Data Scientist (Music)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Data Scientist (Music/AI): Building and optimizing predictive models and algorithms to power customer identity, acquisition, and retention strategies for Music with an accent on subscriber segmentation and lifecycle management. Focus on developing propensity and causal inference models to measure incremental impact and optimize growth campaigns.
Location: Must be based in the USA (Culver City, Sunnyvale, San Francisco, or Seattle)
Salary: $136,000 – $212,800 per year
Company
Music's DISCO team focuses on accelerating customer growth through data-driven insights and predictive modeling to empower product teams.
What you will do
- Lead the research and development of models powering customer identity, acquisition, and retention strategies.
- Partner with Marketing and Growth leadership to develop science-driven business strategies and subscriber segmentation.
- Build predictive models, including propensity, uplift, and causal inference models, to support targeted marketing initiatives.
- Collaborate with product, engineering, and marketing teams to evaluate growth campaigns through rigorous experimentation.
- Analyze experiment results and provide data-driven recommendations to optimize subscriber outcomes.
- Define and validate success and guardrail metrics for identity and growth programs.
Requirements
- Must be based in the USA (locations: Culver City, Sunnyvale, San Francisco, or Seattle).
- 2+ years of experience as a Data Scientist.
- 3+ years of experience with SQL, Python, or other statistical/mathematical software.
- 3+ years of experience in machine learning and statistical modeling techniques.
- 1+ years of experience working with or evaluating AI systems.
- Bachelor's degree with 5+ years of relevant experience OR Master's degree with 2+ years of relevant experience.
Nice to have
- Master's degree in a STEM field.
- Experience in a ML or data scientist role within a large technology company.
- Experience creating benchmarks for assessing GenAI model performance.
- Strong ability to communicate complex concepts through written and verbal communication.
Culture & Benefits
- Comprehensive health insurance including medical, dental, vision, and prescription coverage.
- Financial package including sign-on payments, 401(k) matching, and Restricted Stock Units (RSUs).
- Paid time off and parental leave.
- Mental health support, EAP, and medical advice line.
- Inclusive culture with support for workplace accommodations.
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