Brookhaven National Laboratory · 1 day ago
Postdoctoral Research Associate – Computational Imaging and Data Science
Brookhaven National Laboratory is a multidisciplinary laboratory focused on discovery science and transformative technology. They are seeking a Postdoctoral Research Associate to develop advanced image reconstruction methods and data analysis pipelines for novel X-ray imaging modalities, collaborating with experimental physicists, biologists, and data scientists.
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Responsibilities
Develop and implement advanced reconstruction algorithms for correlated and low-dose imaging modalities
Maintain and extend Python-based software packages for data processing and simulation
Analyze high-throughput photon event data to extract spatial and temporal correlations
Collaborate with experimental staff on algorithm validation and feedback-driven experiment design
Optimize pipelines for performance, parallelization, and near real-time operation during beam time
Contribute to simulation tools to test imaging concepts, predict performance, and support proposal development
Qualification
Required
Ph.D. in Physics, Computer Science, Applied Mathematics, Engineering, or a related field
Strong programming experience
Knowledge of inverse problems, image reconstruction, or signal processing
Experience with algorithm development for noisy, sparse, or large-scale datasets
Demonstrated ability to work collaboratively with experimentalists and adapt code for real-world data
Preferred
Familiarity with compressed sensing and/or convex optimization (e.g., total variation minimization)
Expertise in Python, including use of scientific libraries (e.g., NumPy, SciPy, scikit-image, PyTorch/TensorFlow)
Experience with deep learning or machine learning approaches to image denoising and reconstruction
Prior exposure to experimental data from photon-counting or time-resolved detectors
Experience with Bayesian methods, uncertainty quantification, or real-time data processing
Familiarity with distributed computing or HPC environments
Benefits
Comprehensive employee benefits program
Fair, equitable and competitive compensation
Company
Brookhaven National Laboratory
Brookhaven National Laboratory is a multi-purpose research institution focused on questions in basic and applied science.
H1B Sponsorship
Brookhaven National Laboratory has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
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Distribution of Different Job Fields Receiving Sponsorship
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Trends of Total Sponsorships
2025 (123)
2024 (117)
2023 (104)
2022 (84)
2021 (98)
2020 (98)
Funding
Current Stage
Late StageTotal Funding
unknownKey Investors
US Department of Energy
2022-09-19Grant
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