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Senior Data Scientist

šŸ”„ 11 hours ago

šŸ‡ŗšŸ‡ø United States – Remote

šŸ’µ $200k - $250k / year

ā° Full Time

🟠 Senior

šŸ“Š Data Scientist

šŸ‘» Ghost score 0%

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Logo of Angi

Angi

1001 - 5000 employees

Founded 1995

šŸŖ Marketplace

šŸ‘„ B2C

šŸ’° $30M Debt Financing - Angi on 2011-10

Marketplace • B2C

Angi is a consumer-facing online marketplace that helps homeowners find, compare, and hire local professionals for home improvement, maintenance, and repair projects. The platform lists many trades and services — including plumbing, electrical, roofing, landscaping, cleaning, remodeling, and more — provides ratings and pricing guides, offers an app, and allows service professionals to register and manage their businesses. It also publishes cost guides and project research to help homeowners plan jobs.

šŸ“‹ Description

• Improve agent conversation, qualification, and booking behavior through conversation design, prompting, and campaign logic • Build evaluation systems using automated conversation-trace checks, simulated conversations, and model-based evaluation • Establish experiment-design frameworks and practices for shipping decisions • Analyze real conversations to identify failures, create taxonomies, measure failure rates, and prioritize improvements • Develop predictive models for qualification, appointment quality, homeowner engagement, channel selection, and timing selection • Take models into production and maintain monitoring and testing • Collaborate with engineers, product managers, designers, and operations partners from ideation through deployment • Explore innovative approaches to complex business problems • Mentor junior team members and promote technical excellence and knowledge sharing

šŸŽÆ Requirements

• Master's or Ph.D. in a quantitative field (e.g., Computer Science, Statistics, Mathematics, or related fields), or equivalent practical experience • 4+ years of experience in data science and machine learning • Experience with non-deterministic systems such as LLM applications, conversational agents, or ranking and recommendation systems • Experience building ways to measure system quality • Expertise in statistical thinking and experiment design, including power and sample size, sequential and non-inferiority designs, and correlated data • Experience analyzing and categorizing large volumes of real customer interactions • Proven track record taking impactful work into production and maintaining production systems • Proficiency in SQL and Python • Experience with cloud ML solutions • Excellent communication skills and ability to convey complex technical concepts to non-technical stakeholders • Preferred: Experience with LLM applications in production, prompting, agent design, or evaluation tooling • Preferred: Experience with voice or telephony systems, including streaming speech recognition, turn taking, or call quality measurement • Preferred: Experience with workflow orchestration for long-running processes • Preferred: Background in home services, field service, or another operations-heavy marketplace • Must be legally authorized to work in the United States

šŸ–ļø Benefits

• Competitive year end performance bonus • Equity package • Full medical, dental, vision package • Flexible vacation policy • Pet discount plans • Retirement plan with company match (401K) • Opportunity to work with sharp, motivated teammates on unique challenges

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