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Data Scientist, Growth & Measurement
<p style="line-height:1.3800000000000001;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:700;"><span style="font-style:normal;"><span style="text-decoration:underline;"><span><span>About Us:</span></span></span></span></span></span></span></span><br><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Comfrt is one of the fastest-growing direct-to-consumer lifestyle and apparel brands, dedicated to blending mental wellness, inclusivity, and elevated comfort into every piece we create. Our mission goes beyond clothing — we strive to build a community where everyone feels supported and seen</span></span></span></span></span></span><br> </p><p style="line-height:1.38;margin-top:16px;margin-bottom:16px;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:700;"><span style="font-style:normal;"><span style="text-decoration:underline;"><span><span>About the Role:</span></span></span></span></span></span></span></span></p><p style="line-height:1.38;margin-top:16px;margin-bottom:16px;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">We are looking for a</span></span></span></span></span></span><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:700;"><span style="font-style:normal;"><span style="text-decoration:none;"> Data Scientist, Growth & Measurement</span></span></span></span></span></span><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;"> to help build the analytical foundation that guides how Comfrt allocates capital, measures growth quality, and drives long-term enterprise value.</span></span></span></span></span></span></p><p style="line-height:1.38;margin-top:16px;margin-bottom:16px;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">This role sits at the intersection of Growth, Finance, Data, identifying the white space . You will own critical measurement systems, experimentation frameworks, and modeling capabilities that help answer questions such as:</span></span></span></span></span></span></p><ul><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Where should the next dollar of spend go?</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">What channels and investments are saturating?</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">What creates the highest LTV customers?</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">What improves incremental EBITDA?</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">What drives durable brand equity and long-term customer value?</span></span></span></span></span></span></li></ul><p style="line-height:1.38;margin-top:16px;margin-bottom:16px;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">This is a strategic role for someone who combines strong technical depth with business intuition and an operator mindset.</span></span></span></span></span></span><br><br><br><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:700;"><span style="font-style:normal;"><span style="text-decoration:none;"><u>What You’ll Own: </u></span></span></span></span></span></span><br><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:700;"><span style="font-style:normal;"><span style="text-decoration:none;">Measurement & Causal Inference</span></span></span></span></span></span></p><ul><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Own and evolve Comfrt’s measurement framework alongside partners across MMM & MTA (Northbeam), incrementality (Workmagic), and experimentation</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Lead Marketing Mix Modeling (MMM) initiatives in partnership with measurement partners and internal stakeholders</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Design and evaluate geo tests, holdouts, lift studies, and quasi-experimental frameworks</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Quantify true incremental impact across marketing channels, campaigns, creators, and growth initiatives</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Identify saturation points, diminishing returns, and marginal efficiency curves across paid and organic channels</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Continuously improve model accuracy, interpretability, and decision-making reliability</span></span></span></span></span></span></li></ul><div style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:700;"><span style="font-style:normal;"><span style="text-decoration:none;">Growth & Customer Economics</span></span></span></span></span></span></div><ul><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Develop models and analytical frameworks that improve CAC efficiency, LTV forecasting, contribution margin visibility, and retention economics</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Analyze customer cohorts to identify drivers of high-value and durable customer behavior</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Partner with Growth and Finance teams on forecasting, budget allocation, and investment planning</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Help distinguish short-term performance gains from long-term brand and customer value creation</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Build frameworks that measure the relationship between acquisition strategy, retention quality, and enterprise value creation</span></span></span></span></span></span></li></ul><div style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:700;"><span style="font-style:normal;"><span style="text-decoration:none;">Data & Decision Systems</span></span></span></span></span></span></div><ul><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Build scalable analytical systems and production-grade models using Python and SQL</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Partner with Data Engineering & Data Analytics & Insights to improve data quality, metric governance, and experimentation infrastructure</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Standardize and maintain trusted business metrics including CAC, LTV, MER, contribution margin, retention, and incremental ROI</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Collaborate with Engineering and BI teams to operationalize models into dashboards, workflows, and reporting systems</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Ensure measurement systems remain scalable, reliable, and actionable as the business grows</span></span></span></span></span></span></li></ul><div style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:700;"><span style="font-style:normal;"><span style="text-decoration:none;">Strategic Influence</span></span></span></span></span></span></div><ul><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Translate complex analyses and modeling outputs into clear, actionable business recommendations</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Influence executive decision-making around growth investments, profitability, and long-term business quality</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Partner cross-functionally across Growth, Finance, Product, Data Engineering and Technology teams. </span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Help establish a culture of rigorous, data-informed decision-making across Comfrt</span></span></span></span></span></span></li></ul><div style="list-style-type:disc;"></div><div style="list-style-type:disc;"><u><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:700;"><span style="font-style:normal;"><span style="text-decoration:none;">What You Bring:</span></span></span></span></span></span></u></div><ul><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">4–7+ years of experience in marketing science, econometrics, experimentation, or applied data science</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Deep experience with:</span></span></span></span></span></span><ul><li style="list-style-type:circle;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Marketing Mix Modeling (MMM)</span></span></span></span></span></span></li><li style="list-style-type:circle;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Causal inference and incrementality testing</span></span></span></span></span></span></li><li style="list-style-type:circle;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Statistical modeling and experimentation design</span></span></span></span></span></span></li><li style="list-style-type:circle;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Regression, time-series, Bayesian, or forecasting methodologies</span></span></span></span></span></span></li></ul></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Strong understanding of growth economics, customer behavior, and marketing efficiency</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Advanced proficiency in Python and SQL</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Experience working with large-scale marketing and transactional datasets</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Familiarity with modern data warehouses such as Snowflake, BigQuery, or Redshift</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Strong communication skills with the ability to simplify complex analyses into business decisions</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Ability to operate effectively in fast-moving, high-ambiguity environments</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Strong operator mindset with high ownership and accountability</span></span></span></span></span></span></li></ul> <p style="line-height:1.3800000000000001;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:700;"><span style="font-style:normal;"><span style="text-decoration:underline;"><span><span>Why Join Comfrt?</span></span></span></span></span></span></span></span></p><ul><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Be part of a purpose-driven company that’s shaping the future of comfort and mental wellness.</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Work in a supportive, creative environment where your ideas and growth are valued.</span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Enjoy Comfrt benefits such as generous paid time off, company-covered health insurance, 5% 401k match, and discounts on all Comfrt products! </span></span></span></span></span></span></li><li style="list-style-type:disc;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:normal;"><span style="text-decoration:none;">Join a passionate team making an impact on exciting projects, all while enjoying the flexibility and collaborative support of a fully remote environment.</span></span></span></span></span></span></li></ul><div style="list-style-type:disc;"></div><p style="line-height:1.3800000000000001;"><span style="font-size:11pt;font-variant:normal;white-space:pre-wrap;"><span style="font-family:Arial, sans-serif;"><span style="color:#000000;"><span style="font-weight:400;"><span style="font-style:italic;"><span style="text-decoration:none;">Comfrt is an equal opportunity employer. We are committed to building a team that represents a variety of backgrounds, perspectives, and skills.</span></span></span></span></span></span></p>