2 месяца назад
AI Research Engineer, Pre-Training
250 000 - 300 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI Research Engineer, Pre-Training (AI/deep learning systems): Building and deploying foundation models for markets with an accent on large-scale model training, GPU systems, and collaboration with researchers. Focus on developing kernels, optimizing data loading and parallelism, improving networking and fault tolerance, and co-designing models for market prediction.
Location: London, United Kingdom or New York, NY, United States
Salary: $250,000–$300,000 base per year, plus discretionary performance-based bonuses and benefits.
Company
applies scientific methods and sophisticated computing infrastructure to algorithmic trading and develops foundation models for markets.
What you will do
- Improve large-scale pre-training systems for foundation models that process market and alternative data.
- Develop and optimize kernels using technologies such as CUDA, Triton, Pallas, and CuTe DSL.
- Improve training data loading, parallelism, networking, and fault tolerance.
- Develop lower-level components with PyTorch, JAX, XLA, CUDA Graphs, and related systems.
- Collaborate with researchers to co-design models and shape the research agenda.
- Optimize the use of large GPU clusters to maximize the impact of model training on trading.
Requirements
- Strong engineering skills in GPU systems, deep learning infrastructure, or related low-level technologies.
- At least two years of professional experience building deep learning systems.
- Experience with one or more of CUDA, Triton, Pallas, CuTe DSL, PyTorch, JAX, XLA, CUDA Graphs, FPGA, or ASIC development.
- Ability to translate methods between different application domains.
Nice to have
- Experience with large language models.
- Experience building deep learning systems in robotics, biology, chemistry, physics, audio, video, recommendations, or another domain.
- Finance experience is not required.
Culture & Benefits
- Scientific, research-driven approach to algorithmic trading.
- Access to a sophisticated computing environment with multiple modern GPU clusters.
- Openness, transparency, and collaboration across diverse areas of expertise.
- Competitive benefits package and performance-based bonuses.
- AI tools are prohibited during interviews or assessments unless explicitly authorized.
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