Programmeur senior ML _ Groupe Technologique Création de Contenu

6 Months ago • 5-8 Years • Research Development

Job Summary

Job Description

The Content Creation Technology Group (CCTG) seeks a Senior AI/ML Programmer to develop applications in generative AI and ML bots. The role involves establishing technical designs, collaborating with data scientists and other teams (3D, physics, etc.), developing and maintaining ML inference engines and libraries, optimizing hardware usage (NPUs, GPUs, CPUs), creating data tracking systems, and developing model evaluation systems. Responsibilities also include proof-of-concept creation, suggesting improvements to existing systems, staying updated on advancements, and documenting/presenting findings. Strong C++ and ML fundamentals are essential.
Must have:
  • 5+ years AI/ML experience
  • Strong C++ knowledge
  • Deep learning fundamentals
  • ML inference engine development
  • Hardware optimization expertise
Good to have:
  • Python proficiency
  • Game engine experience
  • Database knowledge
  • Cloud platform experience

Job Details

Description du poste

Le Groupe de technologie de création de contenu (CCTG) recherche un programmeur principal en IA/ML qui contribuera au développement d’applications dans les domaines de l’IA générative et des bots ML. Le rôle de programmeur principal en IA/ML apportera les meilleures pratiques et principes de conception pour aider l’équipe à réaliser notre feuille de route ambitieuse.

Responsabilités principales :

  • Fournir et soutenir des systèmes ML basés sur les exigences et objectifs commerciaux.
  • Établir des conceptions techniques pour répondre aux besoins du système lorsque nécessaire.
  • Collaborer avec l’équipe de science des données, les programmeurs spécialisés (IA, 3D, physique, son, animation, etc.), l’équipe de recherche et d’autres parties prenantes comme les productions.
  • Développer, intégrer et maintenir des moteurs d’inférence, des bibliothèques et des frameworks ML.
  • Exploiter le meilleur matériel (NPU, GPU, CPU) pour accélérer les calculs liés au ML.
  • Développer des systèmes permettant aux programmeurs de gameplay et aux scientifique de données de suivre facilement les données pertinentes pour entraîner les modèles.
  • Développer des systèmes pour évaluer, optimiser et mesurer les performances des modèles.
  • Programmer de manière claire et structurée en respectant les exigences de performance, de maintenance, de modularité, de scalabilité et de compatibilité.
  • Écrire des tests unitaires et des tests d’intégration.

Autres responsabilités :

  • Créer des preuves de concept, ce qui peut nécessiter la formation de modèles, l’affinage, l’expérimentation avec différentes techniques et modèles.
  • Suggérer des améliorations lorsque nécessaire en concevant et en mettant en œuvre de nouveaux systèmes ou en améliorant les systèmes existants.
  • Mener des recherches pour rester à jour avec les dernières avancées.
  • Documentation, présentations et partage de connaissances pour communiquer des concepts d’IA complexes à des collaborateurs techniques et non techniques.

Qualifications

Éducation :

  • Diplôme de baccalauréat en informatique ou en génie informatique ou équivalent. Un master en apprentissage automatique est un atout.

Expérience pertinente :

  • Minimum 5 ans d’expérience en IA/ML.

Compétences principales :

  • Bonne connaissance des fondamentaux de l’apprentissage automatique et profond.
  • Connaissance approfondie de C++.
  • Solides compétences en architecture.
  • Bonne connaissance du matériel, pour tirer parti du multithreading et optimiser la gestion de la mémoire.

Autres compétences :

  • Maîtrise de Python est un atout.
  • Expérience de travail avec des moteurs de jeu est un atout.
  • Bonne connaissance des produits de base de données est un atout.
  • Bonne connaissance des plateformes basées sur le cloud est un atout.

Informations supplémentaires

Quoi nous envoyer

  • Votre CV mettant en valeur votre formation, votre expérience, vos compétences et les jeux livrés

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