10 дней назад
Machine Learning Systems Engineer: Distributed Training (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Systems Engineer: Distributed Training (AI): Building and optimizing distributed training infrastructure and tooling for large-scale machine learning runs with an accent on hardware efficiency, profiling, and system-level optimization. Focus on enabling researchers to distribute training jobs effectively, improving resource utilization, and maintaining high-performance systems.
Location: Bala Cynwyd (Philadelphia Area), Pennsylvania, United States; onsite
Company
is a quantitative trading firm combining machine learning, advanced quantitative research, and software engineering to develop systematic trading strategies.
What you will do
- Collaborate with researchers to develop systems-efficient machine learning models and architectures.
- Apply distributed training techniques to improve hardware efficiency during large-scale training runs.
- Create tooling that helps researchers distribute training jobs more effectively.
- Profile and optimize training runs and distributed computing environments.
- Analyze system implementations to improve performance and maintainability.
Requirements
- Experience with large-scale machine learning training pipelines and distributed training frameworks.
- Strong software engineering skills in Python.
- Interest in understanding systems fundamentals and improving implementation performance.
- Experience using profiling, benchmarking, and system-level optimizations to improve resource efficiency across distributed computing environments.
- Ability to work onsite in Bala Cynwyd, Pennsylvania.
Culture & Benefits
- Work in a collaborative environment involving researchers, engineers, and traders.
- Contribute to machine learning research and experimentation at scale.
- Build systems from the ground up using high-performance technology.
- Work on complex problems involving quantitative research and global financial markets.
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