Senior Image Analysis Software Engineer, NGNRI
Rocket Mortgage20 days ago
Responsibilities
- Design, develop, and maintain AI/ML-powered image analysis software for high-content microscopy and imaging platforms.
- Develop and optimize deep learning and image analysis algorithms for segmentation, feature extraction, classification, and phenotypic analysis.
- Build and support scalable, high-throughput computational pipelines for large imaging datasets.
- Establish software quality standards through validation, testing, documentation, version control, and reproducible development practices.
- Collaborate with scientists, researchers, and technology teams to translate research objectives into technical solutions.
- Support imaging data management, metadata standards, and long-term data accessibility and integrity aligned with FAIR data principles.
- Evaluate emerging technologies, frameworks, and methodologies in image analysis, machine learning, and computational imaging.
- Mentor junior engineers and contribute to scientific publications, presentations, and internal knowledge sharing.
Requirements
- At least 4 years of scientific software development experience in an academic, research, or industry environment.
- At least 2 years of experience developing image analysis algorithms and computational workflows.
- Demonstrated expertise in Python software development.
- Experience designing, training, and deploying deep learning models using PyTorch.
- Experience with large-scale datasets and scalable computational pipelines.
- Experience with version control and collaborative software development practices.
- Strong communication skills and ability to collaborate with scientists and technical stakeholders.
- M.S. degree in Computer Science, Computational Biology, Bioinformatics, Data Science, or a related field.
- Preferred qualifications include a Ph.D., experience with 3D, organoid, or microscopy-based imaging, bioimage analysis tools, HPC, cloud or containerized environments, open-source scientific computing, and generative AI applications in scientific imaging.
Benefits
- Eligible team members receive health and well-being benefits and other perks supporting employees and their families.
- The role is located at NGNRI's research facility in midtown Detroit and offers a collaborative, mission-driven research environment.
Categories
About Rocket Mortgage
Welcome to the NEW Quicken Loans, the cutting-edge online marketplace transforming the way you find financial providers. On November 1, 2023, Quicken Loans came under the control of LMB OpCO, and is now a financial marketplace platform connecting customers with a wide range of services, including mortgages, personal loans, home services, auto loans, and more. Our passion lies in simplifying the process of choosing the perfect solution for your unique financial needs, and we've made it our mission to empower you with the information you need to make confident decisions. NMLS #167283 | NMLS Access: nmlsconsumeraccess.org