Data Scientist, 新卒/new Graduate 2028, Bcg X, Japan

BCG BCG · Consulting · Tokyo, Japan · Data Science and Analytics

Data Scientist role focused on leading client transformations using data science, machine learning, and generative AI. The role involves designing analytics strategies, developing models, implementing AI agents and data products, building scalable architectures with MLOps, and driving business impact from strategy to implementation. It's a new graduate position for individuals completing their Master's or PhD by August 2028.

What you'd actually do

  1. Design analytics strategy with a view to business implementation and user value creation, collaborating with consultants, product managers, engineers, and designers.
  2. Develop advanced analytics and models using machine learning, mathematical optimization, and statistical modeling.
  3. Drive projects for business transformation and new business creation utilizing Generative AI/LLM.
  4. Design and implement AI agents and data products, and scale their deployment.
  5. Build scalable architectures including MLOps and data infrastructure design.

Skills

Required

  • Python development experience
  • Machine learning modeling experience
  • Research or internship experience in a related field
  • English proficiency (conversational level or higher)

Nice to have

  • Experience developing applications using LLMs
  • Experience with mathematical optimization and operations research
  • Experience with natural language processing, image recognition, or speech recognition
  • Experience with marketing analytics, BI, or DWH
  • Experience with software development or DevOps
  • Business-level English proficiency

What the JD emphasized

  • business implementation
  • user value creation
  • AI agents
  • data products
  • scale deployment
  • MLOps
  • scalable architecture

Other signals

  • Generative AI/LLM
  • AI agents
  • data products
  • MLOps
  • scalable architecture