SeniorFull TimeEN
At 8020REI, you'll play a key role in shaping the future of data analytics for the real estate investment and home services industries. You'll have the opportunity to lead data initiatives, work with cutting-edge technologies, and collaborate with a dynamic team passionate about innovation and results.
Lead with Innovation: We optimize everything, consistently pushing for innovation. If there's an opportunity to improve, that's how we roll.
We've Got Your Back: We lighten the load, do more with less, and inspire long-term partnerships with an unbeatable "wow" factor.
Our Word is Our Bond: We honor our promises, hold ourselves accountable, and do the right thing even when nobody's looking.
We Are Limitless: On an individual level, we are intrinsically motivated, take ownership of our performance, and never stop striving for growth.
Bring Your A-Game: We prioritize self-care and putting family first, which ensures we can consistently show up as All-stars for our team and clients.
We are looking for a Senior Builder Data Scientist to lead the evolution of our data science function and ship production-ready machine learning solutions with measurable business impact. This is a builder role, which means you don't just analyze and recommend, you design, deploy, and own what gets built. You combine strong technical expertise in AI, Python, PySpark, and statistical modeling with the leadership skills to guide and mentor a growing team.
Your work will focus on deploying predictive models, automating internal processes, and uncovering opportunities across key verticals, including property valuation, deal qualification, and data quality. You'll collaborate cross-functionally, present confidently to senior stakeholders, and bring strategic clarity and technical depth to every stage of the data science lifecycle.
We expect you to work with AI the same way you work with data: as a core part of how you think, build, and solve problems. At 8020REI, AI is part of our daily workflow, from research and feature engineering to code review and communication. We want someone who uses these tools to move faster, go deeper, and find better answers, not someone who adopts them because it's expected.
As Senior Builder Data Scientist, your core responsibilities will include, but not be limited to:
Lead the full development cycle of machine learning models, from prototyping and feature engineering to validation and deployment. You own the outcome, not just the process. That means shipping solutions that create measurable business impact and integrating AI tools to accelerate how you build.
Apply statistical techniques such as A/B testing and back-testing, especially in imbalanced classification problems where precision and recall are critical.
Support strategic initiatives such as identifying property undervaluation, automating processes, and developing predictive tools for new business verticals.
Translate complex findings into clear, actionable insights, delivering results to technical and non-technical audiences, including C-level stakeholders.
You are expected to propose what to build next, connecting data opportunities to business decisions, rather than just reporting what the data says.
Use AI tools, including code generation, analysis, and research assistants, as the primary way you build, debug, and deliver. AI is not a supplement to your workflow. It is how you work.
5+ years of experience delivering end-to-end machine learning solutions in production environments.
Bachelor's degree in Computer Science, Statistics, Mathematics, or a related field. A Master's degree is a plus.
Advanced Python skills, proficient with Pandas, NumPy, scikit-learn, and Jupyter.
Strong hands-on PySpark and distributed data processing.
Uses AI tools daily as a working habit, for coding, analysis, debugging, and decision-making, and keeps up with how these tools are changing.
Strong understanding of supervised/unsupervised learning, deep learning, and ensemble methods.
Solid grounding in statistics, with real-world experience in imbalanced datasets.
Skilled in SQL, familiar with NoSQL systems.
Experience building visualizations and BI tools.
Strong analytical thinking and problem-solving mindset.
Fluent in English, able to communicate assertively in technical and leadership contexts.
Confident presenter with experience addressing executives and cross-functional teams.
Experience with MLOps (MLflow, SageMaker, Vertex AI, etc.).
Familiarity with cloud platforms (AWS, GCP, Azure).
Exposure to causal inference, experimentation platforms, and AutoML frameworks.
Domain knowledge in real estate, finance, or applied industry analytics.
Comfortable with Git, CI/CD, and collaborative coding practices.
Our ability to harness data for predictive insights and automation is critical. As we expand into new verticals and deepen our reliance on machine learning for areas like property valuation and process optimization, shipping production-ready solutions with measurable business impact is paramount. We need a Senior Builder Data Scientist to lead this charge, deploying robust models, proposing what to build next, and shaping our data science function to directly drive strategic decisions and propel company growth.
Competitive Base Compensation
Performance Bonus
Flex PTO (up to 26 days per year)
Home Office Upgrade Bonus
Health Bonus
Full-time Remote Work
Opportunity for growth and team-building potential
Ongoing support and budget to develop new skills
We'd love to hear from you if you're a builder with a passion for data and a drive to ship high-impact solutions while scaling a high-performing team. Apply now and help us transform the real estate investment landscape!
Join us at 8020REI and contribute directly to revolutionizing the real estate investment landscape!
