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Data Scientist (Bilingual) Tokyo

TBG-019480
Position

12-05 Data Scientist (Bilingual)/データサイエンティスト(バイリンガル)

Company

Consumer Goods & Retail

Salary(¥):
5.5-10 million
Responsibilities
1. Master degree in Economics, Computer Science, Statistics, Mathematics, Physics, Operations Research, or related discipline with excellent academic record.
2. Solid understanding of foundational statistics concepts and ML algorithms: linear/logistic regression, random forest, boosting, GBM, NNs, etc.
3. 5 years of relevant work experience in data analysis or related areas.
4. Experiences in build data science solution with real business problems. (e.g. recommendation building, customer journey, shopping feature prediction, etc).
5. Passion for learning (new problem domains, algorithms, tools etc) and for analyzing data.
6. Fluency in at least one of the following languages: Python, Java, Scala, C/C++, Ruby, R.
7. Experience with working on large data sets, especially with Hadoop and Spark.
8. Ability to access, manage, transfer, integrate and analyze complex datasets, especially using sql and nosql.
9. Experience with scikit-learn and pandas (or equivalent tools).
10. Ability to work collaboratively in a team environment and work effectively with people at all levels in an organization.
11. Skills to communicate complex ideas effectively

労働時間・賃金の詳細、試用期間の有無、加入保険等の詳細は求職者と面接の際に明示予定
Requirements
Requirements:
1. Master degree in Economics, Computer Science, Statistics, Mathematics, Physics, Operations Research, or related discipline with excellent academic record.
2. Solid understanding of foundational statistics concepts and ML algorithms: linear/logistic regression, random forest, boosting, GBM, NNs, etc.
3. 5 years of relevant work experience in data analysis or related areas.
4. Experiences in build data science solution with real business problems. (e.g.
recommendation building, customer journey, shopping feature prediction, etc).
5. Passion for learning (new problem domains, algorithms, tools etc) and for analyzing data.
6. Fluency in at least one of the following languages: Python, Java, Scala, C/C++, Ruby, R.
7.Experience with working on large data sets, especially with Hadoop and Spark.
8.Ability to access, manage, transfer, integrate and analyze complex datasets, especially
using sql and nosql.
9.Experience with scikit-learn and pandas (or equivalent tools).
10.Ability to work collaboratively in a team environment and work effectively with people at
all levels in an organization.
11.Skills to communicate complex ideas effectively.

Preferred:
1.PhD degree (preferred) in computer science, statistics, neuroscience, engineering, mathematics, or physics.
2.Experience with advanced ML models and concepts: HMMs, CRFs, MRFs, deep learning, regularization etc.
3.3+ years of industry experience especially in digital marketing or Fin-tech area.
4.Experience with distributed databases such as HBase, Redis, CouchBase etc.
5.Experience with cloud computing platforms such as GCP, AWS.
6.Experience with GPU usage.
7.Experience in client relationship management such as consulting or sales.
8.Communication skill in both English and Japanese

English Requirement: Conversational Level
Japanese Requirement: Business Level