Principal Data Scientist

2 days ago

San Francisco, United States Windfall Data, Inc. Full time

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.


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:
  • At least 8 years experience working directly with machine learning models.
  • Advanced proficiency in machine learning techniques and statistical modeling.
  • Expert in Python, with a strong track record of building, deploying, and maintaining machine learning models at scale.
  • Experience handling large, diverse datasets from multiple sources.
  • Impeccable attention to detail in both model development and result reporting.
  • Strong ability to communicate technical concepts and complex model outputs clearly and effectively to non-technical stakeholders.
Preferred Qualifications:
  • Advanced degree (Master’s or PhD) in Data Science, Machine Learning, Statistics, Computer Science, or related fields.
  • Experience specifically with predictive models for financial products (e.g., household net worth, investable assets, credit scoring).
  • Experience with OCC model risk management practices, and working within highly regulated environments.
  • Proven experience in putting large-scale machine learning models into production environments.
  • Understanding of financial regulations and compliance, particularly around model risk management standards (e.g., OCC regulations).
  • Familiarity with MLOps tools and processes to monitor and manage machine learning models in production.

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.

#J-18808-Ljbffr

  • Principal Data Scientist

    3 weeks ago

    San Francisco, California, United States DaVita Full time

    Job Title: Principal Data ScientistAt SoFi, we're shaping a brighter financial future with our members. We're a next-generation financial services company and national bank using innovative, mobile-first technology to help our millions of members reach their goals.We're seeking a Principal Data Scientist with strong engineering skills to lead the domain of...

  • Principal Data Scientist

    2 days ago

    San Francisco, United States Unreal Gigs Full time

    Introduction:Are you a master of data, with the ability to extract meaningful insights from the most complex datasets? Do you have the expertise to develop advanced models that not only solve challenging problems but also drive strategic decisions? If you’re a visionary data scientist who thrives on turning raw data into actionable intelligence, then our...

  • Principal Data Scientist

    4 weeks ago

    San Francisco, California, United States DaVita Full time

    About the RoleWe are seeking a highly skilled Principal Data Scientist to lead our decision science domain, including experimentation and causal methods. As a key member of our team, you will report directly to the VP of Data and drive high-impact work across multiple teams, divisions, and organizations.Key ResponsibilitiesServe as the technical lead and...

  • Principal Data Scientist

    2 days ago

    San Mateo, United States Snowflake Computing Full time

    The Product Data Science team is looking for a Principal Full-stack Data Scientist to come aboard and be part of some of the foundational areas at Snowflake. In this role, you will work closely with our Product and Engineering teams on core operations and data privacy, security, and governance domains. You will also work on long-running analytical...

  • Principal Data Scientist, Decision Science

    2 weeks ago

    San Francisco, California, United States Social Finance Ltd Full time

    Job SummaryWe are seeking a highly skilled Principal Data Scientist to lead our decision science domain, including experimentation and causal methods. As a key member of our team, you will be responsible for developing and implementing cutting-edge data science solutions that drive business growth and improve customer experiences.Key Responsibilities- Serve...

  • Principal Data Scientist with Strong Engineering Skills

    2 weeks ago

    San Francisco, California, United States Social Finance Ltd Full time

    Shape the Future of Financial ServicesAt Social Finance Ltd, we're on a mission to revolutionize the way people interact with personal finance. As a Principal Data Scientist with strong engineering skills, you'll play a critical role in shaping our decision science and experimentation domain.About the RoleWe're seeking a highly skilled professional to lead...

  • Principal Data Scientist

    3 days ago

    San Diego, United States MAXIMUS Full time

    Description & Requirements Maximus is seeking a Principal Data Scientist to collaborate with product design and engineering teams to develop an understanding of needs. The candidate will research and devise innovative statistical models for data analysis. In this role, you will communicate findings to all stakeholders. The Principal Data Scientist will...

  • Principal Scientist, Discovery Data Science

    1 month ago

    San Diego, California, United States Johnson & Johnson Full time

    Job Title: Principal Scientist, Discovery Data ScienceJohnson & Johnson Innovative Medicine is seeking a highly skilled Principal Scientist, Discovery Data Science to contribute to the advancement of Artificial Intelligence/Machine Learning (AI/ML) for Drug Discovery. The ideal candidate will have a strong background in data science, AI/ML, and computational...

  • Principal Applied Scientist, AGI Foundations

    2 months ago

    San Francisco, United States Amazon Full time

    Principal Applied Scientist, AGI FoundationsJob ID: 2673976 | Amazon.com Services LLCAs a Principal Scientist within Alexa, you are a trusted part of the technical leadership. You bring business and industry context to science and technology decisions. You set the standard for scientific excellence and make decisions that affect the way we build and...

  • Principal AI Scientist

    3 weeks ago

    San Francisco, California, United States U.S. Bank National Association Full time

    Job Title: Principal AI ScientistU.S. Bank National Association is seeking a highly skilled Principal AI Scientist to join our Enterprise Analytics and Artificial Intelligence (EAA) group. As a key member of our team, you will be responsible for developing and deploying AI and machine learning solutions to support our Payments business line.Key...

  • Principal Data Scientist

    3 days ago

    San Mateo, United States Snowflake Computing Full time

    Build the future of the AI Data Cloud. Join the Snowflake team. The Product Data Science team is looking for a Principal Full-stack Data Scientist to come aboard and be part of some of the foundational areas at Snowflake. In this role, you will work closely with our Product and Engineering teams on core operations and data privacy, security, and governance...

  • Principle Data Scientist

    1 month ago

    San Francisco, United States LHH Recruitment Solutions Full time

    Job DescriptionJob DescriptionPrinciple Data Scientist, San Francisco, CAWe are currently conducting interviews for a Principal Data Scientist to join our client's Ads Data Science team. This person will help shape the future of their advertising strategy for their products and services on a hybrid schedule onsite in San Francisco, CA.As a Principal Data...

  • Bioinformatics Principal Scientist

    6 days ago

    san francisco, United States Skills Alliance Full time

    About the Role: As a Bioinformatics Principal Scientist on our Computational Biology team, you will advance our genetic medicine technologies, enabling the discovery and development of new therapeutics. Working with a diverse team of cell biologists, protein and RNA engineers, computational scientists, molecular biologists, and translational biologists, you...

  • Bioinformatics Principal Scientist

    6 days ago

    san francisco, United States Skills Alliance Full time

    About the Role: As a Bioinformatics Principal Scientist on our Computational Biology team, you will advance our genetic medicine technologies, enabling the discovery and development of new therapeutics. Working with a diverse team of cell biologists, protein and RNA engineers, computational scientists, molecular biologists, and translational biologists, you...

  • Principal Data Scientist

    2 days ago

    San Mateo, United States Snowflake Full time

    Build the future of the AI Data Cloud. Join the Snowflake team. The Product Data Science team is looking for a Principal Full-stack Data Scientist to come aboard and be part of some of the foundational areas at Snowflake. In this role, you will work closely with our Product and Engineering teams on bringing insights to the massive amount of data. You will...

  • Principal Data Scientist

    2 days ago

    San Francisco, United States Capital One Full time

    Center 2 (19050), United States of America, McLean, VirginiaPrincipal Data Scientist - Emerging MLData is at the center of everything we do. As a startup, we disrupted the credit card industry by individually personalizing every credit card offer using statistical modeling and the relational database, cutting edge technology in 1988! Fast-forward a few...

  • Principal Data Scientist

    2 days ago

    San Francisco, United States Windfall Full time

    About Windfall 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...

  • Principal Data Scientist

    3 days ago

    San Francisco, United States Windfall Full time

    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...

  • Senior Principal Scientist, Data Analytics and Pharmacometric Modeling

    5 months ago

    San Francisco, United States Amgen Full time

    HOW MIGHT YOU DEFY IMAGINATION?If you feel like youre part of something bigger, its because you are. At Amgen, our shared missionto serve patientsdrives all that we do. It is key to our becoming one of the worlds leading biotechnology companies. We are global collaborators who achieve togetherresearching, manufacturing, and delivering ever-better products...

  • Data Scientist

    3 weeks ago

    San Francisco, California, United States UP Full time

    Job DescriptionAs the Lead Data Scientist at UP.Labs, you will play a key role in building new startups from scratch and creating practical outcomes from emerging technologies and accessible data.You will act as the principal domain expert and owner of data science for a technology venture, collaborating with our venture teams to drive both high-level and...