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Senior Data Scientist

Location
Los Angeles, CA
Posted
30 Jun 2020

- Generate useful features from large amount of data
- Apply supervised and unsupervised machine learning techniques, such as linear and logistic regression, decision trees, and k-means clustering
- Develop segmentation models, classification models, propensity models, LTV models, experimental design, optimization models
- Perform statistical analysis such as KPI deep dives, performance marketing efficiency, behavioral clustering, and user journey analytics
- Curate audiences and inform engagement tactics to enable differentiated, relevant marketing touches across channels (social, email, in app, push)
- Synthesize analytics and statistical approaches into easy-to-consume storylines, both visually and verbally, and provide indicated actions for executive audiences
- Capture business requirements for data and analytic solutions and collaborate XFN to ensure business requirements align with business needs
- Analyze creatives and surface insights that will help drive engagement and retention.
- Support day-to-day collaboration with performance marketing to communicate insights and recommend data informed strategies

Qualifications

- BA/BS in statistics, mathematics, economics, industrial engineering or other quantitative discipline
- 5-10 years of experience in data science
- Experience building data science models (Regression, Decision Trees, K-Means, etc.)
- Experience with large data sets and analytical tools, eg Hive, Spark)
- Proficiency in Scripting languages (SQL, Python, R, etc.)
- Experience working with international partners in different time zones

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Details

  • Job Reference: 00025362-1
  • Date Posted: 30 June 2020
  • Recruiter: TikTok
  • Website: http://topcaliforniacareers.com/
  • Location: Los Angeles, CA
  • Salary: On Application
  • Sector: I.T. & Communications