Analytics Engineer

<p><strong>Job Description</strong></p> <p>The Analytics Engineer will design, build, and deliver advanced analytics and AI-enabled solutions that turn our enterprise data, centered in Snowflake, into trusted, business-ready insights and decision support tools.</p> <ul> <li>Collaborate with data engineers to design and refine analytics-ready data models, transformations, and semantic layers in Snowflake.</li> <li>Contribute to data quality checks, validation logic, and usability standards for downstream analytics and AI use cases.</li> <li>Develop and apply statistical, predictive, and machine-learning techniques to business problems.</li> <li>Build and evaluate features, models, and analytical prototypes using Python, SQL, and Snowflake-native capabilities.</li> <li>Partner with internal teams or vendors to operationalize models and AI-driven insights into reports, dashboards, or lightweight applications.</li> <li>Support GenAI and retrieval-augmented (RAG) by preparing high-quality data, defining guardrails, and validating outputs for business use.</li> <li>Work directly with business stakeholders to translate business questions into analytical approaches.</li> <li>Communicate results to technical and non-technical audiences through visuals, summaries, and working prototypes.</li> <li>Follow standards for version control, documentation, and reproducibility.</li> <li>Contribute to data governance practices related to lineage, access controls, and responsible AI use.</li> <li>Coordinate with vendors and internal teams to ensure deliverables meet quality and business expectations</li> </ul> <p><strong>Qualifications</strong></p> <ul> <li>5–7 years of experience in analytics engineering, advanced analytics, data science, or a closely related role.</li> <li>Strong proficiency in Python and SQL, with experience building analytical workflows and models.</li> <li>Hands-on experience working with Snowflake as an analytics platform.</li> <li>Experience developing predictive or statistical models and translating results into business insights.</li> <li>Comfort working closely with business partners to define problems, scope solutions, and deliver actionable outcomes.</li> <li>Working knowledge of data governance, security concepts, and responsible data use.</li> <li>Proven ability to collaboratively move analytical prototypes into repeatable, production-supported solutions.</li> </ul> <p><strong>Preferred Skills and Experience:</strong></p> <ul> <li>Experience in homebuilding, construction, real estate, manufacturing, or related industries.</li> <li>Exposure to GenAI or RAG-style analytics applications.</li> <li>Familiarity with Snowflake-native advanced analytics or AI capabilities.</li> <li>Experience collaborating with vendors or external partners on analytics or AI initiatives.</li> </ul>