6 дней назад
Machine Learning Systems Engineer: Data
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Systems Engineer: Data (AI/ML): Building reliable, high-performance data infrastructure and pipelines for large-scale AI research with an accent on scalability, reproducibility, and distributed computing. Focus on optimizing resource utilization, implementing low-latency high-throughput sampling, and translating research requirements into production-grade systems.
Location: Bala Cynwyd (Philadelphia Area), Pennsylvania, United States; onsite
Company
is a quantitative trading firm using research, technology, machine learning, and advanced quantitative methods to develop systematic trading strategies.
What you will do
- Design and implement high-performance data pipelines for large-scale datasets.
- Build reliable and reproducible data infrastructure for AI experimentation.
- Collaborate with researchers to turn evolving requirements into scalable, production-grade systems.
- Optimize resource utilization across distributed computing infrastructure through profiling, benchmarking, and systems-level improvements.
- Implement low-latency, high-throughput sampling for machine learning models.
Requirements
- Experience building and maintaining data pipelines and ETL systems at scale.
- Experience with large-scale machine learning infrastructure and training and inference workflows.
- Strong understanding of data management and processing practices.
- Knowledge of systems-level programming and performance optimization.
- Proficiency in Python software engineering.
- Understanding of AI/ML workloads, including data preprocessing, feature engineering, and model evaluation.
Culture & Benefits
- Collaborative environment combining researchers, engineers, and traders.
- Opportunity to build systems from the ground up for AI research and systematic trading.
- Work focused on scientific rigor, innovation, and solving complex problems with large datasets.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →