Base Salary
$175k - $300k/yr
Responsibilities
- Develop AI infrastructure and AI-driven applications from proof of concept through production deployment and ongoing maintenance.
- Collaborate with technologists, traders, quantitative researchers, and data scientists to identify AI and machine learning opportunities.
- Implement automated systems for continuous model training, validation, and monitoring.
- Select, integrate, and optimize AI and ML frameworks, libraries, and tools across hardware and software environments.
- Create and maintain feature pipelines, feature stores, and model stores.
- Develop frameworks for scalable and reproducible research.
- Troubleshoot performance bottlenecks, perform root-cause analysis, and optimize GPU and CPU resource usage.
Requirements
- Bachelor’s or advanced degree in Computer Science, Machine Learning, Artificial Intelligence, or a related field.
- At least 3 years of experience working with machine learning and artificial intelligence technology.
- Strong understanding of core machine learning and artificial intelligence concepts.
- Excellent Python programming skills.
- Experience building, validating, deploying, monitoring, and updating production ML and AI models.
- Hands-on experience with MLOps and AIOps infrastructure and tooling.
- Strong problem-solving, analytical reasoning, communication, and collaboration skills.
- Experience with TensorFlow, PyTorch, TensorRT, or ONNX.
- Experience with Large Language Models, including RAG and fine-tuning techniques.
- Familiarity with compute infrastructure supporting AI and ML technology.
Benefits
- Annual discretionary bonus eligibility.
- Group medical, pharmacy, dental, and vision insurance.
- 401k with discretionary employer match.
- Short- and long-term disability insurance, life and AD&D insurance.
- Health savings accounts and flexible spending accounts.
Categories
About DRW
At DRW, we identify and capture trading and investment opportunities globally. What sets us apart is our diversified approach—trading across many asset classes and instruments, in markets around the world, with horizons from seconds to years. We succeed by leveraging technology, research and risk management. We offer the best of both worlds: the opportunity and spirit of a startup and the benefits and stability of an established, experienced firm. Our employees work hard to solve interesting problems, and their results are rewarded. We value continuous learning—from our outcomes, from the environment and from each other. It’s a place of high expectations, deep curiosity, and constant collaboration, with some of the smartest, most passionate people you’ll meet. // Chez DRW, nous identifions et saisissons les opportunités de négociation et d'investissement au niveau mondial. Ce qui nous différencie, c'est notre approche diversifiée : nous négocions sur de nombreuses classes d'actifs et d'instruments, sur des marchés du monde entier, avec des horizons allant de quelques secondes à plusieurs années. Nous réussissons en nous appuyant sur la technologie, la recherche et la gestion des risques. Nous offrons le meilleur des deux mondes: les opportunités et l'ésprit d’une entreprise en démarrage, et les avantages et la stabilité d'une entreprise établie et expérimentée. Nos employés travaillent dur pour résoudre des problèmes intéressants et leurs résultats sont récompensés. Nous valorisons l'apprentissage continu – de nos résultats, de l’environnement et de chacun de nous. C’est un lieu où les attentes sont élevées, la curiosité est profonde et la collaboration est constante, et où l’on retrouve quelques-uns des individus les plus intelligents et les plus passionnés que vous puissiez rencontrer.