Deep Learning Research Scientist, Microscopy Imaging

Jobverse.io; Cambridge (OH); On-site; USD 90,000 - 150,000; Full time

Job summary

Mindspan Institute in the nonprofit research sector seeks a Research Scientist to design, train, and evaluate deep learning models for microscopy data and to collaborate with other teams to integrate models into imaging pipelines.

You will conduct controlled experiments, perform ablations and error analysis, and ensure all work is documented with reproducible methods and clear reasoning to guide future model development.

Responsibilities

• Design, train, and evaluate deep learning models for volumetric microscopy data, including segmentation and object detection
• Build methods to stitch and align image tiles and serial sections into consistent volumes
• Adapt pretrained vision models to our imaging modalities and judge when new architectures are warranted
• Run controlled experiments with ablations, held-out evaluation, and error analysis
• Collaborate with pipeline and annotation teams to productionize models and obtain required ground truth
• Document experiments and provide reproducible records and justification for design choices

Job description

Mindspan Institute in the nonprofit research sector seeks a Research Scientist to design, train, and evaluate deep learning models for microscopy data and to collaborate with other teams to integrate models into imaging pipelines.

You will conduct controlled experiments, perform ablations and error analysis, and ensure all work is documented with reproducible methods and clear reasoning to guide future model development.