Data & Analytics Engineer

<p><span style="color: rgb(59, 60, 54); font-size: 12pt; font-family: helvetica, arial, sans-serif;">True Classic is hiring a <span style="color: rgb(75, 75, 105);"><strong>Data &amp; Analytics Engineer</strong></span> to partner in owning our data platform infrastructure and to serve as a key builder connecting our data warehouse to our AI, finance, and business stakeholder teams. This role will support core analytics engineering functions, ensuring clean, well-structured, and reliable data pipelines built to best practice standards.</span></p> <p><span style="color: rgb(59, 60, 54); font-size: 12pt; font-family: helvetica, arial, sans-serif;">This role is ideal for someone who is hands-on and technically rigorous, with a strong command of data engineering best practices — including pipeline design, data modeling, testing, and documentation — and can contribute meaningfully to a mid-build platform in a fast-paced, evolving environment.</span></p> <p><span style="font-size: 12pt; font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54);">All of True Classic’s roles are global and omni-channel, leading designated areas of accountability across all product categories, countries, and sales and marketing channels. This role will have impact across DTC, retail, wholesale, marketplaces, and emerging channels, ensuring strategic alignment and executional rigor across the enterprise.</span></p> <h1 data-start="1156" data-end="1179"><span style="font-size: 14pt; color: rgb(75, 75, 105); font-family: helvetica, arial, sans-serif;">Areas of Accountability</span></h1> <h2><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Extend &amp; Maintain the Data Platform</span></h2> <ul> <li style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Build and maintain dbt models following best practices for modularity, testing, documentation, and code quality</span></li> <li style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Contribute to completion of open data model workstreams across inventory, media, and product functions</span></li> <li style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Expand data source connectivity and pipeline coverage across marketing and fulfillment systems</span></li> <li style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Maintain and improve ETL/ELT workflows via Daasity and BigQuery</span></li> <li style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Help monitor and optimize cloud data infrastructure for cost and performance</span></li> </ul> <h2><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Bridge Data to the Business</span></h2> <ul> <li style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Deploy and maintain Omni dashboards on top of BigQuery for cross-functional stakeholders</span></li> <li style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Support business KPI tracking by structuring financial data for forecasting, cost modeling, and channel-level P&amp;L</span></li> <li style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Contribute to predictive models for demand forecasting, inventory planning, and revenue projections</span></li> <li style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Build and maintain the serving layer that the AI team queries — clean, modeled BigQuery tables in place of direct API calls</span></li> </ul> <h2><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">AI-Augmented Development</span></h2> <ul> <li style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Use AI coding tools (Claude Code, Cursor, Copilot) daily to write dbt models, debug pipelines, and accelerate development</span></li> <li style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Collaborate with the AI team to ensure the warehouse serves their applications with clean inputs for automation, ML models, and real-time ops tools</span></li> <li style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Identify opportunities where AI can automate data quality checks, anomaly detection, and pipeline monitoring</span></li> </ul> <h1><span style="font-family: helvetica, arial, sans-serif; color: rgb(75, 75, 105); font-size: 14pt;"><strong>Cross Functional Collaboration</strong></span></h1> <ul> <li style="font-size: 12pt; color: rgb(59, 60, 54); font-family: helvetica, arial, sans-serif;"><span style="font-size: 12pt; color: rgb(59, 60, 54); font-family: helvetica, arial, sans-serif;">Work with finance to ensure financial data structures support forecasting and P&amp;L reporting needs</span></li> <li style="font-size: 12pt; color: rgb(59, 60, 54); font-family: helvetica, arial, sans-serif;"><span style="font-size: 12pt; color: rgb(59, 60, 54); font-family: helvetica, arial, sans-serif;">Partner with the AI team to ensure warehouse outputs support downstream automation and machine learning applications</span></li> <li style="font-size: 12pt; color: rgb(59, 60, 54); font-family: helvetica, arial, sans-serif;"><span style="font-size: 12pt; color: rgb(59, 60, 54); font-family: helvetica, arial, sans-serif;">Work alongside merchandising, operations, and analytics stakeholders to translate business questions into reliable data models and visualizations</span></li> </ul> <h2 class="" data-start="1340" data-end="1357"><span style="font-size: 14pt; color: rgb(75, 75, 105); font-family: helvetica, arial, sans-serif;">Qualifications</span></h2> <ul> <li style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">4+ years of experience in data engineering or analytics engineering</span></li> <li style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Strong understanding of data engineering best practices: pipeline design, data modeling, testing, and documentation</span></li> <li style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Hands-on experience with dbt Cloud, Google BigQuery, and SaaS API pipeline development</span></li> <li style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Strong SQL skills including joins, window functions, and CTEs</span></li> <li style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Python proficiency for pipeline scripting, API integrations, and light modeling</span></li> <li style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Familiarity with statistical modeling and predictive analytics (regression, time series)</span></li> <li style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Comfortable working with non-technical stakeholders to translate business questions into data models and visualizations</span></li> <li style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Proficiency with AI coding tools — daily use expected</span></li> </ul> <h2 class="" data-start="1789" data-end="1815"><span style="font-family: helvetica, arial, sans-serif; color: rgb(75, 75, 105); font-size: 14pt;">Preferred&nbsp;Qualifications</span></h2> <ul> <li style="font-size: 12pt; font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54);"><span style="font-size: 12pt; font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54);">NetSuite or ERP experience</span></li> <li style="font-size: 12pt; font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54);"><span style="font-size: 12pt; font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54);">Daasity, Shopify/Amazon data</span></li> <li style="font-size: 12pt; font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54);"><span style="font-size: 12pt; font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54);">Marketing attribution platforms (Meta CAPI, Google Ads, Triple Whale), </span></li> <li style="font-size: 12pt; font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54);"><span style="font-size: 12pt; font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54);">Omni/Looker, GitHub-based workflows</span></li> </ul> <h2><span style="font-family: helvetica, arial, sans-serif; color: rgb(75, 75, 105); font-size: 14pt;"><strong>Workplace Arrangement</strong></span></h2> <p><span style="color: rgb(59, 60, 54); font-size: 12pt; font-family: helvetica, arial, sans-serif;">This role is on-site (5x week in office) based in Calabasas, CA.</span></p> <h2 class="" data-start="1935" data-end="1963"><span style="font-size: 14pt; color: rgb(75, 75, 105); font-family: helvetica, arial, sans-serif;">Compensation and Benefits</span></h2> <h3><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Compensation</span></h3> <ul data-start="194" data-end="216"> <li style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);" data-start="194" data-end="216"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Competitive Salary + bonus</span></li> </ul> <h3><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Time Off</span></h3> <ul data-start="233" data-end="264"> <li style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);" data-start="233" data-end="264"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Unlimited PTO and sick time</span></li> </ul> <h3><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Health &amp; Wellness</span></h3> <ul> <li style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54);" data-start="292" data-end="344"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Company-paid medical, dental, and vision insurance</span></li> <li style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54);"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">$100/month Health &amp; Wellness stipend</span></li> <li style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54);" data-start="454" data-end="494"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Free Employee Assistance Program (EAP)</span></li> </ul> <h3><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Work &amp; Growth Support</span></h3> <ul data-start="524" data-end="605"> <li style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);" data-start="524" data-end="560"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">$100/month Personal Workspace/Office stipend</span></li> </ul> <h3><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">Perks</span></h3> <ul> <li style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54);" data-start="621" data-end="669"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">$1,000/year True Classic merchandise allowance</span></li> <li style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54);" data-start="672" data-end="707"><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt; color: rgb(59, 60, 54);">401(k) plan with 3% company match</span></li> </ul> <p class="" data-start="2371" data-end="2683"><span style="color: rgb(59, 60, 54);"><em><span style="font-family: verdana, geneva, sans-serif;">True Classic is proud to be an equal opportunity employer. We celebrate and support differences in race, religion, color, national origin, gender, sexual orientation, gender identity, age, veteran status, and abilities. If you need assistance or accommodation due to a disability, please contact Human Resources.</span></em></span></p><div class="content-conclusion"><p><span style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54); font-size: 12pt;">At <strong><span style="color: rgb(75, 75, 105);"><a style="color: rgb(75, 75, 105);" href="trueclassic.com">True Classic</a></span></strong>, our purpose is simple:&nbsp;<strong><span style="color: rgb(75, 75, 105);"><em>empower everyone to look good and feel good.</em></span></strong></span></p> <p><span style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54); font-size: 12pt;">Founded in 2019, we’re a fast-growing apparel brand obsessed with fit, quality, and impact. But we’re building more than great products—we’re building a high-performance team where smart, driven people do meaningful work, move fast, and see the direct results of what they create.</span></p> <p><span style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54); font-size: 12pt;">Everything we do is guided by the True Classic Operating System (TCOS)—the principles that shape how we work, make decisions, and win together:</span></p> <ul> <li style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54); font-size: 12pt;"><span style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54); font-size: 12pt;"><span style="color: rgb(75, 75, 105);"><strong>Move the Needle</strong></span> – Our #1 value and the ultimate filter for decision-making. We focus on delivering tangible, measurable results that drive real business impact.</span></li> <li style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54); font-size: 12pt;"><span style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54); font-size: 12pt;"><strong><span style="color: rgb(75, 75, 105);">Paint the Picture </span></strong>– We set clear vision and help others see what great looks like.</span></li> <li style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54); font-size: 12pt;"><span style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54); font-size: 12pt;"><strong><span style="color: rgb(75, 75, 105);">Seek the Truth</span></strong> – We use data, customer insight, and curiosity to guide decisions.</span></li> <li style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54); font-size: 12pt;"><span style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54); font-size: 12pt;"><span style="color: rgb(75, 75, 105);"><strong>Get 1% Better</strong></span> – We continuously improve how we work through strong systems and small wins.</span></li> <li style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54); font-size: 12pt;"><span style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54); font-size: 12pt;"><strong><span style="color: rgb(75, 75, 105);">Build Leverage </span></strong>– We maximize impact with the right mix of people, tools, automation, and AI.</span></li> <li style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54); font-size: 12pt;"><span style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54); font-size: 12pt;"><strong><span style="color: rgb(75, 75, 105);">Crush the Challenge</span></strong> – We surface problems early and take ownership to solve them.</span></li> <li style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54); font-size: 12pt;"><span style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54); font-size: 12pt;"><strong><span style="color: rgb(75, 75, 105);">Go Fast</span></strong> – We take initiative, move with urgency, and bias toward action.</span></li> <li style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54); font-size: 12pt;"><span style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54); font-size: 12pt;"><strong><span style="color: rgb(75, 75, 105);">Be Creative</span></strong> – We challenge the norm and find better ways to win.</span></li> <li style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54); font-size: 12pt;"><span style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54); font-size: 12pt;"><strong><span style="color: rgb(75, 75, 105);">Lead with Empathy</span></strong> – We care deeply about our customers and each other.</span></li> </ul> <p><span style="font-family: helvetica, arial, sans-serif; color: rgb(59, 60, 54); font-size: 12pt;">If you thrive in fast-paced environments, take ownership of your work, and want to build something that actually moves the needle—join us and help shape what’s next at True Classic!&nbsp;</span></p></div>