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Capgemini

Global consulting, technology services, outsourcing

Senior Data Scientist Engineer

Applied Machine Learning +1Updated on Nov 14
Full-timeAtlanta, GA, USA

About the Job

Requirements

  • At least 9 years of hands-on experience in AI development, data analysis, and machine learning techniques, including experience putting machine learning models into production.
  • Experience using MLflow or similar tools for lifecycle management of machine learning models.
  • Experience implementing large language models using vector databases and Retrieval-Augmented Generation, tuning models, and using GPT, Llama, or another large language model.
  • Experience putting generative AI models into production and supporting them.

Responsibilities

  • Build and train machine learning models.
  • Perform solution architecture validations for large language models.
  • Use cloud computing platforms such as AWS, Google Cloud, or Azure for model deployment and scaling.
  • Write clean, efficient, reusable code for MLOps roles.
  • Collaborate with cross-functional teams, including data scientists, product managers, and stakeholders, to align AI solutions with business objectives.
  • Optimize machine learning model performance based on statistical analysis and large datasets.
  • Implement automation and develop AI-driven solutions to streamline workflows and improve decision-making.
  • Stay up to date with AI technologies and frameworks to enhance AI system functionality and scalability.
  • Troubleshoot and improve AI applications to resolve issues and optimize performance and user experience.
  • Develop AI prototypes for testing and feedback before full-scale deployment.
  • Design and develop AI systems and build algorithms and machine learning models to solve challenges across industries.
  • Use TensorFlow and PyTorch to create models for tasks such as natural language processing, computer vision, and robotics.

About the Company

Capgemini

Global consulting, technology services, outsourcing

Capgemini provides consulting, technology services, and outsourcing to help organizations transform digitally. Its offerings include strategy and transformation consulting, system integration, application development, IT infrastructure management, and managed IT operations. It differentiates itself with a global presence in over 50 countries and a focus on applying AI, cloud, and cybersecurity to real business problems. Its goal is to help clients navigate digital transformation and improve efficiency and innovation through tailored, contract-based or managed services.

Company size
10,001+
Company stage
IPO
Headquarters
Paris, France
Founded
1967

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