Capgemini Japan is hiring a

DATA部門 - Data Scientist (Gen AI)

Full-Time

Duties and Responsibilities:

  • Internal R&D to Develop and Deploy AI Systems:
    • Design, build, and deploy AI and generative AI systems tailored to client needs.
    • Utilize and fine-tune open-source models to create generative AI applications.
    • Actively engage with Capgemini’s AI COE communities across APAC and beyond, and the open-source community to stay updated on the latest advancements and incorporate them into projects.
    • Have an understanding of, and be confident enough to (attempt to) develop AI systems capable of handling multi-modal data and performing agentic tasks.
  • Client Work
    • Work closely with clients to understand their requirements and deliver customized AI solutions.
    • Collect requirements from internal or external departments and provide the analysis.
    • Participate in the High-level design and data collection and cleaning. The data can be structured, unstructured.
    • Knowledge of and experience with NoSQL DBs like MongoDB and data platforms like databricks and / or with industry standard ETL techniques will be a big plus.
    • Knowledege of and experience with transformer based models and generative AI models, including pre-trained large foundation models, fine-tuning of models using techniques like LoRA etc. is a plus.
    • Design and implement the API for AI model and applications integration and of Web applications / interfaces that utilize the AI models will also be a plus.
  • Data science
    • Data Management: Collect, preprocess, and analyze large datasets to train and evaluate models.
    • Performance Optimization: Continuously monitor and improve the performance of AI models.
    • Documentation and Reporting: Maintain comprehensive documentation of models, processes, and project progress. Prepare and present reports to stakeholders.

Requirements and Qualifications:

Technical Expertise:

  • Knowledge of / Proficiency in
    • Python
    • TensorFlow
    • PyTorch,
    • Flash Attention
    • Other relevant AI/ML frameworks
  • Experience with Open-Source Models with demonstrated ability to leverage and fine-tune open-source models for specific applications
  • Community engagement skills with a track record of active participation in the open-source community contributing to and utilizing community resources.
  • Multi-modal data handling experience in working with multi-modal data (text, image, audio, etc.) and developing models that integrate these data types.
  • Agentic AI development knowledge of developing AI systems capable of autonomous decision-making and task execution.

Soft skills

  • Problem-solving skills with strong analytical ability to troubleshoot complex issues.
  • Communication skills with excellent verbal and written communication style to effectively engage with clients and collaborate with team members from diverse backgrounds.
  • Ability to work well in a team environment and contribute to collective goals.

Educational Profile:

  • Master’s or PhD in Machine Learning, Artificial Intelligence, Computer Science, or related fields. Strong academic background with a focus on AI/ML technologies preferred.
  • Additional relevant certifications in AI/ML from recognized institutions are a plus.

 

 
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