武田 大海

Indeed Japan株式会社 その他

自己紹介

Hands-on engineering leader with a passion for great products and a deep expertise in Machine Learning and Data Science. Proven ability to identify product gaps and develop new features from initial concept and prototyping through production for daily use by tens of millions of users worldwide. Experienced in leading cross-functional teams and collaborating with globally distributed, diverse engineering groups.

職歴・学歴

Indeed

Candidate Evaluation Team

Software Engineering Manager

Leading the cross functional product team of about 10 members from Engineering, Product Management, Data Science, User Experience, and Quality Assurance. Being involved in broad technical area including data pipeline, machine learning modeling, event driven systems, backend api services, etc.

Explainer Team

Lead Software Engineer

Led a small team of 1 product manager and 3 engineers (including myself) with a management responsibility. Focused on building and maintaining machine learning model and its surrounding infrastructure. Also focused on making the model’s decision transparent by explaining the reasons.

Candidate Recommendation Team

Software Engineer

Worked on variety of projects in full-stack: * Match optimization of email sender systems as weighted bipartite graph matching * Explainable job recommendation for jobseekers * Data pipeline for ML model training * Built/improved ML model for recommendation * A webapp for resume search

スキル・経験

  • AWS
  • Java
  • Python
  • React
  • データ分析