about 5 hours ago
Remote, United StatesSenior / Staff+
H1B Sponsor
Responsibilities
- Define the architecture and contracts for model deployment from development to production.
- Lead the buildout of a unified serving stack for ML models.
- Architect backfill and evaluation infrastructure for historical data simulation.
- Establish domain contracts between Modeling and Serving teams.
- Review and evolve the ML serving architecture.
- Write and review code for feature engineering and serving service endpoints.
- Partner with Data Science and engineering teams to define integration contracts.
- Drive milestone planning and mentor engineers through design reviews.
Requirements
- 12+ years in backend or platform engineering with experience in production ML systems.
- Strong programming skills in Java, Kotlin, Scala, and/or Python.
- Deep understanding of ML systems design and data-intensive infrastructure.
- Experience with high-scale batch and real-time data pipelines.
- Expertise in architectural patterns of large applications.
- Proven ability to lead cross-team technical initiatives.