Jobs · Engineering · California

Data Scientist

Aven · Campbell, CA · 6 mo ago
On-siteEngineeringFull-time

About the role

We are seeking a seasoned Data Scientist to collaborate closely with cross-functional teams. Your role will be pivotal in shaping our product strategy using robust scientific methodologies.

Responsibilities

  • Leverage your expertise in statistical analysis, machine learning, and econometric modeling on extensive datasets to measure outcomes, identify causal impacts, predict future performance, and design innovative data-driven solutions.
  • Partner across the company with Product, Engineering, Marketing, Sales, Finance, and Data Science teams to shape product strategy using rigorous scientific solutions.
  • Apply statistical, machine learning, and econometric models on large datasets to:
    • Measure results and outcomes
    • Identify causal impact and attribution
    • Predict future performance of users or products
  • Design, implement, and launch innovative data science solutions to empower data-driven decisions at scale.
  • Design, analyze, and interpret the results of experiments.
  • Develop key metrics and observability for Aven products.
  • Drive the collection of new data and the refinement of existing data sources.
  • Create analyses that tell compelling stories and inspire action.
  • Requirements

    • A PhD or MS in a quantitative field (e.g., Engineering, Mathematics, Natural Sciences, or Economics).
    • Expert knowledge of a scientific computing language (such as R or Python) and SQL.
    • Theoretical and applied expertise in statistics, machine learning, and experimental design.
    • Excellent written and verbal communication skills.
    • Experience designing and implementing complex modeling solutions from ideation to production at scale.
    • Experience influencing high-impact decisions.
    • Strong project management and organizational skills.

    Qualifications

    We are looking for someone with 5+ years of data science experience with a track record of thought leadership and innovation.

    Skills

    Expert knowledge of a scientific computing language (such as R or Python) and SQL.

    Benefits

    N/A

    Pay

    N/A

    Schedule

    N/A

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