Senior Data Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Data Scientist (AI): Developing and applying statistical and machine learning models to transform large datasets into actionable product insights with an accent on consumer behavior analysis and predictive modeling. Focus on building robust data pipelines, prototyping algorithmic implementations, and driving business strategy through experimentation and AI-driven tools.
Location: Must be based in San Francisco, CA (4 days in-office, 1 day remote)
Salary: $215,000–$220,000
Company
is a music distribution marketplace empowering independent artists to grow their careers while maintaining ownership of their master recordings.
What you will do
- Collaborate with Music, Product, and Engineering teams to develop predictive models from structured and unstructured data.
- Apply machine learning techniques such as logistic regression, random forests, and k-means to optimize marketing and target demographics.
- Prototype algorithmic implementations and validate efficacy through rigorous experimental design.
- Build and optimize data pipelines and feedback loops to support business decision-making.
- Develop in-house tools for processing large datasets and ensure data integrity.
- Research new data sources and build proof-of-concepts to enhance artist-facing capabilities.
Requirements
- Masters degree in Statistics, Econometrics, or related field.
- Minimum 1 year of professional experience as a Data Scientist or related role.
- At least 3 years of experience operating at a senior/lead level on a product team.
- Proficiency in Python, SQL, and experimentation frameworks.
- Experience with machine learning techniques including logistic regression, decision trees, and random forests.
- Hands-on experience with AI tools for prototyping and research.
Culture & Benefits
- Competitive compensation package including salary, bonus, and stock options.
- Comprehensive benefits including 401(k) matching.
- Opportunity to work at the intersection of music, technology, and creative advertising.
- Collaborative environment with a team of experienced professionals from top-tier tech and media companies.
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