
Machine Learning Performance Engineer
Job description
Optiver is a seeking a Machine Learning Performance Engineer to join our team, focusing on a pivotal AI initiative. This role would offer the opportunity to have significant impact across Machine Learning infrastructure, training, and inference challenges to advance our futures trading strategies.
What you'll do:
- Build scalable and robust training and inference pipelines for deep learning
- Dive into internals of open-source deep learning frameworks and enhance their functionality
- Identify and eliminate performance bottlenecks
- Collaborate closely with researchers and other engineers
- Develop an in-depth understanding of trading systems
What you’ll get:
You’ll join a culture of collaboration and excellence, surrounded by curious thinkers and creative problem-solvers. Motivated by a passion for continuous improvement, you’ll thrive in a supportive, high-performing environment alongside talented colleagues, collectively tackling some of the toughest challenges in the financial markets.
In addition, you’ll receive:
- The opportunity to work alongside best-in-class professionals from over 40 different countries
- A 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
Who you are:
- Expertise in internals of deep-learning frameworks like PyTorch, JAX, TensorFlow, etc.
- Deep understanding of computer architecture
- Experience in programming in C++ and Python
Nice to have:
- Experience with JAX ecosystem (XLA, Flax, etc.)
- Experience in programming for GPUs or other accelerators (CUDA, Triton, Pallas, etc.)
- Linux system programming experience
- Experience with large-scale distributed training
- Contributions to open-source projects related to data science and machine learning
Who we are:
Optiver is a tech-driven trading firm and leading global market maker. As one of the oldest market making institutions, we are a trusted partner of 70+ exchanges across the globe. Our mission is to constantly improve the market by injecting liquidity, providing accurate pricing, increasing transparency and acting as a stabilizing force no matter the market conditions. With a focus on continuous improvement, we participate in the safeguarding of healthy and efficient markets for everyone who participates.
About the company
Job Location
Company Size
Our Story
Create better access and prices for all – that’s our goal for financial markets the world over. As a leading global electronic market maker, we are dedicated to our mission of continuously improving the market. It’s a responsibility we don’t take lightly. It’s the driving force behind our business. Even in times of extreme volatility, we stay the course. Resolute in our belief that the market should always be liquid for economies to thrive. As one of the oldest market-making institutions, we’re a trusted partner of exchanges. Our contribution to them ensures they remain stable, transparent and competitive. We provide liquidity to financial markets using our own capital, at our own risk, trading a wide range of products: listed derivatives, cash equities, ETFs, bonds, and foreign currencies. We strongly believe in the positive power of the world’s markets. That’s why we’re committed to leading the way in market making for environmental, social, and corporate governance (ESG) products. Optiver is a global company with offices in Amsterdam, Sydney, Chicago, Austin, Taipei, Hong Kong, Shanghai, London and Singapore.