Master Thesis in Machine Learning
vor 9 Monaten
**Title: Building Trustworthy AI Models for Uncertainty Estimation in Medical Imaging**
In J&J Computer vision team, we focus on developing AI/ML solutions for clinical trials and drug discovery. The goal of this master's thesis project is to investigate and develop methods for uncertainty estimation in deep learning models applied to medical imaging. The focus will be on enhancing the trustworthiness of AI models by providing accurate uncertainty estimates, a crucial aspect for their deployment in medical settings.
**Tasks**:
- Conduct a literature review to understand existing uncertainty estimation approaches in medical imaging.
- Implement uncertainty estimation methods using PyTorch, integrating them into medical image analysis architectures.
- Design and conduct experiments to evaluate method performance on diverse medical imaging datasets.
- Integrate uncertainty estimation methods into existing AI models, assessing their impact on performance and interpretability on real-world datasets.
- Collaborate with stakeholders to gather feedback and validate real-world effectiveness.
**Qualifications**:
- Must be student at ETH Zurich, currently pursuing MSc.
- Proficiency in Python and PyTorch.
- Strong theoretical and practical understanding of computer vision and deep learning.
- Knowledge of biomedical imaging, high-content imaging, or multiplexed imaging is nice to have, but not necessary.
-
Master Thesis in Machine Learning
vor 9 Monaten
Zug, Schweiz Johnson & Johnson Vollzeit**Title: Large vision models for Drug Discovery in High content imaging** **Tasks**: - Literature review to understand existing methodologies. - Develop and pre-train LVMs using SSL and large Cell painting image dataset. - Develop, benchmark, and interpret models to address downstream tasks. - Collaborate with stakeholders to gather feedback and validate...
-
Trader with Machine Learning Experience
vor 1 Woche
Zug, Schweiz Tensor Technologies VollzeitJob description Tensor Technologies is looking for an enthusiastic and passionate Trader with 3+ years of commercial experience in leveraging large datasets and Machine Learning techniques for high-frequency-trading (HFT) strategy design. We are a young and successful proprietary high frequency trading firm in the heart of Switzerland. We build...
-
Applied Machine Learning Scientist
Vor 4 Tagen
Zug, Schweiz Thomson Reuters VollzeitWhat does Thomson Reuters Labs do? We experiment, we build, we deliver. We support the organization and our customers through applied research and the development of new products and technologies in close collaboration with the Product and Engineering teams. TR Labs innovates collaboratively across our core segments in Legal, Tax & Accounting, Government,...
-
Senior Research Engineer
vor 2 Monaten
Zug, Schweiz Refinitiv VollzeitSenior Research Engineer (Foundational Research, Machine Learning) Are you a curious and open-minded individual with an interest in state-of-the-art machine learning engineering and research? Thomson Reuters Labs is seeking a Research Engineer with a passion for solving challenging machine learning problems in a data-rich, complex academic environment. About...
-
Senior Research Engineer
vor 2 Monaten
Zug, Schweiz Thomson Reuters VollzeitAre you a curious and open-minded individual with an interest in state-of-the-art machine learning engineering and research? Thomson Reuters Labs is seeking a Research Engineer with a passion for solving challenging machine learning problems in a data-rich, complex academic environment. About Thomson Reuters Labs We experiment, we build, we deliver. We...
-
Senior Research Scientist
vor 2 Monaten
Zug, Schweiz Refinitiv VollzeitSenior Research Scientist (Foundational Research, Machine Learning) Are you a curious and open-minded individual with an interest in state-of-the-art foundational machine learning research? Thomson Reuters Labs is seeking a Senior Research Scientist with a passion for solving challenging machine learning problems in a data-rich, complex academic environment....
-
Diploma Thesis Siemens Schweiz
Vor 7 Tagen
Zug, Schweiz Siemens Vollzeit**We make real what matters** Siemens makes buildings and cities smarter and supplies people with environmentally-friendly energy. We work hand in hand with artificial intelligence and move people from A to B safely. New challenges present themselves every day - and hereby the chance to face them. Join our global team of about 385 000 Siemens colleagues and...
-
Senior Research Scientist
vor 2 Monaten
Zug, Schweiz Thomson Reuters VollzeitAre you a curious and open-minded individual with an interest in state-of-the-art foundational machine learning research? Thomson Reuters Labs is seeking a Senior Research Scientist with a passion for solving challenging machine learning problems in a data-rich, complex academic environment. About Thomson Reuters Labs We experiment, we build, we deliver. We...
-
Cs Automations Internship
Vor 5 Tagen
Zug, Schweiz Johnson & Johnson VollzeitJob Title: Customer Service Automations Specialist Location: Zug Start: 01.02.2025 Johnson & Johnson is currently seeking a Customer Service Automations Specialist to join our CS Centre EMEA Team located in Zug. At Johnson & Johnson, we believe health is everything. Our strength in healthcare innovation empowers us to build a world where complex diseases...
-
Manager, Research Science
vor 2 Monaten
Zug, Schweiz Thomson Reuters VollzeitAre you a curious and open-minded individual with an interest in leading teams conducting state-of-the-art foundational machine learning research? Thomson Reuters Labs is seeking Research Scientist Managers with a passion for leading teams and solving challenging machine learning problems in a data-rich, complex academic environment driven by real-world...
-
Zug, Zug, Schweiz Entrydell SA Vollzeit**About Us**Entrydell SA is a leading European provider of medical equipment and healthcare solutions. We are committed to leveraging the latest technologies to drive business innovation and operational efficiency.**Job Description**We are seeking an experienced Artificial Intelligence Specialist to join our team in optimizing our healthcare supply chain...
-
Quant Pm at Quant Multi-strategy Fund
vor 7 Monaten
Zug, Schweiz Schlossberg&Co Wealth (Switzerland) AG VollzeitSchlossberg Technologies is a quantitative investment management company trading in global financial markets, dedicated to producing exceptional returns for its investors by combining the most sophisticated scientific methods of quantitative finance, machine learning and behavioural finance. Tasks - Bring along and implement quant model(s) in our quant...
-
AI Specialist in healthcare supply domain
Vor 3 Tagen
Zug, Schweiz Entrydell SA VollzeitJob SummaryWe are seeking a Junior AI Specialist to join our team at a leading European provider of medical equipment and healthcare solutions. In this role, you will collaborate across departments to integrate AI technologies like large language models (LLMs), natural language processing (NLP), and machine learning to enhance business operations, optimize...
-
AI Specialist in healthcare supply domain
Vor 3 Tagen
Zug, Schweiz Entrydell SA VollzeitJob SummaryWe are seeking a Junior AI Specialist to join our team at a leading European provider of medical equipment and healthcare solutions. In this role, you will collaborate across departments to integrate AI technologies like large language models (LLMs), natural language processing (NLP), and machine learning to enhance business operations, optimize...
-
AI Specialist in healthcare supply domain
Vor 6 Tagen
Zug, Schweiz Entrydell SA VollzeitJob SummaryWe are seeking a Junior AI Specialist to join our team at a leading European provider of medical equipmentand healthcare solutions. In this role, you will collaborate across departments to integrate AI technologies likelarge language models (LLMs), natural language processing (NLP), and machine learning to enhance businessoperations, optimize...
-
AI Specialist in healthcare supply domain
Vor 6 Tagen
Zug, Schweiz Entrydell SA VollzeitJob SummaryWe are seeking a Junior AI Specialist to join our team at a leading European provider of medical equipmentand healthcare solutions. In this role, you will collaborate across departments to integrate AI technologies likelarge language models (LLMs), natural language processing (NLP), and machine learning to enhance businessoperations, optimize...
-
Research Engineering Intern
vor 3 Wochen
Zug, Schweiz Thomson Reuters VollzeitAre you a curious and open-minded student with an interest in engineering and technologies like cloud computing or machine learning? Thomson Reuters Labs in Zug is seeking a Research Engineering Intern with a passion for problem-solving using state-of-the-art Machine Learning and Data Engineering techniques. What does Thomson Reuters Labs do? We...
-
Applied Scientist Intern
vor 2 Monaten
Zug, Schweiz Thomson Reuters VollzeitAre you a curious and open-minded individual with an interest in programming and machine learning? Thomson Reuters Labs in Zug is seeking an ML/NLP scientist intern with a passion for problem-solving using state-of-the-art Machine Learning and Natural Language Processing techniques. What does Thomson Reuters Labs do? We experiment, we build, we deliver. We...
-
Applied Research Intern
vor 7 Monaten
Zug, Schweiz Thomson Reuters VollzeitAre you a curious and open-minded individual with an interest in programming and machine learning? Thomson Reuters Labs in Zug is seeking a ML/NLP scientist intern with a passion for problem-solving using state-of-the-art Machine Learning and Natural Language Processing techniques. What does Thomson Reuters Labs do? We experiment, we build, we deliver. We...
-
Applied Research Intern
vor 7 Monaten
Zug, Schweiz Thomson Reuters VollzeitAre you a curious and open-minded individual with an interest in programming and machine learning? Thomson Reuters Labs in Zug is seeking a ML/NLP scientist intern with a passion for problem-solving using state-of-the-art Machine Learning and Natural Language Processing techniques. **What does Thomson Reuters Labs do?** We experiment, we build, we deliver....