Data Scientist
October 31
Description
• Analyzing billions of blockchain wallets and tens of billions of transactions to derive actionable insights • Developing and refining both descriptive statistics and predictive models • Influencing product direction and contributing to company growth • Building predictive and descriptive statistical models using financial data, such as Lifetime Value (LTV) • Deploying and maintaining models, code, and data pipelines for customer-facing applications • Collaborating closely with engineers and product teams to develop data-driven models • Enhancing product offerings and identifying new growth opportunities • Optimizing models for performance and cost in distributed data warehouses • Conducting data mining on public data for actionable insights • Managing ETL connectors to ensure seamless data flow across systems • Guiding the development of visualizations to present data findings intuitively
Requirements
• Proficient in building predictive and descriptive models with financial and blockchain data • Experience with distributed data warehouses (e.g., Snowflake, Redshift, or Spark) and optimizing models for performance and cost • Experience with DBT (Data Build Tool) for transforming data within data warehouses • Expertise in data mining and managing ETL processes • Strong programming skills in Python and SQL • Experience with data orchestration frameworks (e.g., Dagster, Luigi, or Prefect) and monitoring tools (e.g., Datadog) • Familiarity with cloud platforms (e.g., AWS) and databases (e.g., Postgres, Redis) • Ability to develop and deploy customer-facing applications and visualizations
Benefits
• Comprehensive medical, dental, and vision coverage for you and your family • Additional benefits to help care for your family such as flexible parental leave and fertility & adoption assistance • Unlimited PTO, including two recharge weeks (two company-wide weeks off, 13 paid holidays AND a $1000 vacation stipend once a year to spend on travel, etc. • Awesome Perks including a $200 monthly Wellness Stipend to support not just your 'health & fitness' but your general wellbeing, a $500 home office budget to get you set up at home, and a $125 monthly phone & internet stipend
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