What are the responsibilities and job description for the Principal Data Scientist - Foundational Models position at Windfall Data, Inc.?
At Windfall, we leverage data-driven insights to help organizations achieve their goals, from non-profits boosting their fundraising efforts to commercial companies improving their marketing ROI. We are looking for a seasoned Principal Data Scientist to play a pivotal role in developing and scaling our foundational predictive models, such as household net worth and investable assets. This is a highly impactful role where you will influence the core of our data product offerings and collaborate with cross-functional teams to maintain the highest standards of model performance.
We’re on a mission to change how organizations perceive and use people data - and we hold true to Windfall’s core values : (1) Be an excellent communicator; (2) Operate with transparency; (3) Provide leverage, not optimization; (4) Make a difference every day; and (5) Act with integrity and trust. If you are a driven, detail-oriented data scientist with experience in model risk management (OCC standards), who thrives on building and deploying complex machine learning models at scale, we’d love to hear from you.
Are you the right candidate for this opportunity Make sure to read the full description below.
Responsibilities :
- Model Training & Deployment : Lead the training and production deployment of Windfall’s foundational models, focusing on predicting key financial metrics like household net worth and investable assets.
- Model Performance Analysis : Analyze and monitor the performance of machine learning models, ensuring they meet business goals and adhere to model risk management standards.
- Documentation & Communication : Document modeling processes with a high level of rigor and transparency. Effectively communicate key performance metrics and model insights to business stakeholders, ensuring clarity and alignment.
- Model Risk Management : Ensure compliance with OCC Model Risk Management standards, implementing processes for model validation, testing, and monitoring.
- Data Handling : Work with large, disparate sources of data to build robust and stable models that are resilient in real-world applications.
- Cross-Functional Collaboration : Partner closely with engineers, analysts, and business stakeholders to design and implement models that deliver actionable insights and drive business outcomes.
Requirements :
Preferred Qualifications :
Additional Information :
The range displayed on each job posting reflects the minimum and maximum target for new hire salaries for the position across California. Within the range, individual pay is determined by work location and additional factors, including job-related skills, experience, and relevant education or training. We also offer a comprehensive benefits package, which you can explore on our careers site.
California : Salary range is $225K - $350K which will include a bonus component
About Windfall
Windfall is a people intelligence and AI company that gives go-to-market teams actionable insights. By democratizing access to people data, organizations can intelligently prioritize go-to-market resources to drive greater business outcomes. Powered by best-in-class machine learning and propensity modeling, Windfall activates insights into workflows that engage the right people for each respective organization. More than 850 data-driven organizations use Windfall to power their business.
We comply with CCPA. For more information on how we comply, review our privacy notice.
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Salary : $225,000 - $350,000
