DATA部門 Gen AI Specialist

Insight & Data Tokyo, Japan


Position at Capgemini Japan

Roles and Responsibilities- 
  • Designing, developing, and implementing generative AI models and algorithms utilizing state-of-the-art techniques such as GPT, VAE, and GANs.
  • Collaborating with cross-functional teams to define AI project requirements and objectives, ensuring alignment with overall business goals.
  • Conducting research to stay up-to-date with the latest advancements in generative AI, machine learning, and deep learning techniques and identify opportunities to integrate them into our products and services.
  • Optimizing existing generative AI models for improved performance, scalability, and efficiency.
  • Developing and maintaining AI pipelines, including data preprocessing, feature extraction, model training, and evaluation.
  • Developing clear and concise documentation, including technical specifications, user guides, and presentations, to communicate complex AI concepts to both technical and non-technical stakeholders.
  • Contributing to the establishment of best practices and standards for generative AI development within the organization.
  • Providing technical mentorship and guidance to junior team members.


  • Native Japanese + Business level English
  • 5+ years of IT experience
  • You have a degree in Computer Science, Artificial Intelligence, Machine Learning, or a related field. A Ph.D. is highly desirable.
  • You have solid experience developing and implementing generative AI models, with a strong understanding of deep learning techniques such as GPT, VAE, and GANs.
  • You are proficient in Python and have experience with machine learning libraries and frameworks such as TensorFlow, PyTorch, or Keras.
  • You have strong knowledge of data structures, algorithms, and software engineering principles.
  • You are familiar with cloud-based platforms and services, such as AWS, GCP, or Azure.
  • You have experience with natural language processing (NLP) techniques and tools, such as SpaCy, NLTK, or Hugging Face.
  • You are familiar with data visualization tools and libraries, such as Matplotlib, Seaborn, or Plotly.
  • You have knowledge of software development methodologies, such as Agile or Scrum.
  • You possess excellent problem-solving skills, with the ability to think critically and creatively to develop innovative AI solutions.
  • You have strong communication skills, with the ability to effectively convey complex technical concepts to a diverse audience.
  • You possess a proactive mindset, with the ability to work independently and collaboratively in a fast-paced, dynamic environment.
  • Personality:
    Willing to learn new technologies and pick up challenging work.
    Proactive and details oriented.
    Team player. 



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