Research Scientist
Research scientists in these roles formulate and execute high-impact research problems spanning multimodal AI, video understanding, generative modeling, and autonomous systems, often balancing fundamental innovation with product integration. They distinguish themselves by combining exceptional experimental judgment with the ability to identify and frame novel problems where existing benchmarks are insufficient, rather than simply executing well-defined research directions. These scientists typically work within interdisciplinary research teams at major AI labs and well-funded startups, collaborating closely with ML engineers to translate advances into production systems while maintaining the rigor needed for publication at top-tier venues.
Skills
What companies are looking for in this role.
Designing and conducting controlled experiments to evaluate model behavior and capabilities
Developing and training machine learning models using deep learning frameworks
Developing evaluation frameworks and metrics to assess model performance and robustness
Implementing state-of-the-art algorithms and research methodologies from academic literature
Formulating research hypotheses and designing ablation studies to test them systematically
Building and optimizing data pipelines for processing large-scale datasets
Analyzing complex datasets to identify patterns and drive insights for decision-making
Publishing research findings and presenting work at academic conferences
Implementing reinforcement learning techniques for model training and optimization
Generating and curating synthetic data to improve model training and evaluation
Designing preference optimization and reward modeling approaches for language models
Studying alignment techniques and model safety to reduce risks in deployed systems
Designing adversarial evaluations and red-teaming approaches to identify system vulnerabilities
Developing curriculum learning strategies and data curation methods for model improvement
Building agentic workflows and autonomous reasoning systems for complex tasks
Collaborating with cross-functional teams including engineers, product managers, and domain experts
Communicating technical concepts clearly to both technical and non-technical audiences
Translating research insights into practical, production-ready systems and features
Owning research initiatives end-to-end from problem formulation to validated results
Operating independently in high-ambiguity environments with minimal guidance
Identifying open research questions and scoping them into tractable research programs
Rapidly prototyping and iterating on solutions in response to new challenges
Mentoring junior researchers and engineers to develop their technical skills
Technology
The tools and technologies that define this role.
Open Jobs
128 open Research Scientist jobs across 43 companies.
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