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Data Scientist Expert

1 tydzień temu

Wrocław, Województwo dolnośląskie, Polska Grid Dynamics Pełny etat

We are seeking an innovative Data Scientist Expert with expertise in Image AI to join our cutting-edge team. In this role, the engineer will develop and implement a pipeline of advanced computer vision models, with a focus on Vision Transformers (ViT) and other state-of-the-art architectures.

  • Key Responsibilities:
  • Design and implement Vision Transformer (ViT) models and other advanced deep learning architectures for image classification, object detection, and segmentation tasks
  • Develop and optimize data pipelines for large-scale image datasets, ensuring efficient data processing and storage
  • Create and maintain ETL processes to integrate diverse image data sources into our AI systems
  • Implement data quality checks and validation procedures to ensure the integrity of image datasets
  • Collaborate with cross-functional teams to deploy AI models in production environments
  • Conduct exploratory data analysis on image datasets to uncover insights and improve model performance
  • Stay current with the latest advancements in computer vision research, particularly in transformer-based architectures
Requirements
  • A Master's or Ph.D. in Computer Science, Data Science, or a related field
  • 3+ years of experience in developing and deploying machine learning models for computer vision applications
  • Strong proficiency in Python and deep learning frameworks such as PyTorch or TensorFlow
  • Expertise in implementing and fine-tuning Vision Transformers (ViT) and other attention-based models for image processing tasks
  • Experience with data engineering tools and practices, including designing data pipelines and ETL processes
  • Familiarity with distributed computing frameworks like Apache Spark for large-scale data processing
  • Proficiency in SQL and experience with both relational and NoSQL databases
  • Knowledge of cloud platforms (e.g., AWS, Google Cloud) for model training and deployment
  • Excellent problem-solving skills and ability to optimize model performance
Nice to Have
  • Experience with self-supervised learning techniques for computer vision
  • Familiarity with MLOps practices and tools for model versioning and deployment
  • Knowledge of data annotation tools and processes for image datasets
  • Experience with real-time image processing and edge AI deployment
About Us

Grid Dynamics is a leading provider of technology consulting, platform and product engineering, AI, and advanced analytics services. Fusing technical vision with business acumen, we solve the most pressing technical challenges and enable positive business outcomes for enterprise companies undergoing business transformation.