Cartesia - Researcher, Models

• Deep expertise in architecture design, with experience in researching or deploying advanced architectures (e.g., state space models, transformers, RNN variants, CNN variants). • Strong understanding of how architectures interact with system constraints, including deployment in cloud environments or on-device. • Proficiency in designing architectures that balance quality, efficiency, and adaptability across different use cases and modalities (e.g., vision, audio, text). • Familiarity with generative modeling paradigms like autoregressive and diffusion models, and designing capabilities such as statefulness and conditioning in deep learning models. • A proven research track record in top-tier ML/AI venues (e.g., NeurIPS, ICML, ICLR, CVPR) or demonstrable contributions to state-of-the-art architectures. • Exceptional analytical and problem-solving skills, with a focus on experimentation and iterative refinement. • Strong programming skills in deep learning frameworks such as PyTorch or TensorFlow, and experience with profiling tools for understanding model performance. • Nice-To-Haves • Prior research or publications in state space models, efficient Transformers or other alternative architectures. • Research or practical experience in designing architectures for multi-modal systems. • Early-stage startup experience or a track record of rapid innovation in R&D environments. • More Details • More Details • 🏢 In-office policy: We’re an in-person team based out of offices in 🇺🇸 San Francisco, 🇬🇧 London and 🇮🇳 Bangalore. We love being in the office, hanging out together, and learning from each other every day. • In-office policy: • 🌎 Visa sponsorship: We provide visa sponsorship support and assess each circumstance on a case-by-case basis. However, visa sponsorship is dependent on many factors, including the role you are applying for, and the location you are going to be based, and so we can't always guarantee success. Your Recruiter will work with you to understand your visa sponsorship needs from the first call. • 🌎 Visa sponsorship: • 🚢 We ship fast. All of our work is novel and cutting edge, and execution speed is paramount. We have a high bar, and we don’t sacrifice quality or design along the way. • We ship fast. • 🤝 We support each other. We have an open & inclusive culture that’s focused on giving everyone the resources they need to succeed. • We support each other.