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Machine Learning Engineer
- Chicago, Illinois, United States
- Chicago, Illinois, United States
À propos
This is a unique opportunity to solve problems at the intersection of advanced machine learning and trading, where your contributions will shape the future of IMC’s technology and trading capabilities.
Your Core Responsibilities
Develop large-scale distributed training pipelines to manage datasets and complex models
Build and optimize low-latency inference pipelines, ensuring models deliver real-time predictions in production systems
Develop libraries to improve the performance of machine learning frameworks
Maximize performance in training and inference using GPU hardware and acceleration libraries
Design scalable model frameworks capable of handling high-volume trading data and delivering real-time, high-accuracy predictions
Collaborate with quantitative researchers to automate ML experiments, hyperparameter tuning, and model retraining
Partner with HPC specialists to optimize workflows, improve training speed, and reduce costs
Evaluate and roll out third-party tools to enhance model development, training, and inference capabilities
Dig into the internals of open-source ML tools to extend their capabilities and improve performance
Your Skills and Experience
5+ years of experience in machine learning with a focus on training or inference systems
Hands‑on experience with real‑time, low‑latency ML pipelines in high‑performance environments is a strong plus
Strong engineering skills, including Python, CUDA, or C++
Knowledge of machine learning frameworks such as PyTorch, TensorFlow, or JAX
Proficiency in GPU programming for training and inference acceleration (e.g., CuDNN, TensorRT)
Experience with distributed training for scaling ML workloads (e.g., Horovod, NCCL)
Exposure to cloud platforms and orchestration tools
A track record of contributing to open-source projects in machine learning, data science, or distributed systems is a plus
The Base Salary range for the role is included below. Base salary is only one component of total compensation; all full-time, permanent positions are eligible for a discretionary bonus and benefits, including paid leave and insurance. Please visit Benefits - US | IMC Trading for more comprehensive information.
Salary Range: $175,000 – $250,000 USD
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Compétences linguistiques
- English
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