3 часа назад
Senior Algorithm Engineer-ML Inference and Data Systems
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Algorithm Engineer-ML Inference and Data Systems (Python/ML Infrastructure): Building and optimizing large-scale ML inference, streaming, and data processing systems for production workloads with an accent on high-throughput model inference, distributed systems, and performance optimization. Focus on designing scalable preprocessing pipelines, driving architecture for production ML systems, and improving reliability across distributed inference infrastructure.
Location: Hybrid in Ramat Gan, Israel
Company
develops technologies for accident prevention and semi- and fully autonomous vehicles.
What you will do
- Design and optimize algorithms and pipelines for large-scale model inference.
- Build scalable, high-throughput data processing and streaming systems.
- Develop data transformation and preprocessing components for machine learning workloads.
- Improve performance, efficiency, and reliability across distributed inference systems.
- Collaborate with machine learning researchers, infrastructure, and platform teams.
- Drive architectural decisions for production ML and data systems.
Requirements
- 5+ years of experience in algorithm engineering, ML infrastructure, or data systems.
- Strong programming skills in Python.
- Hands-on experience with Spark, Polars, Pandas, DuckDB, and AWS.
- Strong understanding of distributed systems, scalability, and performance optimization.
- Experience building or supporting production ML inference pipelines.
- Strong system design and architecture skills.
Culture & Benefits
- Work in a hybrid R&D environment focused on algorithms and production machine learning.
- Collaborate across research, infrastructure, and platform disciplines.
- Contribute to technologies supporting safer and more autonomous driving.
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