Point

Point

Point is a leading home equity platform that offers homeowners up to $500k through Home Equity Investments (HEI) with no monthly payments. By buying a fraction of properties, Point empowers homeowners to access the wealth locked in their home equity. W...

Real Estate
251-1K
Founded 2015
$169M raised

Description

  • Design, train, and deploy machine learning models for marketing, forecasting, and operational use cases.
  • Monitor model performance, detect drift or deterioration, and help implement corrective actions.
  • Develop time-series forecasts and performance dashboards that support business decision-making.
  • Clean, transform, and maintain structured datasets for analytics and modeling.
  • Partner with marketing, product, and business teams to translate requirements into data-driven solutions.
  • Produce documentation for models, data pipelines, and related processes.
  • Communicate insights and findings to both technical and non-technical stakeholders.
  • Perform advanced analytics work such as root-cause analysis, trend identification, and business projections.

Requirements

  • 4–5 years of hands-on experience in data science, applied statistics, or machine learning; internships and projects count.
  • Familiarity with AI toolkits such as Claude, Gemini, or similar.
  • Strong Python skills, including Pandas, NumPy, and scikit-learn; PyTorch or TensorFlow is a plus.
  • Experience with SQL for data extraction and transformation.
  • Experience with core machine learning workflows, including preprocessing, feature engineering, model training, validation, and monitoring.
  • Understanding of data visualization tools such as Tableau, Power BI, Matplotlib, or Seaborn.
  • Strong Excel skills.
  • Bachelor’s degree in Computer Science, Statistics, Mathematics, Economics, or a related field; master’s degree is a plus.
  • Advanced knowledge of AI tools.
  • Preferred experience with BI dashboarding tools such as Sigma or Tableau.
  • Curiosity and eagerness to learn, especially in model monitoring, forecasting, and marketing analytics.
  • Excellent problem-solving and communication skills.
  • Must reside in one of Point’s approved U.S. states of operation.

Benefits

  • Comprehensive medical, dental, and vision coverage with FSA and HSA options.
  • Unlimited paid time off plus 10 company holidays.
  • Flexible remote work, with optional in-person work at the Palo Alto HQ.
  • Fully paid parental leave, including supplemental pay and transition time.
  • Meaningful equity in the company.
  • 401(k) retirement plan plus life insurance and short- and long-term disability coverage.
  • Monthly internet and mobile stipends, wellness perks, home office reimbursement, and company-provided equipment.

Interested in this position?

Apply directly on the company website

Apply Now

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