Postdoctoral Researcher - Radiation Oncology
for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). So we can use those exact headings if content exists.
We have Responsibilities: yes.
We have Qualifications: yes (Required and Preferred). Could combine as Qualifications.
We have Skills? Not explicit separate; qualifications cover skills. Could omit Skills.
We have Benefits: yes (Benefits Eligible Yes, plus benefits list). So include Benefits.
We have Pay: yes (Pay Range). So include Pay.
We have Schedule: yes (Hours per week 40, Lab Hours 8-5). So include Schedule.
We might also include About the role? Not present; we have a paragraph describing the position after "Postdoctoral Researcher Positions". Could treat that as About the role? The instruction says use for section headings (e.g. About the role, Responsibilities, etc). If we have a descriptive paragraph about the role, we could put it under About the role. But the posting didn't label it as "About the role". However we can still create a section if we have real specific content. The instruction: "include a section ONLY when the posting has real, specific content for it — never emit a heading followed by filler/placeholder text". It doesn't require that the heading must match exactly a label in the posting; we can decide to create About the role section with the descriptive paragraph. That seems acceptable.
But we must not repeat the job title as a heading. The job title is "Postdoctoral Researcher Positions". We shouldn't use that as heading. So we can use About the role heading and put the descriptive paragraph there.
Now we need to strip boilerplate: cookie/navigation/legal/EEO/equal-opportunity/scam-warning boilerplate, duplicated lines, and application instructions. There's no explicit EEO etc. There's "#WFUSM Our Commitment To You" which is part of benefits. That's okay.
We need to preserve all substantive information. So we need to include all details: department, status, hours, pay range, responsibilities list, qualifications required and preferred, required application materials, professional development, benefits description, about advocate health.
We need to format using headings, - for any list of duties/requirements/benefits, and
for prose.
We must output only HTML fragment, no /, no markdown.
Let's structure:
About the role
Postdoctoral Researcher Positions The Laboratory at Wake Forest University School of Medicine is seeking two Postdoctoral Researchers to join our NIH-funded interdisciplinary research program in artificial intelligence, medical imaging, computational pathology, and precision oncology.
But we also have department line etc. Could include that in About the role or maybe separate? The department line includes metadata: Department 37303 Wake Forest University Health Sciences - Oncology: Radiation Status Full time Benefits Eligible Yes Hours Per Week 40 Schedule Details/Additional Information Lab Hours - typically 8 AM - 5 PM Pay Range $30.70 - $46.05
We could split: Pay, Benefits, Schedule sections will capture those specifics. The department line also includes "Radiation Status" maybe not needed. We'll keep the substantive info in appropriate sections.
Thus About the role paragraph can be just the descriptive sentence about seeking two postdoctoral researchers.
Now Responsibilities: list items.
We need to capture each responsibility bullet.
Responsibilities:
- Developing novel machine learning and deep learning methodologies for medical imaging, computational pathology, and multimodal biomedical data analysis.
- Designing, implementing, and evaluating AI algorithms using large-scale radiology, pathology, genomic, transcriptomic, and clinical datasets.
- Publishing research in leading biomedical and artificial intelligence journals and conferences.
- Presenting research findings at national and international scientific meetings.
- Mentoring graduate students, medical students, and research staff.
- Establishing collaborations with investigators across multiple disciplines and institutions.
We'll put - each.
Qualifications: Required Qualifications list and Preferred Qualifications list.
We can have
Qualifications
then maybe subheadings? Not allowed; only h3 for section headings. Could embed paragraphs with bold? Not needed. We'll just list required and preferred as separate with preceding indicating Required Qualifications and Preferred Qualifications.
But we must not invent headings; we can just have
Required Qualifications:
then . That's fine.
Required Application Materials: list CV, One representative publication, A research statement (no more than one page). We'll put under maybe Application Materials
but not in allowed headings list; but we can still use for any section heading; the examples are not exhaustive. The instruction: "use for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule)." It says e.g., meaning examples, not limited to those. So we can use other headings like Application Materials, Professional Development, About Advocate Health. That's fine.
Thus we will have sections: About the role, Responsibilities, Qualifications, Application Materials, Professional Development, Benefits, Pay, Schedule, About Advocate Health.
Check if any section content is just boilerplate: Professional Development paragraph is substantive. Benefits section includes benefits list. Pay section includes pay range. Schedule section includes hours.
Now we need to ensure we don't include duplicated lines. There's duplication of "Benefits Eligible Yes" maybe appears also in benefits list; we will include only once.
Now craft HTML.
Let's write:
About the role
The Laboratory at Wake Forest University School of Medicine is seeking two Postdoctoral Researchers to join our NIH-funded interdisciplinary research program in artificial intelligence, medical imaging, computational pathology, and precision oncology.
Responsibilities
- Developing novel machine learning and deep learning methodologies for medical imaging, computational pathology, and multimodal biomedical data analysis.
- Designing, implementing, and evaluating AI algorithms using large-scale radiology, pathology, genomic, transcriptomic, and clinical datasets.
- Publishing research in leading biomedical and artificial intelligence journals and conferences.
- Presenting research findings at national and international scientific meetings.
- Mentoring graduate students, medical students, and research staff.
- Establishing collaborations with investigators across multiple disciplines and institutions.
Qualifications
Required Qualifications:
- PhD in Artificial Intelligence, Biomedical Engineering, Computer Science, Electrical or Computer Engineering, Bioinformatics, Data Science, Statistics, or a closely related quantitative discipline.
- Strong background in machine learning, deep learning, computer vision, or multimodal AI.
- Ability to conduct independent research while working effectively in a collaborative environment.
Preferred Qualifications:
- Experience in one or more of the following areas is highly desirable: Computational pathology and whole-slide image analysis
- Medical image analysis (CT, MRI, PET/CT)
- Vision-language models and multimodal large language models
- High-performance computing and large-scale biomedical data analysis
Application Materials
- CV
- One representative publication
- A research statement (no more than one page)
Professional Development
The Laboratory is committed to supporting the career development of postdoctoral fellows. Fellows will receive mentorship in scientific leadership, grant writing, laboratory management, and career planning. Outstanding candidates will have opportunities to develop independent research directions, compete for individual fellowship and career development awards (e.g., NIH K99/R00 and K01), establish national and international collaborations, and build a competitive portfolio for academic faculty or industry research positions.
Benefits
Benefits Eligible Yes. Advocate Health offers a comprehensive suite of Total Rewards: benefits and well-being programs, competitive compensation, generous retirement offerings, programs that invest in your career development and so much more - so you can live fully at and away from work, including:
- Compensation: Base compensation listed within the listed pay range based on factors such as qualifications, skills, relevant experience, and/or training; premium pay such as shift, on call, and more based on a teammate's job; incentive pay for select positions; opportunity for annual increases based on performance.
- Benefits And More: Paid Time Off programs; Health and welfare benefits such as medical, dental, vision, life, and Short- and Long-Term Disability; Flexible Spending Accounts for eligible health care and dependent care expenses; Family benefits such as adoption assistance and paid parental leave; Defined contribution retirement plans with employer match and other financial wellness programs; Educational Assistance Program.
Pay
Pay Range: $30.70 - $46.05
Schedule
Hours Per Week: 40. Schedule Details/Additional Information: Lab Hours - typically 8 AM - 5 PM.
About Advocate Health
Advocate Health is the third-largest nonprofit, integrated health system in the United States, created from the combination of Advocate Aurora Health and Atrium Health. Providing care under the names Advocate Health Care in Illinois; Atrium Health in the Carolinas, Georgia and Alabama; and Aurora Health Care in Wisconsin, Advocate Health is a national leader in clinical innovation, health outcomes, consumer experience and value-based care. Headquartered in Charlotte, North Carolina, Advocate Health services nearly 6 million patients and is engaged in hundreds of clinical trials and research studies, with Wake Forest University School of Medicine serving as the academic core of the enterprise. It is nationally recognized for its expertise in cardiology, neurosciences, oncology, pediatrics and rehabilitation, as well as organ transpl
headings, - for any list of duties/requirements/benefits, and
for prose.
We must output only HTML fragment, no /, no markdown.
Let's structure:
About the role
Postdoctoral Researcher Positions The Laboratory at Wake Forest University School of Medicine is seeking two Postdoctoral Researchers to join our NIH-funded interdisciplinary research program in artificial intelligence, medical imaging, computational pathology, and precision oncology.
But we also have department line etc. Could include that in About the role or maybe separate? The department line includes metadata: Department 37303 Wake Forest University Health Sciences - Oncology: Radiation Status Full time Benefits Eligible Yes Hours Per Week 40 Schedule Details/Additional Information Lab Hours - typically 8 AM - 5 PM Pay Range $30.70 - $46.05
We could split: Pay, Benefits, Schedule sections will capture those specifics. The department line also includes "Radiation Status" maybe not needed. We'll keep the substantive info in appropriate sections.
Thus About the role paragraph can be just the descriptive sentence about seeking two postdoctoral researchers.
Now Responsibilities: list items.
We need to capture each responsibility bullet.
Responsibilities:
- Developing novel machine learning and deep learning methodologies for medical imaging, computational pathology, and multimodal biomedical data analysis.
- Designing, implementing, and evaluating AI algorithms using large-scale radiology, pathology, genomic, transcriptomic, and clinical datasets.
- Publishing research in leading biomedical and artificial intelligence journals and conferences.
- Presenting research findings at national and international scientific meetings.
- Mentoring graduate students, medical students, and research staff.
- Establishing collaborations with investigators across multiple disciplines and institutions.
We'll put - each.
Qualifications: Required Qualifications list and Preferred Qualifications list.
We can have
Qualifications
then maybe subheadings? Not allowed; only h3 for section headings. Could embed paragraphs with bold? Not needed. We'll just list required and preferred as separate with preceding indicating Required Qualifications and Preferred Qualifications.
But we must not invent headings; we can just have
Required Qualifications:
then . That's fine.
Required Application Materials: list CV, One representative publication, A research statement (no more than one page). We'll put under maybe Application Materials
but not in allowed headings list; but we can still use for any section heading; the examples are not exhaustive. The instruction: "use for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule)." It says e.g., meaning examples, not limited to those. So we can use other headings like Application Materials, Professional Development, About Advocate Health. That's fine.
Thus we will have sections: About the role, Responsibilities, Qualifications, Application Materials, Professional Development, Benefits, Pay, Schedule, About Advocate Health.
Check if any section content is just boilerplate: Professional Development paragraph is substantive. Benefits section includes benefits list. Pay section includes pay range. Schedule section includes hours.
Now we need to ensure we don't include duplicated lines. There's duplication of "Benefits Eligible Yes" maybe appears also in benefits list; we will include only once.
Now craft HTML.
Let's write:
About the role
The Laboratory at Wake Forest University School of Medicine is seeking two Postdoctoral Researchers to join our NIH-funded interdisciplinary research program in artificial intelligence, medical imaging, computational pathology, and precision oncology.
Responsibilities
- Developing novel machine learning and deep learning methodologies for medical imaging, computational pathology, and multimodal biomedical data analysis.
- Designing, implementing, and evaluating AI algorithms using large-scale radiology, pathology, genomic, transcriptomic, and clinical datasets.
- Publishing research in leading biomedical and artificial intelligence journals and conferences.
- Presenting research findings at national and international scientific meetings.
- Mentoring graduate students, medical students, and research staff.
- Establishing collaborations with investigators across multiple disciplines and institutions.
Qualifications
Required Qualifications:
- PhD in Artificial Intelligence, Biomedical Engineering, Computer Science, Electrical or Computer Engineering, Bioinformatics, Data Science, Statistics, or a closely related quantitative discipline.
- Strong background in machine learning, deep learning, computer vision, or multimodal AI.
- Ability to conduct independent research while working effectively in a collaborative environment.
Preferred Qualifications:
- Experience in one or more of the following areas is highly desirable: Computational pathology and whole-slide image analysis
- Medical image analysis (CT, MRI, PET/CT)
- Vision-language models and multimodal large language models
- High-performance computing and large-scale biomedical data analysis
Application Materials
- CV
- One representative publication
- A research statement (no more than one page)
Professional Development
The Laboratory is committed to supporting the career development of postdoctoral fellows. Fellows will receive mentorship in scientific leadership, grant writing, laboratory management, and career planning. Outstanding candidates will have opportunities to develop independent research directions, compete for individual fellowship and career development awards (e.g., NIH K99/R00 and K01), establish national and international collaborations, and build a competitive portfolio for academic faculty or industry research positions.
Benefits
Benefits Eligible Yes. Advocate Health offers a comprehensive suite of Total Rewards: benefits and well-being programs, competitive compensation, generous retirement offerings, programs that invest in your career development and so much more - so you can live fully at and away from work, including:
- Compensation: Base compensation listed within the listed pay range based on factors such as qualifications, skills, relevant experience, and/or training; premium pay such as shift, on call, and more based on a teammate's job; incentive pay for select positions; opportunity for annual increases based on performance.
- Benefits And More: Paid Time Off programs; Health and welfare benefits such as medical, dental, vision, life, and Short- and Long-Term Disability; Flexible Spending Accounts for eligible health care and dependent care expenses; Family benefits such as adoption assistance and paid parental leave; Defined contribution retirement plans with employer match and other financial wellness programs; Educational Assistance Program.
Pay
Pay Range: $30.70 - $46.05
Schedule
Hours Per Week: 40. Schedule Details/Additional Information: Lab Hours - typically 8 AM - 5 PM.
About Advocate Health
Advocate Health is the third-largest nonprofit, integrated health system in the United States, created from the combination of Advocate Aurora Health and Atrium Health. Providing care under the names Advocate Health Care in Illinois; Atrium Health in the Carolinas, Georgia and Alabama; and Aurora Health Care in Wisconsin, Advocate Health is a national leader in clinical innovation, health outcomes, consumer experience and value-based care. Headquartered in Charlotte, North Carolina, Advocate Health services nearly 6 million patients and is engaged in hundreds of clinical trials and research studies, with Wake Forest University School of Medicine serving as the academic core of the enterprise. It is nationally recognized for its expertise in cardiology, neurosciences, oncology, pediatrics and rehabilitation, as well as organ transpl
for prose. We must output only HTML fragment, no /, no markdown. Let's structure:
About the role
Postdoctoral Researcher Positions The Laboratory at Wake Forest University School of Medicine is seeking two Postdoctoral Researchers to join our NIH-funded interdisciplinary research program in artificial intelligence, medical imaging, computational pathology, and precision oncology.
But we also have department line etc. Could include that in About the role or maybe separate? The department line includes metadata: Department 37303 Wake Forest University Health Sciences - Oncology: Radiation Status Full time Benefits Eligible Yes Hours Per Week 40 Schedule Details/Additional Information Lab Hours - typically 8 AM - 5 PM Pay Range $30.70 - $46.05 We could split: Pay, Benefits, Schedule sections will capture those specifics. The department line also includes "Radiation Status" maybe not needed. We'll keep the substantive info in appropriate sections. Thus About the role paragraph can be just the descriptive sentence about seeking two postdoctoral researchers. Now Responsibilities: list items. We need to capture each responsibility bullet. Responsibilities: - Developing novel machine learning and deep learning methodologies for medical imaging, computational pathology, and multimodal biomedical data analysis. - Designing, implementing, and evaluating AI algorithms using large-scale radiology, pathology, genomic, transcriptomic, and clinical datasets. - Publishing research in leading biomedical and artificial intelligence journals and conferences. - Presenting research findings at national and international scientific meetings. - Mentoring graduate students, medical students, and research staff. - Establishing collaborations with investigators across multiple disciplines and institutions. We'll put- each.
Qualifications: Required Qualifications list and Preferred Qualifications list.
We can have
Qualifications
then maybe subheadings? Not allowed; only h3 for section headings. Could embed paragraphs with bold? Not needed. We'll just list required and preferred as separate- with preceding
- Developing novel machine learning and deep learning methodologies for medical imaging, computational pathology, and multimodal biomedical data analysis.
- Designing, implementing, and evaluating AI algorithms using large-scale radiology, pathology, genomic, transcriptomic, and clinical datasets.
- Publishing research in leading biomedical and artificial intelligence journals and conferences.
- Presenting research findings at national and international scientific meetings.
- Mentoring graduate students, medical students, and research staff.
- Establishing collaborations with investigators across multiple disciplines and institutions.
- PhD in Artificial Intelligence, Biomedical Engineering, Computer Science, Electrical or Computer Engineering, Bioinformatics, Data Science, Statistics, or a closely related quantitative discipline.
- Strong background in machine learning, deep learning, computer vision, or multimodal AI.
- Ability to conduct independent research while working effectively in a collaborative environment.
- Experience in one or more of the following areas is highly desirable: Computational pathology and whole-slide image analysis
- Medical image analysis (CT, MRI, PET/CT)
- Vision-language models and multimodal large language models
- High-performance computing and large-scale biomedical data analysis
- CV
- One representative publication
- A research statement (no more than one page)
- Compensation: Base compensation listed within the listed pay range based on factors such as qualifications, skills, relevant experience, and/or training; premium pay such as shift, on call, and more based on a teammate's job; incentive pay for select positions; opportunity for annual increases based on performance.
- Benefits And More: Paid Time Off programs; Health and welfare benefits such as medical, dental, vision, life, and Short- and Long-Term Disability; Flexible Spending Accounts for eligible health care and dependent care expenses; Family benefits such as adoption assistance and paid parental leave; Defined contribution retirement plans with employer match and other financial wellness programs; Educational Assistance Program.
indicating Required Qualifications and Preferred Qualifications. But we must not invent headings; we can just have
Required Qualifications:
then- . That's fine.
Required Application Materials: list CV, One representative publication, A research statement (no more than one page). We'll put under maybe
Application Materials
but not in allowed headings list; but we can still usefor any section heading; the examples are not exhaustive. The instruction: "use
for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule)." It says e.g., meaning examples, not limited to those. So we can use other headings like Application Materials, Professional Development, About Advocate Health. That's fine. Thus we will have sections: About the role, Responsibilities, Qualifications, Application Materials, Professional Development, Benefits, Pay, Schedule, About Advocate Health. Check if any section content is just boilerplate: Professional Development paragraph is substantive. Benefits section includes benefits list. Pay section includes pay range. Schedule section includes hours. Now we need to ensure we don't include duplicated lines. There's duplication of "Benefits Eligible Yes" maybe appears also in benefits list; we will include only once. Now craft HTML. Let's write:
About the role
The Laboratory at Wake Forest University School of Medicine is seeking two Postdoctoral Researchers to join our NIH-funded interdisciplinary research program in artificial intelligence, medical imaging, computational pathology, and precision oncology.
Responsibilities
Qualifications
Required Qualifications:
Preferred Qualifications:
Application Materials
Professional Development
The Laboratory is committed to supporting the career development of postdoctoral fellows. Fellows will receive mentorship in scientific leadership, grant writing, laboratory management, and career planning. Outstanding candidates will have opportunities to develop independent research directions, compete for individual fellowship and career development awards (e.g., NIH K99/R00 and K01), establish national and international collaborations, and build a competitive portfolio for academic faculty or industry research positions.
Benefits
Benefits Eligible Yes. Advocate Health offers a comprehensive suite of Total Rewards: benefits and well-being programs, competitive compensation, generous retirement offerings, programs that invest in your career development and so much more - so you can live fully at and away from work, including:
Pay
Pay Range: $30.70 - $46.05
Schedule
Hours Per Week: 40. Schedule Details/Additional Information: Lab Hours - typically 8 AM - 5 PM.
About Advocate Health
Advocate Health is the third-largest nonprofit, integrated health system in the United States, created from the combination of Advocate Aurora Health and Atrium Health. Providing care under the names Advocate Health Care in Illinois; Atrium Health in the Carolinas, Georgia and Alabama; and Aurora Health Care in Wisconsin, Advocate Health is a national leader in clinical innovation, health outcomes, consumer experience and value-based care. Headquartered in Charlotte, North Carolina, Advocate Health services nearly 6 million patients and is engaged in hundreds of clinical trials and research studies, with Wake Forest University School of Medicine serving as the academic core of the enterprise. It is nationally recognized for its expertise in cardiology, neurosciences, oncology, pediatrics and rehabilitation, as well as organ transpl