights from assembly, maintenance, and quality assurance. Collaboration across multiple production departments will offer you valuable exposure to AI applications in industrial manufacturing.

Key Responsibilities

• Assist in developing a machine learning model to forecast faults during screw assembly
• Analyze and process production and quality data
• Perform feature engineering and select relevant characteristics
• Support training and validation of ML models
• Integrate practical knowledge from assembly, maintenance, and quality control teams
• Interpret model outcomes and identify improvement opportunities
• Collaborate closely with various units within production
• Gain firsthand experience in implementing AI within an industrial setting

Candidate Profile

• Currently enrolled as a master’s student in (business) computer science, data science, mechanical engineering, or a related field
• Some experience or interest in machine learning, data analysis, AI applications, or statistical modeling
• Familiarity or enthusiasm for Python and common ML libraries (e.g., scikit-learn, TensorFlow) or data analysis tools
• Creative mindset with a willingness to contribute ideas and work independently
• Interest in industrial processes and modern technologies
• Strong teamwork skills and enjoyment in collaborating with diverse departments (production, quality, maintenance)
• Excellent written and spoken communication skills in German and English

Work Conditions and Benefits

• Exciting daily challenges with ample opportunities for creative input
• Up to 20 working hours per week
• Competitive remuneration aligned with the Metal Tariff Agreement NRW, including additional payments
• Extensive training and professional development offerings
• Employee discounts from various providers both online and onsite
• Comprehensive health care services (e.g., flu and Covid vaccinations, carotid artery screening) through an in-house company medical center
• Access to a company cafeteria and kiosk on site
• Good public transportation connections and free parking facilities
• Discounted Urban Sports Club membership

Additional Information

• Position based in Cologne headquarters
• Work schedule: Maximum 20 hours per week
• Contract type: Fixed-term
• Starting date: August 15, 2026

Equal Opportunity Statement

DEUTZ values and supports diversity among its workforce, believing it to be a key driver for success, innovation, and competitiveness.

Application Process

Please submit your detailed application via DEUTZ's online application system. For questions, contact Helen Melsheimer at career@deutz.com.

Note

This position offers a dynamic and supportive work environment in an internationally operating technology company with ideal conditions and attractive compensation.