Senior Machine Learning Infrastructure Engineer
2 months ago
About Us
Optiver is a leading global market maker with a presence in multiple continents. Founded in 1986, we have grown to become a prominent liquidity provider, with a team of over 2,000 employees worldwide. Our mission is to improve the market through competitive pricing, execution, and risk management.
Our Shanghai Office
Since its establishment in 2012, our Shanghai office has been a rapidly growing participant in the Chinese markets. We trade exchange-listed futures, options, and equities in China mainland, with a vision to become the trusted partner in the development of Chinese financial markets.
Key Responsibilities
- Design and build the infrastructure and compute platform for large-scale machine learning and simulation workloads.
- Focus on compute platform stability and efficiency on both CPU and GPU clusters, making the platform observable and scalable.
- Utilize cluster monitoring and profiling tools to identify bottlenecks and optimize both infrastructure and software.
- Troubleshoot and resolve issues related to OS, storage, network, and GPUs.
Requirements
- Solid experience in running production machine learning infrastructure at a large scale.
- Experience in designing, deploying, profiling, and troubleshooting in Linux-based computing environments.
- Proficiency in GPU, containerization, parallel computing, and cluster management tools.
- Experience with storage solutions for large-scale, cluster-based data-intensive workloads.
- Experience with Infrastructure as Code tools (Ansible, Terraform, etc.).
Bonus Qualifications
- Experience of supporting machine learning engineers or data scientists for production workloads.
- Familiarity with RDMA networking for storage and GPU systems.
- Experience working with AWS or other cloud service providers.
What We Offer
In return for your expertise, you will be offered a competitive salary package and access to a range of benefits. Our company culture values diversity, inclusion, and empowerment, and we strive to create a work environment that is inclusive and respectful of all individuals.
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Shanghai, Shanghai, China Optiver Full timeAbout the Role:Optiver is a global market maker with a presence in multiple continents. Our Shanghai office is a rapidly growing participant in the Chinese markets, trading exchange-listed futures, options, and equities. We are seeking a Senior Machine Learning Platform Engineer to join our team.Key Responsibilities:Design and develop the infrastructure and...
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