Why Medāna?

At Medāna, we're on a mission to revolutionize health through intelligent, precise, human-centered innovations. We are moving beyond binary disease classifications into risk-based medicine, where prevention, prediction, and dynamic patient trajectories replace outdated thresholds. We are not just building ML models; we are rewriting the future of medicine with LLM-driven knowledge systems that make clinical decision-making risk-based and conversational.

Your Impact

• Be a hands-on builder: design, train, and deploy predictive models that capture temporal patient trajectories rather than static snapshots.
• Advance time-series modeling and deep learning to unlock insights from longitudinal healthcare data.
• Collaborate with clinicians, data scientists, engineers, and product designers to bring risk-based medicine to life.
• Translate complex, messy real-world data into clinically meaningful signals.
• Work with agility and rigor, iterating quickly while maintaining the highest standards of technical and scientific excellence.

What We’re Looking For

• Minimum 5 years of industry experience in machine learning and applied AI, including taking models from prototype to production.
• Advanced degree required: MSc in Computer Science, Data Science, Applied Mathematics, or related field (PhD strongly preferred).
• Strong focus on temporal data, with hands-on experience in time-series modeling, RNNs, Transformers, survival analysis, or related methods.
• Applied healthcare experience, ideally with electronic health records (EHR), claims, or patient trajectory data.
• Interest in applying large language models to structured and unstructured clinical data.
• A track record of delivering production models and navigating real-world complexity to achieve impact.
• Startup mindset: resourceful, resilient, and comfortable in fast-paced, ambiguous environments.
• Purpose-driven, with a passion for making healthcare more precise, predictive, and humane through ML and AI.

What We Offer

• A central role in Medāna’s R&D, directly shaping the future of risk-based medicine.
• A culture where the “why” matters as much as the “what” and the “how.”
• The chance to pioneer deep temporal modeling and LLM-driven health intelligence at scale.
• A collaborative, mission-driven team built on trust, focus, and curiosity.
• The opportunity to create meaningful clinical impact and improve lives.