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Machine Learning Engineer

IMC

London

On-site

USD 175,000 - 250,000

Full time

16 days ago

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Job summary

Join a forward-thinking global trading firm as a Machine Learning Engineer, where you'll develop large-scale distributed training pipelines and low-latency inference systems. Collaborate with top researchers and engineers to maximize GPU acceleration and optimize machine learning frameworks. This role offers a unique opportunity to influence trading strategies through innovative ML solutions. With a commitment to continuous improvement and a collaborative culture, your contributions will help shape the future of technology and trading capabilities in an exciting and dynamic environment.

Benefits

Discretionary bonus
Paid leave
Insurance benefits

Qualifications

  • 5+ years in machine learning focusing on training or inference systems.
  • Hands-on with low-latency ML pipelines in high-performance environments.

Responsibilities

  • Develop large-scale distributed training pipelines for datasets and models.
  • Build low-latency inference pipelines ensuring real-time predictions.

Skills

Machine Learning
Python
CUDA
C++
PyTorch
TensorFlow
JAX
GPU Programming
Distributed Training
Cloud Platforms

Tools

CuDNN
TensorRT
Horovod
NCCL

Job description

As a Machine Learning Engineer, you will play a pivotal role in building systems that drive the training and deployment of large-scale ML models across our global operations. You'll collaborate with leading researchers, hardware experts, and software engineers to build robust solutions that maximize the potential of GPU acceleration, distributed computing, and the latest open-source tools. Your work will influence our trading strategies by accelerating experimentation cycles that foster continuous innovation and refinement.

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

About Us

IMC is a leading global trading firm powered by a cutting-edge research environment and a world-class technology backbone. Since 1989, we've been a stabilizing force in financial markets, providing essential liquidity upon which market participants depend. Across our offices in the US, Europe, and Asia Pacific, our talented quant researchers, engineers, traders, and business operations professionals are united by our uniquely collaborative, high-performance culture, and our commitment to giving back. From entering dynamic new markets to embracing disruptive technologies, and from developing an innovative research environment to diversifying our trading strategies, we dare to continuously innovate and collaborate to succeed.

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