Data Scientist - Computer Vision Applications (m/w/d)

TN France; Bordeaux; Hybride; EUR 45 000 - 70 000; Plein temps

Résumé du poste

Une start-up de défense spécialisée dans les solutions de vision par machine recherche un Data Scientist pour superviser et améliorer la gestion des données. Le candidat idéal aura un diplôme avancé et une solide expérience en sourcing et génération de données synthétiques pour des applications de vision par ordinateur. Ce rôle implique une collaboration étroite avec des équipes multidisciplinaires pour intégrer des technologies innovantes dans les produits. Rejoignez-nous pour façonner l'avenir des défenses alimentées par l'IA!

Qualifications

• Diplôme avancé (MSc ou PhD) en Data Science ou Informatique.
• Expérience en gestion de données pour applications de vision par ordinateur.
• Compétences en programmation (Python, R, Java) et frameworks AI.
• Solide expérience en traitement d'images et techniques de vision par ordinateur.

Responsabilités

• Superviser et améliorer l'organisation des ensembles de données.
• Identifier des stratégies efficaces pour le sourcing de données.
• Développer des méthodes de génération de données synthétiques.
• Analyser les données pour garantir leur qualité et pertinence.
• Collaborer avec des équipes pour intégrer les technologies de vision.
• Rester à jour sur les tendances en AI et vision par ordinateur.

Connaissances

Gestion de grandes bases de données

Sourcing de données

Génération de données synthétiques

Analyse de données

Collaboration interdisciplinaire

Innovation en technologies AI

Compétences en communication

Formation

Diplôme avancé en Data Science ou Informatique

Outils

Python

R

Java

TensorFlow

PyTorch

Description du poste

The job description contains valuable information but suffers from significant redundancy and formatting issues. It repeats sections such as 'Your mission' and 'Your profile' twice, which can be confusing and detracts from clarity. The use of HTML tags is generally appropriate, but the structure could be improved to enhance readability and engagement. The content is comprehensive and relevant, detailing responsibilities, qualifications, and company information effectively. Minor revisions should focus on removing duplicate sections, improving the flow, and ensuring the formatting aids user comprehension. Here is a refined version:

Job Description

Your mission

• Oversee and enhance the organization, storage, and accessibility of our vision datasets.
• Data Sourcing: Identify and implement effective strategies for sourcing high-quality data needed for computer vision training and analysis.
• Synthetic Data Generation: Develop and utilize methods for synthetic data generation to augment our datasets and improve model performance.
• Data Analysis: Conduct comprehensive data analysis to ensure data quality and relevance to our project needs.
• Collaboration: Work closely with other data scientists, engineers, and product teams to integrate vision technologies into our products and solutions.
• Innovation: Stay updated with the latest trends and technologies in AI and computer vision, suggesting and implementing improvements to our processes and technologies.

Your profile

• Advanced degree (MSc or PhD preferred) in Data Science, Computer Science, or a related field with a focus on Artificial Intelligence or Computer Vision.
• Proven experience in managing large datasets, data sourcing, and synthetic data generation for computer vision applications.
• Proficient in programming languages such as Python, R, or Java.
• Experience with AI and machine learning frameworks (e.g., TensorFlow, PyTorch).
• Strong background in image processing and computer vision techniques.
• Ability to analyze complex data sets to draw conclusions and make data-driven recommendations for practical applications.
• Excellent verbal and written communication skills, with the ability to collaborate effectively across multidisciplinary teams.

Additional Qualifications and Company Info

We value creativity, systematic design thinking, a servant leadership mindset, high moral standards, and attention to detail. Fluency in English and nationality of a NATO member or close ally are required. Successful candidates must obtain security clearance.

Why us?

Join us to shape the future of AI-driven defense! Apply via our online form. We are committed to staying ahead by building scalable, cost-effective defenses against emerging security threats, including drone swarms and other UXVs.

About us

We are a defence-tech start-up specializing in machine vision solutions, based in Munich, Berlin, and Toulouse, with plans to expand. We embrace a hybrid work culture that values collaboration and autonomy.