Staff Data Scientist at Windfall

San Francisco, California, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

AI, Data ScienceIndustries

Requirements

8+ years of professional industry experience in data science
Deep, expert-level knowledge of machine learning theory and its practical application
Mastery of Python and its data science ecosystem
Expert-level SQL skills
A strategic, product-driven mindset
Hands-on experience with the engineering aspects of data science, including proficiency with Docker
Eligible to work within the United States

Responsibilities

Architect and Own Modeling Solutions
Synthesize Diverse Datasets
Build for Scale
Innovate and strategize
Communicate with Impact

Skills

Key technologies and capabilities for this role

Machine LearningModel BuildingData ModelingData PipelinesFeature EngineeringPythonSQLDeep LearningStatistical ModelingProblem-Solving

Questions & Answers

Common questions about this position

What experience level is required for the Staff Data Scientist role?

The role requires 8+ years of professional industry experience in data science, with a proven track record of leading complex machine learning projects from conception to completion.

What technical skills are essential for this position?

Candidates need mastery of Python and its data science ecosystem, expert-level SQL skills for optimized queries on large-scale datasets, and deep knowledge of machine learning including classification, regression, and feature engineering.

Is the salary or compensation specified for this role?

This information is not specified in the job description.

What is the work arrangement or location policy for this position?

This information is not specified in the job description.

What makes a strong candidate for this Staff Data Scientist role?

A strong candidate has a strategic, product-driven mindset with experience influencing product roadmaps, hands-on engineering skills like proficiency with Docker, and the ability to communicate model impacts to technical and non-technical stakeholders.

Windfall

Provides people insights for customer engagement

About Windfall

Windfall provides insights that help organizations identify and engage potential customers across various industries, including retail, travel, finance, education, healthcare, and nonprofits. Its platform uses a wide range of data attributes and intent signals to help businesses understand key customer segments and uncover opportunities for targeted outreach. Clients can access the platform through a subscription model, which includes tools for measuring the effectiveness of their marketing campaigns. Windfall differentiates itself by offering tailored solutions for different roles within organizations, ensuring that clients can maximize their marketing efforts and drive revenue growth. The goal of Windfall is to help businesses achieve quick results and significant growth by providing accurate and meaningful insights.

Carlisle, MassachusettsHeadquarters

2016Year Founded

$30.3MTotal Funding

SERIES_ACompany Stage

Data & Analytics, Enterprise SoftwareIndustries

51-200Employees

Benefits

Medical, dental, and vision

Retirement benefits

Commuter benefits

Long-term disability and life

Paid time off

Paid sick and volunteer days

Paid parental leave

Floating holidays

Stock options

Fully-stocked kitchen

Pet-friendly office

Remote-enabled

Risks

Emerging data analytics startups pose a threat to Windfall's market share.

Privacy concerns and regulatory scrutiny may impact Windfall's data collection practices.

Economic downturns could lead to reduced client spending on data analytics services.

Differentiation

Windfall offers weekly refreshed consumer financial data for precise customer insights.

The platform integrates with major systems like Microsoft Dynamics and Shopify for seamless workflows.

Windfall's solutions are tailored for diverse industries, enhancing targeted advertising and engagement.

Upsides

Growing demand for data-driven marketing boosts Windfall's market potential.

Increased interest in wealth intelligence aids Windfall's expansion in nonprofit sectors.

Rising CRM integrations enhance Windfall's value in personalized marketing efforts.

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