Senior Data Scientist, Consumer

2 hours, 3 minutes ago
Full-time
Senior
Data Science and Analytics
SWORD Health

SWORD Health

SWORD Health provides AI-powered digital physical therapy solutions designed to prevent pain, support recovery, and enhance overall health, while also aiming to transform the rehabilitation industry through innovative technology and clinical oversight.

Health Care Providers & Services
251-1K
Founded 2015
$324M raised

Description

  • Analyze acquisition, onboarding, activation, retention, and monetization funnels to identify drop-off points, conversion drivers, and churn reasons.
  • Own the end-to-end experimentation framework, including designing, executing, and analyzing A/B tests.
  • Build predictive models for user retention and lifetime value to uncover behaviors tied to long-term growth.
  • Partner with Product, Engineering, and Growth to define the measurement framework from scratch.
  • Translate complex analytical findings into clear recommendations for consumer leadership and growth decisions.
  • Deep-dive into acquisition and onboarding funnels to identify friction points and opportunities for viral loops.
  • Explore ways to use AI and machine learning to personalize user experiences and automate growth workflows.
  • Help establish the data culture for a newly formed, pre-launch consumer team operating in a 0→1 environment.

Requirements

  • 5+ years of experience in Data Science, ideally in B2C/consumer growth or high-growth tech environments.
  • Expert-level SQL and Python or R.
  • Experience across the data stack, from ETL pipelines such as dbt and Snowflake or BigQuery to visualization tools such as Mixpanel, Amplitude, or Looker.
  • Deep understanding of hypothesis testing, causal inference, and statistical rigor in noisy, early-stage data.
  • An analytics-first mindset focused on business impact, clarity, and answering the right questions.
  • Comfort working in messy data environments and building infrastructure while delivering high-value insights.
  • Strong business intuition to connect metric changes to underlying user pain points.
  • High agency and a proactive approach to identifying and closing knowledge gaps.
  • Preferred: interest in leveraging AI and machine learning for personalization and growth automation.

Benefits

  • Competitive salary.
  • Equity shares.
  • Health, dental, and vision insurance.
  • Meal allowance.
  • Remote work allowance.
  • Flexible working hours and a remote or hybrid work policy.
  • Unlimited vacation / discretionary vacation.
  • Access to health and well-being support, including digital therapist sessions.
  • Career development and growth opportunities.
  • Work from home support, plus snacks and beverages and English classes.

Interested in this position?

Apply directly on the company website

Apply Now

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