Senior Data Scientist

Join our Machine Learning team as a Senior Data Scientist. In this role, you will work on a variety of data-driven projects, from exploratory data analysis to building and deploying machine learning models for security and networking use cases. You will collaborate with cross-functional teams, conduct data analysis and visualization, prepare and engineer data, build and evaluate machine learning models, deploy models into production, and apply problem-solving skills to tackle complex data challenges.

• Contribuer à une large gamme de projets axés sur les données, de l'analyse exploratoire des données à la construction et au déploiement de modèles d'apprentissage automatique.
• Collaborer avec des équipes interfonctionnelles pour découvrir des insights, résoudre des problèmes complexes et prendre des décisions éclairées par les données.
• Construire, former et évaluer des modèles d'apprentissage automatique personnalisés pour des cas d'utilisation liés à la sécurité, tels que la détection de menaces/vulnérabilités.

• 4-5 years of experience in data science or a related field
• Experience with data version control and MLOps frameworks such as MLFlow/ClearML
• Master’s degree in computer science/engineering
• Strong proficiency in Python programming language
• Experience with Go/Rust programming language
• Preferred Qualifications:
• Familiarity with cloud-native DevOps such Docker, K8s, Helm, Terraform
• Experience with data analysis and visualization tools (e.g., Pandas/Polars, NumPy, Matplotlib, Seaborn)
• Knowledge of machine learning algorithms and techniques
• Strong problem-solving and analytical skills
• Knowledge of cloud platforms (e.g., AWS, GCP, Azure)
• Excellent communication and collaboration skills
• Familiarity with deep learning frameworks (e.g., TensorFlow, PyTorch)
• Distributed training frameworks such as RAPIDS, Dask, Ray is preferable
• Experience working with threat modeling and detection, anomaly detection or related fields is a bonus
• Experience with natural language processing (NLP) and large language models (LLMs) is a plus