10 часов назад
Machine Learning Researcher (Fintech)
200 000 - 300 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Researcher (Python/PyTorch/TensorFlow): Developing and researching deep learning models, predictive features, and optimization methods for quantitative trading and global financial markets with an accent on empirical research, rapid prototyping, and production impact. Focus on designing novel architectures, translating advanced research across application domains, and building models that influence execution strategies and P&L.
Location: New York, United States
Salary: $200,000–$300,000 per year, excluding bonuses, benefits, and other compensation.
Company
is a quantitative trading firm using advanced models and infrastructure to provide liquidity to global financial markets.
What you will do
- Investigate, evaluate, and prototype algorithmic solutions using machine learning and deep learning techniques.
- Develop deep learning models for forecasting, feature engineering, and optimization challenges that affect trading performance.
- Conduct empirical machine learning research and rapidly iterate on novel architectures using Python, PyTorch, and TensorFlow.
- Apply mathematical and logical reasoning to adapt research methods across application areas and financial market problems.
- Collaborate with quantitative traders, researchers, and developers to turn market insights into data features and predictive models.
Requirements
- At least 2 years of applied experience developing deep learning solutions across diverse fields.
- Proven ability to apply machine learning methodologies across different problem domains.
- Strong production mindset focused on measurable business outcomes and bottom-line value.
- Advanced programming expertise with Python and contemporary deep learning frameworks, including core PyTorch or JAX development.
- Ability to work collaboratively with researchers, developers, and traders on cross-functional projects.
Nice to have
- Experience with reinforcement learning.
- Production experience with C++.
Culture & Benefits
- Results-oriented and agile working environment.
- Opportunities to pursue intellectually challenging research with direct business impact.
- Collaborative work across quantitative trading, research, and development teams.
- Equal opportunity workplace committed to diversity and inclusion.
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