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Описание вакансии
Текст:
TL;DR
Data Engineer (AI): Building and scaling Baseten’s internal data platform for mission-critical inference with an accent on data models, pipelines, and analytics infrastructure. Focus on transforming raw product and business data into reliable datasets that power decision-making across various teams.
Location: Hybrid in San Francisco or New York, United States
Salary: $180,000–$250,000 per year, plus equity.
Company
Baseten builds applied AI infrastructure and developer tooling that help companies deploy mission-critical inference products.
What you will do
- Design and maintain core data models and semantic layers.
- Develop and orchestrate batch and streaming data pipelines using Apache Beam, Kafka, Airflow, or similar frameworks.
- Analyze inference and infrastructure telemetry from OpenTelemetry, Grafana, and other observability tools.
- Define and maintain company-wide metrics covering product usage, performance, and customer lifecycle.
- Enable self-service analytics through agents, tools, and well-structured semantic layers.
- Improve data reliability and quality through testing, documentation, and governance.
Requirements
- Experience with data engineering, data modeling, pipelines, and analytics infrastructure.
- Understanding of inference metrics such as latency, throughput, token usage, and model performance.
- Experience supporting B2B SaaS or consumption-based platforms.
- Ability to collaborate with Product, Engineering, Finance, Marketing, and Sales stakeholders.
Nice to have
- Experience applying forecasting and predictive modeling, such as ARIMA or Prophet, to business processes.
Culture & Benefits
- Competitive compensation with meaningful equity.
- U.S. employees and dependents receive full medical, dental, and vision insurance coverage.
- Flexible PTO and a company-wide Winter Break.
- Paid parental leave and a fertility and family-building stipend.
- Company-facilitated 401(k) for U.S. employees.
- Exposure to ML startups and opportunities for learning and networking.
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