社名
社名非公開
職種
データサイエンティスト
業務内容
...
- Own specific technical areas, drive and execute ML product projects, track progress and mitigate risks by collaborating closely with product managers, UX designers, architects, engineers, and stakeholders from other cross-functional teams.- Play a key role in defining system architecture for the ML products and implementing specific components to enhance the user experience.- Design and implement performant, scalable ELT (Extract, Load, Transform) data pipelines, considering an ML model's lifecycle (training and inference).- Take responsibility for technical problem solving and meeting ML product objectives creatively in ambiguous scenarios.
求められる経験
- Advanced degree in computer science, data science, machine learning, or related field, or equivalent work experience.
- 6+ years of professional experience in software engineering designing and building ML-driven products, with at least 3 years focused on production ML systems.
- Fundamental knowledge of Data Engineering and extensive experience in developing and deploying ML models, as well as building and maintaining ML pipelines and products.
- Experience in applying scientific method: hypothesis formulation and testing, exploratory data analysis, cross-validation, reproducible research, and structured reporting/documentation, result explanation and presentation.
- Experience designing, deploying, and operating scalable ML systems in production. This includes responsibility for model selection, performance benchmarking, and lifecycle management to solve real-world business problems.
保険
健康保険 厚生年金保険 雇用保険
待遇・福利厚生
.
休日休暇
土曜日 日曜日 祝日
.
給与
年収60 ~ 1,500万円
賞与
Yes
雇用期間
期間の定めなし
show more
社名
社名非公開
職種
データサイエンティスト
業務内容
- Own specific technical areas, drive and execute ML product projects, track progress and mitigate risks by collaborating closely with product managers, UX designers, architects, engineers, and stakeholders from other cross-functional teams.- Play a key role in defining system architecture for the ML products and implementing specific components to enhance the user experience.- Design and implement performant, scalable ELT (Extract, Load, Transform) data pipelines, considering an ML model's lifecycle (training and inference).- Take responsibility for technical problem solving and meeting ML product objectives creatively in ambiguous scenarios.
求められる経験
- Advanced degree in computer science, data science, machine learning, or related field, or equivalent work experience.
- 6+ years of professional experience in software engineering designing and building ML-driven products, with at least 3 years focused on production ML systems.
- Fundamental knowledge of Data Engineering and extensive experience in developing and deploying ML models, as well as building and maintaining ML pipelines and products.
...
- Experience in applying scientific method: hypothesis formulation and testing, exploratory data analysis, cross-validation, reproducible research, and structured reporting/documentation, result explanation and presentation.
- Experience designing, deploying, and operating scalable ML systems in production. This includes responsibility for model selection, performance benchmarking, and lifecycle management to solve real-world business problems.
保険
健康保険 厚生年金保険 雇用保険
待遇・福利厚生
.
休日休暇
土曜日 日曜日 祝日
.
給与
年収60 ~ 1,500万円
賞与
Yes
雇用期間
期間の定めなし
show more