Machine Learning Researcher
vor 4 Wochen
Dunia 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 Responsibilities- Design, implement, evaluate, and optimize machine learning models for atomic graphs, leveraging tools like TensorFlow, PyTorch, and scikit-learn.
- Integrate machine learning models into our autonomous laboratory platform, ensuring seamless operation with tools like Kubernetes and Docker.
- Utilize monitoring tools such as TensorBoard to ensure the reliability and performance of deployed models.
- Maintain rigorous standards for reproducibility and traceability using Git, DVC (Data Version Control), and comprehensive documentation practices.
- 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
At Dunia Innovations, we value diversity and inclusion, and we are committed to creating a workplace where everyone feels valued and empowered. If you are a passionate Machine Learning Scientist looking to make a real impact, we encourage you to apply. Together, we can secure a sustainable future and make a positive impact on the world.
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