Research Management

Building and leading high-performing research teams across multiple disciplines and geographies

Developing research strategy and long-term technical roadmaps aligned with organizational objectives

Managing cross-functional collaboration between research, product, engineering, and business teams

Translating cutting-edge research findings into product requirements and actionable business strategies

Applying machine learning and statistical methods to solve complex scientific and business problems

Designing and implementing novel evaluation methodologies and metrics for measuring model capabilities

Building and optimizing data pipelines, training pipelines, and evaluation infrastructure

Setting research north star goals and developing challenging long-horizon evaluations

Synthesizing diverse datasets to generate and evaluate scientific hypotheses

Managing autonomy and ensuring productive integration of research outputs into production systems

Conducting causal inference and hypothesis testing in non-randomized or observational settings

Designing and executing controlled studies and natural history analyses for drug development

Navigating regulatory landscape and health authority requirements for drug development

Developing reinforcement learning and post-training techniques for model improvement

Applying generative modeling and neural network interpretation techniques to scientific discovery

Driving innovation in automated and agentic evaluation methodologies

Implementing human-in-the-loop systems and data annotation workflows

Mentoring and developing the technical and professional growth of research scientists and engineers

Communicating complex technical concepts and research findings to diverse internal and external stakeholders

Establishing high standards for research quality, velocity, and scientific rigor

Identifying research bottlenecks and pivoting strategy to address emerging challenges

Interfacing with academic and industry partners to advance state-of-the-art capabilities