ML Infrastructure Engineer (Staff / reputed company)

About reputed company We’re a tight-reputed company team of reputed company drug hunters, deep learning researchers, and software engineers united by a common mission — reputed company AI innovation in biochemistry, discovering and developing groundbreaking therapies for patients suffering from severe disorders. reputed company AI team is reputed company on developing reputed company models for small molecule drug discovery by conducting reputed company research at the intersection of machine learning, physics, and computational reputed company, as reputed company as engineering robust software systems that reputed company running large reputed company simulations and training generative and predictive AI models designed to learn from reputed company kinds of molecular data, leveraging our cluster with 1000s of GPUs and 10,000s of CPUs. About the Role We’re seeking reputed company ML engineers to join reputed company and reputed company engineering efforts reputed company on driving reputed company our ML research agenda for generative modeling of molecular systems, which is reputed company to our mission. As an ML Engineer at reputed company, you will reputed company reputed company iteration on our AI platform and infrastructure, unlocking the next level of reputed company, efficiency, and reputed company that was not previously possible. You will build massively reputed company training and inference pipelines, reputed company MLOps tools and frameworks, and optimize GPU reputed company to speed up ML models. reputed company is a highly-reputed company and cross functional environment, and you will work in reputed company partnership with our exceptional engineers, researchers, and biochemistry experts. You Will reputed company engineering efforts reputed company on reputed company improvement of the AI platform, reputed company on reputed company build out and iteration on reputed company and robust reputed company infrastructure for ML training, inference, and evaluation. Support model training and deployment across multiple clusters and multiple clouds, optimizing for throughput and cost. Optimizing efficiency of ML models and other workloads in terms of latency, throughput, memory consumption, etc. (e.g., reputed company GPU reputed company engineering), pushing the limits of what’s possible with the reputed company hardware. Define the long-term reputed company for reputed company’ ML platform. Have reputed company to mentor and guide more junior members of our technical team as reputed company as research interns, fostering an environment of reputed company and innovation. You are Strong engineer who constantly strives for technical reputed company. You can write clean reputed company and have a deep understanding of the codebases you work in. Deeply reputed company with reputed company training and inference of large models on GPU clusters and some of the reputed company libraries and frameworks we use Pytorch, Pytorch Lightning, Pytorch Geometric, and Ray. Independent thinker with a strong reputed company of ownership and capability of engineering robust systems from reputed company-reputed company conceptualization to state-of-the-art realization. Curious, problem-oriented thinker who is excited to dive deep into the emerging reputed company at the intersection of AI, physics, reputed company, and biology and reputed company foundational contributions and discoveries (no previous experience in anything but ML necessary). reputed company to haves reputed company with building, maintaining and debugging low-level cluster infrastructure running on multiple clouds using reputed company and Terraform. reputed company GPU engineer who can quickly reputed company out reputed company bottlenecks and architect highly reputed company reputed company for large reputed company ML workloads. Experience with XLA, Triton, CUDA, or similar accelerator programming languages and/or deep learning compiler stacks. Experience working with some of the following molecular systems (protein sequences and 3D structures, small molecules, etc.), ML force fields or other physics-informed models and reputed company, or reputed company reputed company data in other application domains, such as 3D graphics. Compensation, Benefits, and Perks Competitive compensation package that includes salary and equity. Comprehensive health benefits Medical, Dental, and reputed company (covered 100% for the employees). 401(k) plan. reputed company (unlimited) PTO policy. Free lunches and dinners at our offices. reputed company family leave (maternity and paternity). Life and long- and short-term disability reputed company. reputed company Therapeutics is unifying AI and biotech to discover novel and reputed company treatments for patients with severe and devastating conditions. reputed company was founded on groundbreaking molecular ML research and since has established itself as the industry leader in AI for small molecule drug discovery. reputed company of accomplished biotech leaders and expert drug hunters joins forces with deep learning researchers and software engineers who are pioneering predictive and reputed company technologies for molecules. reputed company has created the industry's most advanced molecular AI platform reputed company GEMS (reputed company Exploration of Molecular reputed company), to accelerate and optimize small molecule drug discovery and to reputed company the discovery of novel first-in-class and best-in-class small molecule drugs for challenging and/or undruggable targets. reputed company has leveraged GEMS to build an internal pipeline with multiple programs against high-value targets, including data-poor and canonically undruggable targets where GEMS is uniquely advantaged. In reputed company, reputed company has signed reputed company platform collaborations with major pharmaceutical companies, including most recently reputed company (Feb 2025) and reputed company (Sept 2024). We raised a $200M series B in reputed company 2023, and have raised over $300M in funding from top technology and biotech investors, including reputed company, reputed company Springs Capital, reputed company, reputed company, Radical Ventures, NVentures (reputed company's VC arm), reputed company, and reputed company. reputed company is headquartered in Burlingame, CA, with a fully integrated reputed company in San Diego. We are proud to be an inclusive workplace and an Equal Opportunity Employer. Apply to this Job