4 дня назад
Machine Learning Researcher - PhD: 2027
300 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Researcher - PhD: 2027 (Deep Learning/Algorithmic Trading): Researching and deploying deep learning models that generate systematic trading signals across asset classes with an accent on time series analysis, predictive modeling, and production-ready machine learning. Focus on designing rigorous experiments, extracting signals from complex financial datasets, and translating research into models for live trading environments.
Location: New York, New York; onsite
Annual base pay: $300,000
Company
is a quantitative trading firm using machine learning, advanced quantitative research, and large financial datasets to develop systematic trading strategies.
What you will do
- Research and develop deep learning models that generate and enhance systematic trading signals across asset classes.
- Collaborate with researchers, traders, developers, and engineering teams to improve alpha generation and identify algorithmic trading strategies.
- Design rigorous experiments using modern machine learning frameworks to improve predictive signals and trading performance.
- Apply scientific methods to extract actionable signals from complex datasets and analyze market behavior.
- Translate research insights into production-ready models for testing, validation, and live trading.
- Deploy, monitor, and iterate on models that support trading decisions and execution outcomes.
Requirements
- PhD in computer science, machine learning, mathematics, physics, statistics, or a related field.
- 5+ years of experience building impactful deep learning systems in academic or industry settings.
- Strong publication record in top-tier conferences such as NeurIPS, ICML, or ICLR.
- Strong programming skills in Python and/or C++, plus practical experience with PyTorch or TensorFlow.
- Hands-on experience applying deep learning to time series data and a strong foundation in mathematics, statistics, and algorithm design.
- Demonstrated problem-solving, research, and collaboration skills. Visa sponsorship is available.
Culture & Benefits
- Work with researchers, engineers, and traders in a collaborative, intellectually rigorous environment.
- Access best-in-class financial data and high-performance computing resources.
- Directly influence real-time trading performance through research and model development.
- Work within a firm with a global footprint and focus on scientific rigor, curiosity, and innovation.
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 →
Похожие вакансии
6 дней назад
Staff Data Scientist (AI/ML)
170 000 - 248 000$
4 часа назад
AI Researcher (Fintech)
200 000 - 300 000$
5 дней назад
Staff Machine Learning Engineer (Generative AI)
229 000 - 343 000$
8 часов назад
Software Engineer II (Machine Learning)
CrowdStrike
5 дней назад
Sr. Data Scientist, Applied AI/ML
140 000 - 215 000$
5 часов назад
Execution Quantitative Researcher (Fintech)
125 000 - 250 000$