Remote Computational Design Of Biological Experiments For Model Development Jobs

grow the Freenome’s Computational Biology, Assay Development (CBAD) team (can be a Senior Computational Biologist role depending on experience).

6+ years of scientific industry experience applying computational techniques for biological discovery and product development, ideally to

…least 8 years of post-PhD experience applying computational techniques for biological discovery and product development, preferably

Xenium or CosMx experience is especially valuable; experience with other spatial platforms is welcome.

Strong experience implementing and debugging ML models in PyTorch (preferred) or similar, with practical experience profiling, optimizing, and stabilizing

closing the loop between model design and tapeout.

Modeling & Simulation: Proven industry experience building high-fidelity circuit simulations that balance computational efficiency

automate the development of quantitative models to simulate biological and physiological processes, and the analysis of biological data.

Performance Modeling Knowledge Experience with tools and development for power profiling, modeling and simulation for AI workloads.

…overfitting to simulator artefacts, and design experiments that show what transfers to the real world.

Proficiency in Python, with experience using PyBaMM or similar battery modeling libraries.

Methodology Development: Contribute to the development and automation of our design flow.

…team's primary focus is on developing compute-efficient, multi-view, multi-sensor deep learning models that can perform a wide range of tasks such as

Experience developing computer vision models for tasks such as object detection, semantic or instance segmentation, or change detection

Design and run post-training experiments across SFT and RL, building on leading open-weight models.