Machine Learning Researcher
Vor 4 Tagen
Dunia Innovations is a pioneering company at the forefront of sustainable innovation, utilizing AI and robotic automation to accelerate the discovery of new materials. Our mission is to reduce CO2 emissions by over 2.1 billion tons per year.
Job SummaryWe are seeking a highly skilled Machine Learning Scientist to contribute to our groundbreaking advancements in clean energy. As a key member of our team, you will design, implement, and optimize state-of-the-art machine learning models for atomic graphs.
Key Responsibilities- Algorithm Development: Design, implement, evaluate, and optimize machine learning models for atomic graphs, leveraging tools like TensorFlow, PyTorch, and scikit-learn.
- Model Integration & Management: Integrate machine learning models into our autonomous laboratory platform, ensuring seamless operation with tools like Kubernetes and Docker.
- Monitoring & Debugging: Utilize monitoring tools such as TensorBoard to ensure the reliability and performance of deployed models.
- Reproducibility & Traceability: Maintain rigorous standards for reproducibility and traceability using Git, DVC (Data Version Control), and comprehensive documentation practices.
- Research & Innovation: Conduct pioneering research to advance the application of AI in materials science, contributing to initiatives like AI4Science and AI4Climate.
- PhD or MS in Computer Science, Machine Learning, or a related field, with a focus on deep learning.
- 3+ years of experience in machine learning and software engineering roles, with hands-on experience in training deep learning algorithms (e.g., GNNs, Transformers) using cloud platforms such as AWS, GCP, or Azure.
- Proficiency in programming languages such as Python, and familiarity with libraries like TensorFlow, PyTorch, and scikit-learn.
- Experience with version control systems (e.g., Git) and good software development practices
- Strong communication skills in English and a proven ability to collaborate effectively with interdisciplinary teams.
- Ability to thrive in a fast-paced, dynamic startup environment.
- 30 days of paid holiday
- Significant stock options
- Customizable perks to suit your needs
- Mentorship programs to support your career growth
- A collaborative environment with regular team events
- Flexible working hours and a hybrid work model
- Support for VISA applications for non-EU citizens
Choose a career with purpose. At Dunia Innovations, your work will directly contribute to clean energy innovation and sustainability. We are committed to creating a diverse and inclusive workplace where everyone feels valued and empowered. Even if you don't meet every requirement, we encourage you to apply. We value diverse experiences and are looking for passionate individuals ready to make a difference.
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Machine Learning Researcher
Vor 4 Tagen
Berlin, Berlin, Deutschland Dunia Innovations VollzeitAbout Dunia InnovationsDunia Innovations is a pioneering company at the forefront of sustainable innovation, leveraging AI and robotic automation to accelerate the discovery of new materials. Our mission is to secure a sustainable future by developing and optimizing state-of-the-art machine learning models for atomic graphs.Key ResponsibilitiesAlgorithm...
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Berlin, Berlin, Deutschland Dunia Innovations VollzeitAbout Dunia InnovationsDunia Innovations is a pioneering company at the forefront of sustainable innovation, leveraging AI and robotic automation to accelerate the discovery of new materials. Our mission is to secure a sustainable future by developing and optimizing state-of-the-art machine learning models for atomic graphs.Key ResponsibilitiesAlgorithm...
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