Data Analytics

求人ID : 5864
投稿日 : 2021-10-12
業界 : Internet
雇用形態 : 正社員, 常勤
必須スキル : English2, Japanese2, Python , SQL , Tableau , GitHub , MLflow , Kedro , TensorFlow , PyTorch , Airflow
市区町村 : Setagaya-ku
都道府県: Tokyo
国 : Japan
年俸 : 8,000,000 ~ 10,000,000

仕事内容

Position Name: Data Analytics 

 

Responsibilities

  • Along with the Product Manager, discuss with internal clients to find the issues which can be solved by data science
  • Deliver one-shot analysis or develop PoC then transfer it into data science products
  • Work closely with data science engineers to produce the solutions
  • Mentor junior data scientists and help them find the best approach to solve specific problems
  • Help determine the organization strategy

Qualifications:

  • 3+ years of analytical work experience
  • Programming experience in Python (major data science libraries) & SQL
  • Statistics knowledge
  • Strong knowledge and hands-on skill in applying machine learning (including deep learning methods) and advanced statistical methods to business problems, especially in following area.
  • Predictive modelling (eg: GBDT)
  • Time series analysis (eg: ARIMA, LSTM)
  • NLP (eg: Word2Vec, TFIDF, BERT)
  • Effect measurement (eg: DID, Bayesian network)
  • Strong communication skills and mentoring skills
  • Good presentation skills, with the ability to explain complex analytical concepts
  • Project management experience
  • Business level Japanese (JLPT N2)

Preferred Qualification

  • Consulting related experience
  • Experience in launching/maintaining data science service
  • Experience in the E-Commerce field
  • Knowledge in causal inference
  • Experience with creating Machine Learning Data Platform
  • Experience in using BI Tool like Tableau

Keyword:

  • #Python, #PyTorch, #TensorFlow, #scikit-learn, #HiveQL, #SQL, #Tableau, #GitHub, #MLflow, #Kedro, #Airflow

Languages:

  • English (Overall - 2 - Fluent)

 

Holidays and Benefits

  • Five-Day Workweek
  • Summer Holidays
  • Winter Holidays
  • Refresh Holidays
  • Benefits (pension, health, employment, unemployment)
  • Commuting allowance
  • Employee stock ownership plan
  • Discounted sports club
  • Visa support
  • Childcare

About Hiring Company

The largest eCommerce company in Japan, and the third-largest e-commerce marketplace company worldwide.
The organization provides a variety of consumer and business-focused services including e-commerce, e-reading, travel, banking, securities, credit card, e-money, portal and media, online marketing and professional sports
[Measures against passive smoking]
No smoking indoors allowed
Designated smoking area


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