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  • Researcher
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    Researcher
    11 hours ago
    $50000–$120000 yearly
    Full-time
    New Brunswick

    Overview: Rutgers, The State University of New Jersey, is seeking a Postdoctoral Associate for the Division of Acute Care Surgery at the Robert Wood Johnson Medical School. Project AiCCESS, under the direction of Dr. Mayur Narayan (Principal Investigator) is building a first-of-its-kind Software as a Medical Device (SaMD) that predicts, detects, and manages SSIs by fusing RGB + thermal wound images, intraoperative video, OR traffic signals, EHR data, and patient/surgeon surveys with explainability and equity at its core. We seek a Computer Science Postdoctoral Associate (Postdoc) to lead vision–text transformer modeling and interpretable, clinically aligned AI for this multimodal platform, working alongside surgeons, infectious disease experts, and ML faculty. In addition to Rutgers-based mentorship, the Postdoc will collaborate closely with lead computer scientists across our partner institutions—including Stanford, the University of Florida, and Weill Cornell Medicine—along with other academic and industry collaborators through co-mentorship, cross-institution model reviews, and shared code/MLOps standards. The Postdoc is expected to maintain a high level of communication with the PI and primary mentorship team as described in the BMIHAI PAIR grant. Candidates must hold a PhD in Computer Science, Electrical/Computer Engineering, or a related field by the start date, with a strong publication record in computer vision, multimodal learning, or vision–language models. We require hands-on expertise with transformer architectures (e.g., ViT/TimeSformer, CLIP/BLIP or similar) in PyTorch, including scalable training on GPUs and reproducible experimentation. Demonstrated experience building explainable models (e.g., concept bottlenecks, prototype/contrastive methods, attribution) and evaluating calibration and uncertainty is essential. Strong software engineering skills—Python, Git, unit testing, experiment tracking—and fluency with containerization (Docker) and basic cloud workflows are expected, alongside excellent communication and cross-disciplinary collaboration with clinical teams. The Postdoc will participate in lab meetings, research in progress seminars, and presentations at conferences. They will prepare manuscripts based on their research, aid in developing the PI’s grant applications, and will be expected to apply for personal grant funding. Multiple resources for career development to aid with these requirements will be provided by the PI and the Office of Postdoctoral Affairs. Among the key duties of this position are the following: • Design and train vision–text transformer architectures for multimodal fusion (RGB + thermal, intraoperative video, OR signals, EHR, surveys); develop temporal and cross-attention components for longitudinal risk trajectories., • Build robust fairness and skin-tone–aware pipelines (Fitzpatrick spectrum robustness, augmentation, bias audits)., • Partner with annotation teams using Encord (video) and our SegmentCare image labels; shape active-learning loops and QC., • Productionize models with PyTorch, Docker/Kubernetes, and AWS/SageMaker, • Ensure all members of the lab are in compliance with the necessary trainings (both at the lab and institutional level)., • Keep up to date on the relevant literature in both peer-reviewed and preprint form.

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  • Part Time-In Person/Bilingual/ Spanish-English/ ESL/After School
    Part Time-In Person/Bilingual/ Spanish-English/ ESL/After School
    13 days ago
    $25–$30 hourly
    Part-time
    Old Bridge, Old Bridge

    Pay: $25.00 - $30.00 per hour Job description: We are seeking a dedicated Part-Time English and Math Tutor for a remote position, ideal for individuals passionate about education and student success. This role involves providing personalized tutoring sessions to students of various ages, from early childhood to higher education, in a flexible online environment. The tutor will utilize their expertise in curriculum development, learning technology, and subject-specific knowledge to foster understanding and confidence in students. Candidates with experience working with children, adults, or special education needs are encouraged to apply. This position offers an excellent opportunity to make a meaningful impact while maintaining a flexible schedule. Duties • Deliver engaging and effective tutoring sessions in English and Math, including topics such as Algebra, Geometry, Trigonometry, Calculus, Differential Equations, Statistics, and Discrete Math., • Develop customized lesson plans tailored to each student’s learning style and academic goals., • Utilize various learning technologies and digital tools to enhance the remote learning experience., • Assess student progress regularly and adjust teaching strategies accordingly., • Foster a positive learning environment that encourages questions, critical thinking, and active participation., • Maintain detailed records of tutoring sessions, student progress, and areas needing improvement., • Collaborate with parents or guardians when applicable to ensure student success and address any concerns., • Stay updated on current educational practices, curriculum standards, and subject matter developments across STEM fields such as Mechanical Engineering, Chemical Engineering, Microbiology, Biochemistry, Genetics, Anatomy, Physiology, Electrical Engineering, Computer Science, Data Structures, Machine Learning, Organic Chemistry, and more. Requirements • Proven experience in tutoring or teaching at various levels of education; classroom management experience is a plus., • Strong knowledge of Math (including Algebra, Geometry, Trigonometry, Calculus) and English language skills., • Familiarity with curriculum development and lesson planning tailored to diverse learner needs., • Proficiency with learning technology platforms and computer skills necessary for remote instruction., • Experience working with children, students with special needs or in early childhood education is desirable., • Ability to adapt teaching methods for adult education or higher education settings as needed., • Excellent communication skills with the ability to explain complex concepts clearly and effectively., • Background knowledge in physiology or anatomy is advantageous for health sciences students; familiarity with chemistry (Organic Chemistry), Microbiology, Genetics is also beneficial for science-focused tutoring., • Passion for education with a patient and encouraging attitude towards learners of all ages. This role provides an enriching opportunity for educators passionate about fostering academic growth through flexible remote work while leveraging their expertise across multiple disciplines. Job Type: Part-time Work Location: In person

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