Machine Learning Research Engineer at Optiver | NY, US | Rezi

Machine Learning Research Engineer at Optiver

Machine Learning Research Engineer

Optiver · NY, US

2 weeks ago

Machine Learning Research Engineer

Optiver · NY, US

15 days ago
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About the Role

Optiver is seeking a Machine Learning Research Engineer to join a pivotal AI initiative, focusing on advancing futures trading strategies through innovations in Machine Learning infrastructure, training, and inference.

Responsibilities

  • Conducting innovative research on deep learning for price forecasting
  • Building scalable and robust training and inference pipelines for deep learning
  • Diving into internals of open-source deep learning frameworks and enhance their functionality
  • Collaborating closely with researchers and other engineers
  • Developing an in-depth understanding of trading systems

Requirements

  • PhD or equivalent industry experience in a field related to machine learning
  • Expertise in building deep-learning models in PyTorch, JAX, or TensorFlow
  • Experience in programming in Python
  • Experience in computationally intensive research on very large data sets
  • Experience with JAX ecosystem (XLA, Flax, etc.)
  • Experience in programming for GPUs or other accelerators (CUDA, Triton, Pallas, etc.)
  • Contributions to open-source projects related to data science and machine learning
  • Strong publication record at conferences like NeurIPS, ICML, etc.
  • Expertise in internals of deep-learning frameworks like PyTorch, JAX, TensorFlow, etc.
  • Experience with large-scale distributed training
  • Experience in programming in C++

Skills

  • Deep learning
  • PyTorch
  • JAX
  • TensorFlow
  • Python
  • CUDA
  • Triton
  • Pallas
  • C++

Location

  • Remote

Work Type

  • Full-time

Experience Level

  • PhD or equivalent industry experience

Education Level

  • PhD

Salary/Compensations

  • $200,000—$200,000 USD

Benefits

  • Highly competitive compensation package
  • Global profit-sharing pool and performance-based bonus structure
  • 401(k) match up to 50%
  • Comprehensive health, mental, dental, vision, disability, and life coverage
  • 25 paid vacation days alongside market holidays
  • Extensive office perks, including breakfast, lunch and snacks, regular social events, clubs, sporting leagues and more

About the Company

  • At Optiver, our mission is to improve the market by injecting liquidity, providing accurate pricing, increasing transparency and stabilizing the market no matter the conditions.
  • With a focus on continuous improvement, we prioritize safeguarding the health and efficiency of the markets for all participants.
  • As one of the largest market making institutions, we are a respected partner on 100+ exchanges across the globe.

Equal Opportunity

  • Optiver does not discriminate on the basis of race, religion, color, sex, gender identity, sexual orientation, age, physical or mental disability, or other legally protected characteristics.