Research Engineer, Pre-Training (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Research Engineer, Pre-Training (AI): Developing massive-scale foundation models for financial market prediction with an accent on fault-tolerant infrastructure and high-performance data pipelines. Focus on scaling training across thousands of GPUs/TPUs and designing custom kernels for maximum efficiency.
Location: Must be based in or able to work from New York, London, or Chicago
Salary: $300,000 - $350,000 USD
Company
Group is a quantitative research and trading firm that applies cutting-edge scientific research and technology to global financial markets.
What you will do
- Own and drive the entire pre-training stack for massive-scale foundation models.
- Build fault-tolerant infrastructure scaling across thousands of GPUs and TPUs with near-linear performance.
- Engineer high-throughput data pipelines streaming terabytes per second from global market data.
- Design custom kernels and pioneer cutting-edge approaches to mixed-precision training and model parallelism.
- Co-design novel architectures with researchers to fundamentally transform market prediction.
Requirements
- Track record of measurable performance improvements in large-scale distributed training (MFU, throughput, convergence).
- Published research in efficient training methods, scaling laws, or ML systems.
- Background in numerical computing, HPC, or distributed systems (NVLink, InfiniBand, Kubernetes/Slurm).
- Expertise in Python and deep experience with PyTorch and/or JAX.
- Advanced degree (MS or PhD) in Computer Science, Machine Learning, Physics, Mathematics, or equivalent frontier lab experience.
- Reliable and predictable availability to work in New York, London, or Chicago.
Nice to have
- Expertise in CUDA kernel development, Triton, Pallas, CuTe DSLs, or XLA optimization.
- Knowledge of reinforcement learning, post-training, or fine-tuning techniques.
- Familiarity with financial markets or trading.
Culture & Benefits
- Competitive base salary with discretionary bonus eligibility.
- Comprehensive medical, dental, and vision insurance including HSA and FSA options.
- Retirement plan with employer match.
- Paid vacation, paid holidays, and parental leave.
- Wellness programs and a culture of innovation and intellectual honesty.
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