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Machine Learning Researcher
hace 2 meses
At Atos SE, a global leader in digital transformation, we are seeking a highly skilled Machine Learning Researcher to join our team. As a key member of our organization, you will play a crucial role in developing and implementing cutting-edge Machine Learning and Deep Learning models for various use cases.
Key Responsibilities:
- Design and develop Machine Learning and Deep Learning models for diverse applications.
- Investigate the application of Federated Learning techniques to train Machine Learning models while preserving data privacy.
- Optimize model training and inference using hardware accelerators.
- Integrate and tailor the resulting systems in various real-world use cases.
- Evaluate the effectiveness of these systems and improve them over time.
- Adopt MLOps best practices and trustworthy AI standards to ensure compliance with emerging regulations and good practices.
- Participate in European research projects.
Requirements:
- Hold a BS, Master, or PhD degree in Computer Engineering, Telecommunications Engineering, Electrical Engineering, or related disciplines.
Essential Skills and Experience:
- 3+ years of experience in supervised and unsupervised machine learning.
- Experience with data analytics and Machine Learning frameworks like TensorFlow, PyTorch, scikit-learn, Caffe2, or CNTK.
- Proficiency in scripting and programming languages such as Python or C/C++.
- Ability to prepare software applications for deployment using Docker and Kubernetes.
- Experience with software configuration management tools like Git or GitLab.
- Knowledge of Continuous Integration/Delivery/Deployment.
- Advanced experience working with Linux.
Desirable Skills:
- Experience with MLOps tools like Kubeflow or MLFlow.
- Experience with Federated Learning frameworks like Flower.
Competencies:
- Fluency in English.
- Good writing and presentation skills.
- Strong personal soft skills, including communicative, enthusiastic, highly collaborative, proactive, and self-driven.
- Ability and enthusiasm to learn new technologies quickly.
