PhD position in Developing Language-Model Methods for Pediatric Critical Care - Department of Intensive Care and Neonatology, University Children's Hospital — Universitäts-Kinderspital Zürich
- Ort
- Zürich
- Vertrag
- full-time
- Veröffentlicht
- vor 2 Tagen
Rollenüberblick
Your responsibilities
- Develop trustworthy and efficient language-model methods for pediatric critical care.
- Perform rigorous evaluation protocols covering accuracy, calibration, faithfulness, fairness, efficiency, and clinical utility.
- Work closely with clinicians, data scientists, and research partners to translate clinical needs into technically sound studies.
- Publish in leading machine-learning, NLP, and medical-informatics venues and contribute reproducible research codes.
Your profile
- A Master's degree in computer science, data science, biomedical engineering, computational linguistics, statistics, or closely related field
- Strong foundation in machine learning and hands-on experience with deep learning; experience with transformers, LLMs, or retrieval systems is highly desirable
- Proficiency in Python and a modern deep-learning frameworks such as PyTorch
- Experience with cluster environments (e.g., SLURM)
- An interest in methodological research as well as careful, clinically grounded validation
- Ability to communicate clearly and collaborate across technical and clinical disciplines
- Strong communication skills in English, Knowledge of German is an advantage Daphné Chopard Senior Scientist +41 44 249 57 82 Kinderspital Zürich as an employer Kinderspital Zürich is the largest university children's hospital in Switzerland with about 2,500 employees, and is one of the leading centres for paediatric and youth medicine in Europe.
Although the hospital may be big, it's the little ones that count: up to 100,000 patients are cared for each year across 47 faculties, where we do everything in our power to ensure their well being.
'Kispi' not only offers cutting-edge devices and the highest quality of care, but also a good sense of interpersonal issues.
Alongside its comprehensive range of paediatric medicine and surgery facilities, the children's hospital also offers a unique rehabilitation centre and a research centre.
- Your responsibilities
- Develop trustworthy and efficient language-model methods for pediatric critical care.
- A Master's degree in computer science, data science, biomedical engineering, computational linguistics, statistics, or closely related field
- Strong foundation in machine learning and hands-on experience with deep learning; experience with transformers, LLMs, or retrieval systems is highly desirable
Hauptaufgaben
- Your responsibilities
- Develop trustworthy and efficient language-model methods for pediatric critical care.
- Perform rigorous evaluation protocols covering accuracy, calibration, faithfulness, fairness, efficiency, and clinical utility.
- Work closely with clinicians, data scientists, and research partners to translate clinical needs into technically sound studies.
- Publish in leading machine-learning, NLP, and medical-informatics venues and contribute reproducible research codes.
Wichtige Anforderungen
- A Master's degree in computer science, data science, biomedical engineering, computational linguistics, statistics, or closely related field
- Strong foundation in machine learning and hands-on experience with deep learning; experience with transformers, LLMs, or retrieval systems is highly desirable
- Proficiency in Python and a modern deep-learning frameworks such as PyTorch
- Experience with cluster environments (e.g., SLURM)
- An interest in methodological research as well as careful, clinically grounded validation
- Ability to communicate clearly and collaborate across technical and clinical disciplines
Kontakte
- Strong communication skills in English, Knowledge of German is an advantage Daphné Chopard Senior Scientist +41 44 249 57 82 Kinderspital Zürich as an employer Kinderspital Zürich is the largest university children's hospital in Switzerland with about 2,500 employees, and is one of the leading centres for paediatric and youth medicine in Europe.
- Although the hospital may be big, it's the little ones that count: up to 100,000 patients are cared for each year across 47 faculties, where we do everything in our power to ensure their well being. 'Kispi' not only offers cutting-edge devices and the highest quality of care, but also a good sense of interpersonal issues.
- Alongside its comprehensive range of paediatric medicine and surgery facilities, the children's hospital also offers a unique rehabilitation centre and a research centre.
Notizen und Originalinhalt
- Your profile
Fragen zu dieser Stellenanzeige
Welches Gehalt bietet Universitäts-Kinderspital Zürich für diese Stelle?
Universitäts-Kinderspital Zürich gibt CHF 79'000 - 134'500 brutto pro Jahr für diese Position in Zürich an. Dies ist das im Original-Inserat veröffentlichte Gehalt (oder, falls der Arbeitgeber keinen Betrag nennt, eine realistische Schätzung für Rolle und Branche) — der Rechner auf dieser Seite berechnet daraus Ihr tatsächliches Netto nach Grenzgänger-Steuer und Sozialabgaben.
Ist das eine Vollzeitstelle, und welchen Vertragstyp bietet Universitäts-Kinderspital Zürich?
Diese Stelle ist eine Vollzeit-Position. Der hier angezeigte Vertragstyp stammt direkt aus dem Original-Inserat des Arbeitgebers; klären Sie genaue Arbeitszeiten, Kündigungsfrist und Probezeit während des Bewerbungsprozesses mit Universitäts-Kinderspital Zürich, da diese Details auch innerhalb derselben Vertragskategorie variieren können.
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