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Описание вакансии
Текст:
TL;DR
Data Scientist (AI): Building production-grade analytics models and dashboards for an AI inference platform with an accent on metric design, data transformation, and cross-functional decision support. Focus on designing medallion data architectures, developing forecasts and experiments, and translating complex analyses into recommendations for product and business leaders.
Location: San Francisco, United States; hybrid
Salary: $185,000–$260,000 per year, plus equity
Company
Baseten provides inference infrastructure, applied AI research, and developer tooling that help AI companies bring machine learning models into production.
What you will do
- Build and maintain production-grade models and dashboards across multiple business functions.
- Define and instrument metrics for capacity, availability, ROI, product adoption, revenue, and costs.
- Ingest and transform raw data using dbt, Airbyte, and Databricks.
- Partner with Engineering, Finance, Marketing, and Sales to translate business goals into data solutions.
- Analyze product, operational, and commercial data to identify opportunities and inform product and go-to-market priorities.
- Present findings and recommendations to technical and nontechnical stakeholders, including company leaders.
Requirements
- 5+ years of experience in analytics, business intelligence, or data engineering.
- Strong SQL skills, including complex queries for data transformation and analysis.
- Experience designing medallion data architectures with raw, conformed, and business-ready models, testing, documentation, and lineage.
- Excellent communication skills and a collaborative approach to cross-functional work.
- Ability to explain complex analyses and make clear recommendations to technical and business audiences.
Nice to have
- Experience with AI infrastructure, developer platforms, or inference.
- Forecasting expertise with ARIMA, Prophet, or comparable time-series methods, including backtesting, error analysis, and scenario planning.
- Knowledge of model-serving and training workflows and infrastructure metrics affecting performance and cost.
- Experience with experimentation, including test design, power analysis, and evaluating directional evidence.
Culture & Benefits
- Competitive compensation with meaningful equity.
- For U.S. employees: 100% coverage of medical, dental, and vision insurance for employees and dependents.
- Flexible paid time off and a company-wide winter break.
- Paid parental leave and a fertility and family-building stipend.
- For U.S. employees: company-facilitated 401(k).
- Exposure to a variety of machine learning startups and related learning opportunities.
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