What are the responsibilities and job description for the Data Science Associate position at Jobright.ai?
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Job Summary:
AscentDS is a leading private lending and institutional debt platform offering customized financing solutions to top-tier single- and multi-family developers and investors. The Data Science Associate will consult with various leaders in the business to track company and competitor performance, solve business problems using data, and influence investments in data while mentoring junior analysts.
Responsibilities:
• Take the lead in building predictive models including potential borrowers, defaults, and quality/valuations of properties for potential lending activities.
• Identify new business opportunities through tracking competitor trends and keeping management aware of developer lending market trends and insights.
• Support the team with ongoing research of machine learning and artificial intelligence trends.
• Develop methods for evaluating and selecting large language models (LLMs) for deployment.
• Analyze social networks for trends and insights working with Graph data.
• Assist in fostering a culture of test & learn within the company.
• Serve as analytics consultant to a broad variety of line-of-business teams.
• Partner with technology teams on product changes and impacts on data/performance.
• Mentor junior analysts on various data science techniques.
Qualifications:
Required:
• Analytics experience in residential real estate (SFR/MFR), mortgage, or banking required.
• Bachelor’s degree in a quantitative field.
• 5-7 years of experience in analytical or consulting roles.
• Strong data science skills, especially in SQL and with AI/ML related Python libraries such as PyTorch, TensorFlow, MatPlotLib, Pycaret, and Keras. Conceptual knowledge of LLM’s.
• Strong knowledge of statistics, hypothesis testing, and setting up experiments.
• Visibility to data visualization tools such as PowerBI or Tableau.
• Must have deployed several models to production.
• Exposure to data engineering skills.
• Strong communication and partnership skills, effective cross-department collaboration skills.
• Self-starter who can work under limited supervision.
• Mentoring skills to help develop junior analysts.
Company:
AscentDS is a leading private lending and institutional debt platform offering customized financing solutions to top-tier single- and multi-family developers and investors. Founded in 2024, the company is headquartered in Los Angeles, California, US, with a team of 51-200 employees. The company is currently Growth Stage.