Data Engineer

🕒 March 18

🏢🏡 San Francisco – Hybrid

💵 $180k - $250k / year

⏰ Full Time

🟡 Mid-level

🟠 Senior

🚰 Data Engineer

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Baseten

WebsiteLinkedInAll Job Openings

11 - 50 employees

Founded 2020

🤖 Artificial Intelligence

☁️ SaaS

🏢 Enterprise

💰 $8M Seed Round on 2022-04

Artificial Intelligence • SaaS • Enterprise

Baseten is a company that provides fast, scalable model inference services, designed for performance, security, and a delightful developer experience. They offer tools to streamline the entire development process, enabling high-throughput inference and fast deployment times. Baseten caters to enterprise companies by delivering robust, secure, and scalable model serving solutions, particularly useful for machine learning and AI model deployment. Their solutions allow organizations to efficiently manage model infrastructure while focusing on creating domain-specific models. Baseten supports open-source model packaging and offers autoscaling features to handle varying demand efficiently.

📋 Description

• Design and maintain core data models and semantic layers • Develop and orchestrate batch and streaming data pipelines using technologies such as Apache Beam, Kafka, Airflow, or similar frameworks • Analyze inference and infrastructure telemetry, including data from OpenTelemetry, Grafana, and other observability tools • Define and maintain company-wide metrics across product usage, performance, and customer lifecycle • Enable self-service analytics through agents and tools, with well-structured semantic layers and context • Ensure data reliability and quality through testing, documentation, and governance

🎯 Requirements

• Understanding of inference metrics such as latency, throughput, token usage, and model performance • Experience supporting B2B SaaS and/or consumption-based platforms • Application of forecasting and predictive modeling (e.g., ARIMA, Prophet) to business processes

🏖️ Benefits

• Competitive compensation, including meaningful equity. • 100% coverage of medical, dental, and vision insurance for employee and dependents • Generous PTO policy including company wide Winter Break (our offices are closed from Christmas Eve to New Year's Day!) • Paid parental leave • Company-facilitated 401(k) • Exposure to a variety of ML startups, offering unparalleled learning and networking opportunities.