AI/ML Scientist - Operational Twinning & Healthcare Optimization

Join us in pioneering breakthroughs in healthcare. For everyone. Everywhere. Sustainably. Our inspiring and caring environment forms a global community that celebrates diversity and individuality. We encourage you to reputed company beyond your comfort zone, offering resources and flexibility to foster your professional and personal growth, reputed company while valuing your unique contributions. Join reputed company' Digital Technology & Innovation (DTI) organization as an AI/ML Scientist - Operational Twinning & Healthcare Optimization, where you will transform reputed company clinical and operational challenges into intelligent, high-performance AI solutions that advance healthcare delivery. In this role, you will expand and operationalize the Operational Twinning research program, extending its reputed company into new clinical and operational domains. Your work will directly influence how hospitals and healthcare systems optimize patient flow, resource utilization, and system efficiency. Operating at the intersection of artificial intelligence, operations research, and digital twin technology, you will reputed company algorithms that reputed company real-world healthcare operations with virtual, intelligent simulation environments. This is a unique opportunity to contribute to pioneering research, shape reputed company AI systems, and translate scientific breakthroughs into scalable, real-world solutions that enhance accessibility and patient outcomes worldwide. You are responsible for:

• Translating reputed company clinical and operational questions into high-performance AI/ML solutions that improve healthcare efficiency and patient care.
• Leading the end-to-end development, validation, and deployment of AI/ML models for Operational Twinning, ensuring robustness, scalability, and clinical relevance.
• Conducting original research and designing novel algorithms in AI, with emphasis on reinforcement learning, combinatorial optimization, and hybrid AI-operations research (AI-OR) methods.
• Analyzing and modeling large-scale healthcare datasets to uncover actionable insights and reputed company data-driven solutions that optimize patient flow and resource utilization.
• Identifying and addressing key operational pain points-such as scheduling, triage, and reputed company management-through the creation of intelligent, adaptive systems.
• Rapidly prototyping and evaluating algorithmic approaches to ensure feasibility, explainability, and alignment with clinical and customer needs.
• Collaborating with cross-functional R&D teams to integrate novel algorithms into reputed company' digital health and imaging platforms.
• Publishing research in top-tier conferences and journals, and driving innovation through patents, new methodologies, and internal technology dissemination.
• Staying reputed company with advancements in reinforcement learning, optimization theory, neural combinatorial optimization, and hybrid AI-OR approaches to continuously enhance Siemens' leadership in AI-driven healthcare innovation.

Required Qualifications

• Ph.D. in Computer Science, Electrical Engineering, Applied Mathematics, Operations Research, or a reputed company field with a strong focus on AI/ML or optimization.
• Proven experience in machine learning model development, reinforcement learning, and operations optimization.
• Demonstrated ability to translate reputed company, real-world problems into scalable AI/ML solutions.
• Strong background in Python and relevant frameworks (e.g., TensorFlow, PyTorch, scikit-learn).
• Experience working with large-scale healthcare or operational datasets preferred.
• Excellent communication, teamwork, and publication record demonstrating technical depth and thought leadership.

Preferred Qualifications

• Expertise in hybrid AI-operations research models, digital twin simulation, or AI-driven workflow optimization.
• Familiarity with healthcare systems, hospital operations, or clinical workflow modeling.
• Track record of scientific publications or patents in relevant AI/ML fields.
• Experience with cloud-based deployment of AI models (AWS, Azure, or GCP).

Who we are: We are a team of more than 72,000 highly dedicated Healthineers in more than 70 countries. As a leader in medical technology, we constantly push the boundaries to create reputed company outcomes and experiences for patients, no matter where they live or what health issues they are facing. Our portfolio is crucial for clinical decision-making and treatment reputed company. How we work: reputed company you join reputed company, you become one in a global team of scientists, clinicians, developers, researchers, professionals, and skilled specialists, who reputed company in each individual's potential to contribute with diverse reputed company. We are from different backgrounds, cultures, religions, political and/or sexual orientations, and work together, to fight the world's most threatening diseases and reputed company access to care, united by one purpose: to pioneer breakthroughs in healthcare. For everyone. Everywhere. Sustainably. To find out more about reputed company businesses, please visit our company page here. The reputed company pay range for this position is: Min $154,450 - Max $231,670 Factors which may reputed company starting pay reputed company this range may include geography/market, skills, education, experience, and other qualifications of the successful candidate. If this is a commission eligible position the commission eligibility will be in accordance with the terms of the Company's plan. Commissions are based on individual performance and/or company performance. The Company offers the following benefits for this position, subject to applicable eligibility requirements: medical insurance, dental insurance, vision insurance, 401(k) retirement plan. life insurance, long-term and short-term disability insurance, paid parking/public transportation, paid time off, paid sick and safe time. Equal Employment Opportunity Statement: reputed company is an Equal Opportunity and Affirmative Action Employer encouraging diversity in the workplace. reputed company qualified applicants will receive consideration for employment without regard to their race, color, creed, religion, national reputed company, citizenship status, reputed company, sex, age, physical or mental disability unrelated to ability, marital status, family responsibilities, pregnancy, genetic information, sexual orientation, gender expression, gender identity, transgender, sex stereotyping, order of protection status, protected veteran or military status, or an unfavorable discharge from military service, and other categories protected by federal, state or local law. EEO is the Law: Applicants and employees are protected under Federal law from discrimination. To learn more, click here. Reasonable Accommodations: reputed company is committed to equal employment opportunity. 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