Description

  • Work independently on data science projects for multiple business functions
  • Identify and frame the data science opportunity from understanding the business problem / opportunity
  • Gather, cleanse, and transform internal and external data
  • Analyze data and deliver insights via visualizations and dashboards
  • Create predictive models, productionize, and maintain machine learning models that address business problems
  • Present, explain and defend results from analysis and modeling, and approach taken
  • Participate in strategic planning discussions around data science and big data


The successful candidate will meet the following qualifications:

  • 5+ years of practical experience framing and solving data science problems
  • 5+ years of hands-on experience with applied statistics and/or machine learning
  • 5+ years of experience solving problems with Python, pandas, scikit-learn
  • 3+ years of experience solving NLP, text and content analytics problems
  • 3+ years of experience using SQL to query relational data for analysis
  • 3+ years of experience developing visualizations with Python libraries, Spotfire or Power BI
  • 3+ years of experience applying descriptive and inferential statistics to real world problems
  • 3+ years of experience building software source control, software architecture and design, data structures and algorithms
  • Professional experience with Google Cloud Platform (GCP) - BigQuery, etc is a plus
  • Professional experience working in the consumer media and publishing domain is a plus
  • Professional experience modeling customer churn and/or conversion is a plus
  • Professional experience using AI tools is a plus
  • Professional experience building recommender systems is a plus
  • Ability to adapt in a rapidly changing environment
  • Ability to communicate insights and approaches in a simple, actionable manner
  • Ability to work independently and with team members from different backgrounds
  • Ability to travel to Austin occasionally as needed
  • Excellent attention to detail and problem-solving skills

Education

Any Gradute