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Kforce Junior Data Scientist in Atlanta, Georgia

Kforce has a client seeking a Junior Data Scientist in Atlanta, Georgia (GA).Overview:The data science team is looking for a Senior Analyst to join them in helping the team push Machine Learning models into production. This person will be supporting their paint project which performs recommendations on paint colors, primary colors, complimentary colors, etc. There is already a model that Varun built in python, but this person will have to come in and refine it to eventually push it into production. There will also be some visual imaging, effects and personalization with this model along with other models that may include text images. The main technologies they will be using is python (different libraries associated with this; pyspark is required) (80%), SQL (20%), There will be an aspect of analyzing the model as well and planning what needs to be refined and what will be the best course of action. The tasks will be mainly focus on converting Python based ML development model code into IT-permitted production code, including rewrite data processing in PySpark, etc.From a personalization standpoint, the features are below, some of the models that this person may be supporting are:

  • A customer profile service that in Real Time, returns 360-degree customer profile to any company touch points (Web, App, Store, Call center) for personalization applications

  • Real Time web data capturing & processing into normalized personalization data objects for offline algorithm build and real time model tuning & update

  • Extensive models leveraging customer profile and real time browsing attributes to predict current intent and context

  • Smart decisioning engine that matches and continuously optimize best content, promotional offers, experience with algorithm-driven customer profile and intent

  • Must have Computer Science degree

  • Python (numpy, pandas, scikit-learn): the existing projects are written in python, and they wouldn't want to start from scratch

  • SQL to query bigquery

  • Good Understanding of Distributed Computing using Spark (Preferably PySpark)

  • Good Understanding of Python and able to grasp ML Code

  • Good Programming skills

  • Good Understanding of Cloud Infrastructure (preferably Google Cloud)

Preferred:

  • Good Understanding of Machine Learning Concepts

  • Knowledge of Unit Tests

Kforce is an Equal Opportunity/Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, pregnancy, sexual orientation, gender identity, national origin, age, protected veteran status, or disability status.Compensation Type:HoursMinimum Compensation:0.00Maximum Compensation:0.00

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