51 минуту назад
Data Infrastructure Engineer (AI)
160 000 - 230 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Infrastructure Engineer (AI): Building and maintaining the core data interface and pipelines for neural network-driven networking systems with an accent on schema design, versioning, and high-performance data serving. Focus on creating scalable infrastructure for training, evaluation, and real-time inference using Kafka, Postgres, and Clickhouse.
Location: On-site in San Francisco
Salary: $160,000 - $230,000
Company
is building an autonomous, neural network-driven system to unify and optimize raw computer networks.
What you will do
- Design and implement a unified Models API for accessing training, evaluation, and deployment data.
- Build scalable pipelines for ingesting, transforming, and serving petabytes of data using Kafka, Postgres, and Clickhouse.
- Ensure backwards compatibility and feature versioning across evolving data schemas.
- Create CI/CD workflows to evolve the API in lockstep with underlying data changes.
- Collaborate with modelers to design reproducible, debuggable, and high-performance training pipelines.
- Own performance across key endpoints to meet real-time serving constraints.
Requirements
- Experience designing large-scale data infrastructure across batch and streaming modes.
- Deep understanding of schema design, versioning, and data quality.
- Ability to build systems that are simple to use and robust.
- Experience partnering closely with research or modeling teams.
- Thrive in early-stage environments and building from scratch.
- Must be able to work on-site in San Francisco.
Culture & Benefits
- Medical, dental, and vision coverage for you and your dependents.
- 401k with traditional and Roth options.
- Annual memberships to One Medical, Headspace, and Wellhub.
- Flexible time off and parental leave.
- Commuter benefits and daily onsite meals.
- Equity in the company.
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