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Urgent! Postdoctoral Associate, Dorkenwald Lab Job Opening In Cambridge – Now Hiring Massachusetts Institute of Technology

Postdoctoral Associate, Dorkenwald Lab



Job description

Postdoctoral Associate, Dorkenwald Lab







+ Job Number: 25250

+ Functional Area: Scientific Computing

+ Department: McGovern Institute for Brain Research

+ School Area: Office of Provost

+ Pay Range Minimum: $71,000

+ Pay Range Maximum: $90,000





+ Employment Type: Full-Time

+ Employment Category: Exempt

+ Visa Sponsorship Available: Yes

+ Schedule:

+ Pay Grade: No Grade







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Posting Description

POSTDOCTORAL ASSOCIATE, DORKENWALD LAB, McGovern Institute for Brain Research - Dorkenwald laboratory (dorkenwaldlab.com) , to develop computational reconstruction, analysis, and modeling approaches for connectomics datasets.

The lab develops computational approaches to reconstruct, analyze, and model large-scale connectomes, aiming to uncover organizational principles of neuronal circuits and how circuit structure supports computation.

Will lead research on one or more of the following areas: Automated proofreading & annotation at scale: Machine learning approaches for error detection, human-in-the-loop proofreading of automated cell reconstructions, active-learning approaches for efficient annotation, and self-supervision approaches for tokenizing image datasets and cell reconstructions; Circuit analysis & modeling: Analysis of cortical connectomes, including comparative analyses across ages/regions; hypothesis-driven tests of discovered circuit rules; pair analyses with data-constrained models (e.g., RNNs, dynamical systems) and simulations; Morphology representation & multi-modal linking: Learn representations of detailed cell morphologies to link across datasets (within connectomics) and across modalities (e.g., EM ↔ Patch-seq) to build multi-modal connectomic resources that provide the basis for analyses that combine, e.g., connectivity with transcriptomic information; and publish in leading venues, maintain high-quality, reproducible code, collaborate across McGovern/BCS and external collaborators, and mentor students.




Job Requirements

REQUIRED: Ph.D. in neuroscience, computer science, or a related field; experience in machine learning and developing and validating computational analysis workflows; attention to detail; excellent interpersonal, analytical, problem-solving, organizational, documentation, communication, and time-management skills; self-motivation and ability to work independently; and ability to work as part of a tightly knit team.

10/6/2025







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