data scientist
Responsabilités
- carry out any other task in line with the main purpose of the job
- design, develop, train, validate and deploy new machine learning models
- in case of reserve list: Suitable candidates, however not selected to fill the post, will be placed on a reserve list for similar functions. The period of validity of reserve list is 1 year from the closing date of applications
Voir plus +2 - reserve list: Applicable
- follow the state-of-the-art in data science-related models, algorithms and tools, and share the latest knowledge/trends within the AI community in the Agency
Exigences
- completed university studies of at least 4 years in a relevant domain
- A minimum of 1-year relevant professional experience in applying machine-learning techniques to perform the main responsibilities
- further relevant years of professional experience and technical competencies will be taken into account to assign additional responsibilities as described
Voir plus +11 - experience acquired in the aviation domain would be considered an asset
- experience with common data science toolkits, such as Python, R, Scala, Weka, etc
- proficiency in at least one of these is highly desirable
- experience with data visualisation tools, such as D3, GGplot, Dash, Shiny, Grafana, Tableau etc
- experience with Cloud environment
- knowledge of optimisation algorithms and solvers
- mathematics and especially statistics skills, such as distributions, statistical testing, regression, etc
- the following would be desirable: Experience with common libraries used in data science, such as Tensorflow, Pytorch, Scikit-Learn, MLflow, XGBoost, etc
- understanding of a variety of machine learning techniques in supervised, unsupervised and reinforcement learning and their real-world advantages/drawbacks
- security clearance: None required
- analytical thinking: Applies methodical approach to complex information
mauvais classement - l'entreprise a reçu de mauvaises notes
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