Research Scientist

Research ScientistWe're looking for a Research Scientist to investigate how intervening on training data can improve the quality and shape the behavior of deep learning models. You'll source and implement ideas from the literature, conduct research grounded in real customer needs, and collaborate closely with engineers and product teams to turn findings into tangible impact. This role requires strong scientific judgment, fluency with the deep learning literature, and the drive to work autonomously in a fast-moving startup environment.The research literature is vast, rife with ambiguity, and constantly evolving. You'll source, vet, implement, and improve promising ideas from the literature and your own thinking.Our research is guided by concrete customer needs and product outcomes, not conference benchmarks. You'll have clear context on why your work matters and who it serves.We believe researchers do their best work with autonomy. You'll have the freedom to pursue problems in the way that works best for you, with the resources and context to back it up.We expect Research Scientists to collaborate closely with engineers, talk to customers, and shape the product vision.3+ years of deep learning research experienceStrong fundamentals in deep learningPractical experience and/or publications in one or more of the following areas:Data pruning and curationCurriculum learningSynthetic data generationDataset distillationEffects of training data on model behaviorEmbedding models and semantic searchTraining large vision (including video), language, or multimodal modelsEfficient MLEnough software engineering and PyTorch experience (or willingness to learn) to run large-scale experiments and build production prototypesA demonstrated track record in deep learning research, whether through papers, tools, or other artifactsExperience with distributed data processing tools like Spark or SnowflakeExperience building and shipping ML productsCandidates do not need a PhD or extensive publications. Some of the best researchers we've worked with have no formal training in machine learning, and obtained all of their experience working in industry and building products. We believe adaptability, combined with exceptional communication and collaboration skills, are the most important ingredients for successful research in a startup environment.CompensationAt DatologyAI, we are dedicated to rewarding talent with competitive salary and meaningful equity. The salary for this position ranges from $180,000 to $300,000.Starting pay is based on job-related skills, experience, qualifications, and interview performance.