PhD position in Developing Language-Model Methods for Pediatric Critical Care - Department of Intensive Care and Neonatology, University Children's Hospital — Universitäts-Kinderspital Zürich
- Lieu
- Zürich
- Contrat
- full-time
- Publié
- il y a 3 jours
Vue d’ensemble du poste
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
Responsabilités principales
- 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.
Exigences principales
- 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
Contacts
- 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.
Notes et contenu original
- Your profile
Questions sur cette offre
Quel salaire propose Universitäts-Kinderspital Zürich pour ce poste ?
Universitäts-Kinderspital Zürich indique CHF 79 000 - 134 500 bruts par an pour ce poste à Zürich. Il s'agit du salaire publié dans l'annonce d'origine (ou, si l'employeur ne précise pas de montant, d'une estimation réaliste pour le rôle et le secteur) — le calculateur de ce site le convertit en net réel une fois l'impôt frontalier et les cotisations sociales appliqués.
Est-ce un poste à temps plein, et quel type de contrat propose Universitäts-Kinderspital Zürich ?
Cette offre est un poste en temps plein. Le type de contrat affiché ici provient directement de l'annonce originale de l'employeur ; confirmez toujours les horaires exacts, le préavis et la durée d'essai avec Universitäts-Kinderspital Zürich pendant le processus de candidature, ces détails pouvant varier même au sein de la même catégorie de contrat.
Ai-je besoin d'un permis de frontalier pour un poste dans le canton de Zurich ?
Les résidents UE/AELE domiciliés dans la zone frontalière du pays voisin du canton de Zurich peuvent demander un permis G ; l'employeur suisse le dépose auprès de l'office cantonal des migrations après signature du contrat. Les règles de zone frontalière et les délais varient selon le pays voisin et le canton — confirmez les détails auprès de l'office des migrations du canton de Zurich ou avec les RH pendant la candidature.
Comment postuler à ce poste chez Universitäts-Kinderspital Zürich ?
Utilisez le bouton « Postuler maintenant » sur cette page — il renvoie directement à l'annonce originale de Universitäts-Kinderspital Zürich sur stellen.kispi-jobs.ch, votre candidature arrive donc directement dans le système de suivi des candidatures de l'employeur. Frontaliere Ticino ne collecte ni ne transmet lui-même les candidatures.
