Applied Machine Learning Scientist
vor 1 Monat
Distran is a fast-growing, award-winning, Swiss high technology company producing an extraordinary product: a sensor that literally sees the sounds. Our unique product is used by major global players in Oil and Gas, Chemical, Power and even Space Exploration to detect gas leaks before they become dangerous to either humans or the environment. With strong growth in 35+ countries, our company continues to expand thanks to our amazing people passionate about innovation, climate change, and protecting the environment.
About the roleJoin Distran in shaping the future of ultrasonic imaging and leak detection with the world’s first ultrasound camera
As an Applied Machine Learning Scientist specializing in quantitative modeling, you will develop, train, tune, and deploy advanced machine learning models that enhance the performance of our cutting-edge technology. You will lead key innovations in leak quantification and classification, depth estimation, scene understanding, tracking, and multimodal sensing. Your contributions will directly improve the accuracy, efficiency, and capability of our systems, driving the evolution of our ultrasound cameras and the future of leak detection.
Key Responsibilities:
- End-to-End Model Development: Design, implement, and optimize machine learning models for quantitative tasks in ultrasound imaging and leak detection. Navigate efficiently through a variety of machine learning, statistical, and deep learning techniques to identify the most suitable models and architectures for each task.
- Experimentation and Performance Testing: Lead the design and execution of experiments to rigorously evaluate models. Apply cross-validation, hyperparameter tuning, and model selection to ensure optimal performance and accuracy.
- MLOps & Workflow Optimization: Apply best practices in MLOps, including data versioning, experiment tracking, and model registries, to ensure reproducible and efficient machine learning workflows.
- Collaborative Integration: Work closely with multidisciplinary teams, including software engineers and signal processing experts, to integrate machine learning models seamlessly into production systems.
- Technology Watch: Stay on top of the latest trends and advancements in machine learning, signal processing, and data science. Proactively identify innovative techniques that can advance our ultrasound cameras.
- Advanced degree (MSc or PhD) in Applied Mathematics, Data Science, Computer Science, Electrical Engineering, or a related field.
- Extensive experience in data science and machine learning, with proven expertise in regression, classification, and model training techniques (e.g., cross-validation, feature engineering, hyperparameter optimization).
- Strong general knowledge of machine learning, statistical methods, and deep learning architectures, with the ability to quickly assess and select the best approaches for a variety of quantitative modeling tasks.
- Expertise in machine learning frameworks such as Scikit-learn, TensorFlow, PyTorch, or JAX.
- Strong programming skills in Python and experience with scientific computing libraries (e.g., NumPy, Pandas, SciPy).
- Strong problem-solving skills with a creative, solutions-oriented mindset. Ability to collaborate effectively within multidisciplinary teams.
- Fluent English (spoken and written).
- Location is Zurich, Switzerland (onsite) or Greater Nice Area, France (remote).
Optional qualifications:
- Hands-on experience applying MLOps practices, including data versioning, experiment tracking, and model deployment.
- Familiarity with off-the-shelf deep learning models and their application in real-world scenarios.
- Experience in deploying ML models and familiarity with tools like ONNX to optimize model deployment on constrained compute architectures.
- Experience with data visualization tools for communicating insights and model performance.
- Understanding of hardware constraints and embedded systems relevant to machine learning applications.
Bringing groundbreaking innovative technology to a market best-seller is a rewarding social and professional experience. This job is for you if you like to give meaning to your work and have a strong impact on a product, on a company, and on your professional growth. Besides a competitive salary package, since the establishment of our offices, our employees in Zurich have been enjoying working in a multicultural and central location in the heart of a vibrant neighborhood of Zürich, as well as engaging weekly events sponsored by us.
We kindly request all applicants to submit their applications in English. As part of our evaluation process, we will only consider applications that are presented in English.
#J-18808-Ljbffr-
Applied Machine Learning Scientist
vor 1 Monat
Zürich, ZH, Schweiz Distran AG Vollzeit**Who we are**: Distran is a fast-growing, award-winning, Swiss high technology company producing an extraordinary product: a sensor that literally sees the sounds. Our unique product is used by major global players in Oil and Gas, Chemical, Power and even Space Exploration to detect gas leaks before they become dangerous to either humans or the environment....
-
Applied Machine Learning Scientist
vor 1 Monat
Zürich, Schweiz Distran VollzeitWho we areDistran is a fast-growing, award-winning, Swiss high technology company producing an extraordinary product: a sensor that literally sees the sounds. Our unique product is used by major global players in Oil and Gas, Chemical, Power and even Space Exploration to detect gas leaks before they become dangerous to either humans or the environment. With...
-
Applied Machine Learning Scientist Zurich
vor 1 Monat
Zürich, Schweiz Distran Corp. VollzeitWho we are Distran is a fast-growing, award-winning, Swiss high technology company producing an extraordinary product: a sensor that literally sees the sounds. Our unique product is used by major global players in Oil and Gas, Chemical, Power and even Space Exploration to detect gas leaks before they become dangerous to either humans or the environment. With...
-
Zürich, Schweiz Apple Inc. VollzeitAIML - Senior Applied Research Scientist, Health AIMachine Learning and AIThe Health AI team is at the forefront of machine learning and health science at Apple. We are a close-knit team of highly accomplished, deeply technical research scientists and machine learning engineers, focused on delivering innovative technologies that impact millions of users. We...
-
AIML - Senior Applied Research Scientist, Health AI
vor 3 Wochen
Zürich, Schweiz Apple Inc. VollzeitAIML - Senior Applied Research Scientist, Health AI The Health AI team is at the forefront of machine learning and health science at Apple. We are a close-knit team of highly accomplished, deeply technical research scientists and machine learning engineers, focused on delivering innovative technologies that impact millions of users. We are looking for a...
-
Zürich, Schweiz Bundesamt für Meteorologie und Klimatologie MeteoSchweiz VollzeitAs a Machine Learning Scientist/Engineer, you will develop and train data-driven weather models based on our large data archive. You will have the unique opportunity to implement innovative, data-driven approaches for weather forecasting for Switzerland. This is how you can contribute Develop and implement machine learning algorithms with a focus on...
-
Principal Applied Scientist
vor 1 Monat
Zürich, Schweiz Zalando VollzeitThe Discovery team assists customers in their fashion discovery journey and helps them find what they are looking for. We are developing the next generation of our discovery systems, utilizing state-of-the-art information retrieval (IR) methods, particularly transformer-based deep neural networks and large language models (LLMs).As a Principal Applied...
-
Zürich, Schweiz Google Inc. VollzeitSenior Research Scientist, Machine Learning and NeuroscienceApplyMinimum Qualifications:PhD degree in Computer Science, Neuroscience, Mathematics, Physics, a related field, or equivalent practical experience.2 years of experience leading a research agenda and working with other researchers.Experience coding in Python, Java, or C++.One or more scientific...
-
Zürich, Schweiz Google Inc. VollzeitSenior Research Scientist, Machine Learning and NeuroscienceApplyMinimum Qualifications:PhD degree in Computer Science, Neuroscience, Mathematics, Physics, a related field, or equivalent practical experience.2 years of experience leading a research agenda and working with other researchers.Experience coding in Python, Java, or C++.One or more scientific...
-
Zürich, Zürich, Schweiz Biomedical Data Science Lab (BMDS) VollzeitJob DescriptionAt Biomedical Data Science Lab (BMDS), we are seeking a highly skilled Machine Learning Scientist to join our team and contribute to the development of cutting-edge machine learning models for healthcare data analysis. As a key member of our team, you will be responsible for reviewing the latest machine learning literature on time series data...
-
Machine Learning
Vor 5 Tagen
Zürich, Schweiz Oliver James Associates Ltd. VollzeitJob Title: Machine Learning / Artificial EngineersJob Type: Full-time (80% - 100%)Location: Zurich (hybrid and flexible)We have partnered with one of the leading health technologies, and they are now looking for machine learning and AI engineers to solve real-world challenges and create transformative solutions.What You'll Do:Build and deploy scalable...
-
Machine Learning
Vor 6 Tagen
Zürich, Schweiz Oliver James Associates Ltd. VollzeitJob Title: Machine Learning / Artificial EngineersJob Type: Full-time (80% - 100%)Location: Zurich (hybrid and flexible)We have partnered with one of the leading health technologies, and they are now looking for machine learning and AI engineers to solve real-world challenges and create transformative solutions.What You'll Do:Build and deploy scalable...
-
Research Scientist Intern, Machine Learning
vor 3 Monaten
Zürich, ZH, Schweiz Meta Vollzeit**Research Scientist Intern, Machine Learning, Digital Humans (PhD) Responsibilities**: - Develop novel algorithms in areas of body capture, tracking, reconstruction, generative models for clothed humans. - Collaboration with and support of other researchers across various disciplines. - Communication of research agenda, progress and results. - If...
-
Machine Learning Ambassador
vor 1 Monat
Zürich, Zürich, Schweiz Lightly AG VollzeitAbout Lightly AGWe are a leading ETH Spin-off in the field of machine learning and computer vision. Our products are used by top companies in autonomous driving, medical imaging, and visual inspection to curate visual machine learning data.Job DescriptionWe are seeking a highly motivated Machine Learning Evangelist to join our team at Lightly AG. As a key...
-
Research Scientist Intern, Machine Perception for
vor 3 Monaten
Zürich, ZH, Schweiz Meta Vollzeit**Research Scientist Intern, Machine Perception for Input and Interaction (PhD) Responsibilities**: - Design and execution of algorithms in the domain of computer vision, machine learning, computer graphics, sensor fusion, or HCI software and hardware prototyping - Design of user studies and experiments - Collaboration with other researchers across various...
-
Head Of Machine Learning
vor 7 Monaten
Zürich, Schweiz Luminary Group VollzeitLuminary Group is excited to announce a unique opportunity for an exceptional Head of Machine Learning with expertise in Real-World Evidence (RWE) to join our esteemed team. Reporting directly to the executive leadership, you will play a pivotal role in driving the strategy, innovation, and implementation of machine learning models and algorithms to derive...
-
Head Of Machine Learning
vor 2 Monaten
Zürich, Schweiz Luminary Group VollzeitLuminary Group is excited to announce a unique opportunity for an exceptional Head of Machine Learning with expertise in Real-World Evidence (RWE) to join our esteemed team. Reporting directly to the executive leadership, you will play a pivotal role in driving the strategy, innovation, and implementation of machine learning models and algorithms to derive...
-
Machine Learning Engineer
vor 5 Monaten
Zürich, Schweiz Epam VollzeitDescription ABOUT THE ROLE We are seeking an AI-ML Tech Engineer in Zurich who has a minimum of 8+ years of strong background in machine learning, data science and software engineering. The role requires a mix of remote and on-site work in a hybrid model. As a Machine Learning Engineer you will develop and deploy machine learning models,...
-
Senior Data Scientist
vor 1 Monat
Zürich, Schweiz Zalando VollzeitLocation: Zurich Contract: Full time Job Category: Applied Science & Research The Inspiration & Entertainment team at PRSB (Personalization, Recommendation, Search, Browse) is taking the next step in evolving beyond the traditional transactional model. We’re shifting our focus toward fostering deeper engagement and delivering truly inspiring experiences....
-
AIML - Machine Learning Engineer
vor 5 Monaten
Zürich, Schweiz Apple Inc. VollzeitDo you want to be part of the Siri team that puts large language models into billions of devices? We are an applied ML team of around 30 engineers looking for a ML engineer to help develop the next generation Siri experiences. We work closely with various Apple teams in Cambridge UK and Cupertino CA.DescriptionAs a member of the team, you will be responsible...
