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Senior Data Scientist, Platform Analytics

Location: San Francisco (San Francisco)         posted: 12.06.19

The Gap Inc. has opening in San Francisco, CA for:

Job Title: Senior Data Scientist, Platform Analytics      

Job Description: Build predictive models using machine learning algorithms and advanced statistical models, provide actionable recommendations based on Insights and drive outcomes to support our business and technical partners. Build recommender systems, algorithmic and optimized contact strategies. Build extensible, repeatable and scalable models. Build framework for adaptive update of models. Partner with the teams within Customer Data and Analytics organization as well as external business groups to understand requirements, propose data science solutions and implement strategies that will drive personalized experiences for our customers. Evangelize adoption of technology, best modelling and coding practices within and across the Customer Data and Analytics functions. Build predictive models and algorithms that directly power real-time or near real-time data science products. Core data science and analytics functions focused on pattern classification and pattern recognition. Build recommender systems. Build predictive models and algorithms that directly power real-time or near real-time data science products. Frame, build and validate predictive models using advanced statistical methods such as fixed effects and mixed effects linear and logistic regressions, non-linear regressions or machine learning algorithms such as decision trees, boosting and bagging algorithms, support vector machines, kernel classifiers and deep learning frameworks.

Requirements: Master’s degree or foreign equivalent in Science, Economics, Analytics, or a related field and 2 years of experience in job offered or a related occupation. Alternatively, employer will accept a Bachelor’s degree or foreign equivalent in Science, Economics, Analytics, or a related field and 5 years of progressive, post-baccalaureate experience in job offered or a related occupation.

 

Experience and/or education must include:

 

  1. Deep learning frameworks such as tensorflow, torch, caffe, mxnet, h2o;
  2. Python libraries such as keras, tflearn, scikit-Iearn, numpy, scipy, pandas, matplotlib, seaborn;
  3. R packages such as caret, kemlab, gbm, xgboost ,dplyr, shinY;
  4. Python and/or R;
  5. Hadoop environment and relational databases; and
  6. Hive HQL, SQL, Spark, Pig.
  7. .       

 

Job Location: 2 Folsom St, San Francisco, CA 94105

 

Please reference job #4393382 and send resume to: The Gap, Inc., D. Abrams, 2 Folsom Street, 12th Floor, San Francisco, CA 94105.

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