5 дней назад
AI/ML Research Intern (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI/ML Research Intern (AI): Designing large-scale deep learning models and improving data pipelines for forecasting, language modeling, computer vision, reinforcement learning, graph neural networks, and telemetry data with an accent on machine learning research and applied AI. Focus on training large models, developing LLMs, forecasting time series, and applying deep learning to sensor data and intelligent-device metrics.
Location: Montreal, Canada
Company
is a diversified trading firm that combines sophisticated technology and quantitative research to trade multiple asset classes and develop strategies including cryptoassets.
What you will do
- Design and implement large-scale deep learning models for computer vision, reinforcement learning, graph neural networks, and related domains.
- Collaborate with technologists, quantitative researchers, traders, and other researchers to solve challenging AI and machine learning problems.
- Improve data and data pipelines used for research and business applications.
- Develop time series forecasting solutions.
- Apply deep learning methods to telemetry data, including sensor data and metrics from intelligent devices.
- Contribute to projects that may include forecasting problems and large language model development.
Requirements
- Pursuing a master’s or preferably PhD in a technical discipline focused on machine learning, deep learning, or NLP.
- Expected graduation between December 2027 and June 2028.
- Expertise in deep learning, machine learning, and statistics.
- Demonstrated experience training large models and programming in Python.
- Knowledge of TensorFlow, PyTorch, Keras, and scikit-learn, plus scripting experience.
- Strong communication skills and a positive, team-oriented attitude.
Nice to have
- Software engineering best practices, including agile methods, version control, experiment tracking, and code review.
- Publications in relevant conferences and journals.
Culture & Benefits
- Meaningful, challenging projects advised by a software engineer.
- Mentorship with an experienced professional, including discussions about goals, challenges, and development.
- Educational, social, and team-building activities throughout the summer.
- Fully furnished apartments located close to the office.
- Training through an options course focused on how technology is used in trading.
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