Machine Learning expert

Join to apply for the Machine Learning Expert role at Siemens We are looking for a Machine Learning Expert to be hired with a permanent contract within the Siemens Mobility Innovation Centre for Optimization & AI within the Software Business Unit. The Innovation Centre for Optimization & AI at Siemens Mobility advances mobility technology through research and development in the fields of Optimization & AI, with a particular focus on the Train Planning Systems (TPS) business segment. Siemens is a technology-focused company, pioneering intelligent solutions that transform manufacturing, grids, buildings, and transportation. Our technology addresses real problems that affect the future of humanity. You love to create an impact? From Day 1, you are empowered to make a difference for a better tomorrow with your full potential and creativity. Your Challenge As a Machine Learning Expert, your mission will be to develop and implement advanced machine learning models and algorithms to enhance the efficiency of transportation systems, with primary involvement in Rail. Your main activities will be: Designing and developing machine learning models for predictive, planning, and decision-making problems, including predictive maintenance, anomaly detection, scheduling, routing, and resource assignment. Collaborating with cross-functional teams to integrate machine learning solutions into existing Siemens software. Analyzing large datasets to extract actionable insights and improve decision-making processes. Conducting research and staying up-to-date with the latest advancements in machine learning and artificial intelligence. Providing technical guidance and mentorship to junior team members. Qualifications Minimum of 3-5 years of experience in machine learning, with a strong background in developing and deploying ML models. Expertise in deep learning techniques, including CNNs, RNNs, and transformers. Experience in deep reinforcement learning, including policy gradient methods, Q-learning, and multi-agent systems. Proven experience applying machine learning in the mobility sector, particularly in rail systems. Proficiency in Python, R, or Java. Experience with frameworks like TensorFlow, PyTorch, scikit-learn. Strong analytical and problem-solving skills. Excellent communication and teamwork abilities. Proficiency in English and eligibility to work in Italy. What We Offer Flexibility: inclusive, results-driven environment with hybrid and remote work options, supported by innovative tools. Welfare: flexible programs, health insurance, accident insurance, and free on-site lunch options. Growth: opportunities for continuous learning and development. Inclusive culture where you can be yourself. Visit our benefits and welfare programs at: Benefits e Welfare in Siemens Italia. Additional Information Seniority level: Mid-Senior level Employment type: Full-time Job function: Information Technology and Research Industries: Railroad Equipment Manufacturing and Rail Transportation Siemens is an equal opportunity employer committed to diversity and inclusion. We welcome your application and look forward to knowing you! J-18808-Ljbffr

Location: provincia-di-roma, IT

Posted Date: 6/17/2025