5+ years of data science experience with a proven record of innovation
PhD or MS in a quantitative field (e.g., Engineering, Mathematics, Natural Sciences, or Economics)
Expertise in R or Python and SQL for scientific computing
Strong skills in statistics, machine learning, and experimental design
Excellent communication abilities, both written and verbal
Experience in end-to-end development of complex modeling solutions
Proven capability in influencing strategic decisions through data insights
Responsibilities
Collaborate with cross-functional teams to drive product strategy
Apply machine learning and econometric models to large datasets
Design and execute innovative data science solutions
Conduct experiments and interpret results meticulously
Establish key metrics for product performance
Enhance data collection and existing sources
Create analyses that effectively communicate insights to stakeholders
Benefits
Equal opportunity employer with a commitment to diversity
Collaborative work environment facilitating cross-team engagement
Opportunities for innovation and thought leadership
Access to extensive datasets for impactful data science work
Potential for career growth in a dynamic field
Full Job Description
Job Description
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. Leveraging your expertise in statistical analysis, machine learning, and econometric modeling on extensive datasets, you will measure outcomes, identify causal impacts, predict future performance, and design innovative data-driven solutions.
In this role, you will
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
We're looking for someone with
5+ years of data science experience with a track record of thought leadership and innovation
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
