Research Postdoctoral Fellow - Biomedical Engineering
Atrium Health Wake Forest Baptist · Winston-Salem, NC · 1 mo ago
On-siteAnalyst$30.7–$46.05/hrFull-time
We need to output HTML fragment with sections only if real content. Use for headings: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. We must not repeat job title as heading. Must not include Job ID etc. Must preserve all substantive info. Remove boilerplate.
Let's parse the posting.
Content:
- Department 85082 Wake Forest University Health Sciences - Academic Biomedical Engineering
- Status Full time
- Benefits Eligible Yes
- Hours Per Week 40
- Schedule Details/Additional Information (maybe schedule info)
- Job Summary: paragraph about Connected Health Lab etc.
- What You’ll Do: list bullet points (Study design and implementation, Biomechanical, clinical, and digital health data analysis, Software development and validation, Development of computer vision, signal processing, and machine learning methods, Scientific writing, Manuscript, fellowship, and grant proposal development, Presentation of research findings, Student mentorship, Collaboration across interdisciplinary research teams)
- Required: What You’ll Bring: Ph.D. in biomedical engineering, computer science, data science, or a related field; Demonstrated experience publishing scientific manuscripts; Strong scientific writing skills
- Preferred: Experience with biomechanics, digital health, computer vision, wearable sensors, machine learning, clinical research, or implementation science; The ideal candidate is intellectually curious, highly collaborative, interested in developing an independent academic research career, and excited to help build a growing research program focused on translating innovative technologies into meaningful improvements in human health.
- More About Wake Forest University School Of Medicine (WFUSM): paragraph.
- Pay Range $30.70 - $46.05
- Research Fellow (maybe title)
- Our Commitment to You: 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
- Note: Eligibility for programs listed above may depend on your FTE or status (e.g., full-time, part-time, per diem, temporary, etc.); please ask a Recruiter for more information during an interview.
- About Advocate Health: paragraph.
We need to include sections only if real content. Likely sections: About the role (Job Summary), Responsibilities (What You’ll Do), Requirements (Required), Qualifications (Preferred? Actually qualifications could be required and preferred; but we have both Required and Preferred. Could combine into Requirements and Qualifications? The instruction: Use headings for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). So we need to map content accordingly.
- About the role: Job Summary paragraph.
- Responsibilities: What You’ll Do list.
- Requirements: Required (Ph.D., experience publishing manuscripts, strong scientific writing skills).
- Qualifications: Preferred (experience with biomechanics, digital health, etc.) plus maybe personal traits.
- Skills: Could list specific skills like computer vision, signal processing, machine learning, etc. But we already have those in Preferred. Could create Skills section for technical skills: computer vision, signal processing, machine learning, biomechanics, wearable sensors, etc. However we must not invent content; we can extract from Preferred and Responsibilities. The posting includes "Experience with biomechanics, digital health, computer vision, wearable sensors, machine learning, clinical research, or implementation science". That's skills. Also "Development of computer vision, signal processing, and machine learning methods" from responsibilities. So we can create Skills section with those.
- Benefits: The posting mentions Benefits Eligible Yes, Hours Per Week 40, Schedule Details/Additional Information, and then later Benefits And More list. So we have benefits content: Paid Time Off, health and welfare benefits, etc. Also note about eligibility. So we can create Benefits section with that list.
- Pay: Pay Range $30.70 - $46.05. Also compensation details: Base compensation within pay range, premium pay, incentive pay, annual increases. So we can include Pay section with that.
- Schedule: Hours Per Week 40, Schedule Details/Additional Information (maybe none). So we can include Schedule section with Hours Per Week 40 and maybe note schedule details if any. The posting says "Schedule Details/Additional Information" but no detail given. Might be empty; we should not create a section with filler. However we have Hours Per Week 40 which is substantive. So we can include Schedule section with that.
We must not include boilerplate like EEO, etc. We removed.
We must not repeat job title as heading. The job title is "Postdoctoral Research Fellow" maybe appears but we must not use as heading.
We must not include Job ID/requisition numbers.
We must preserve all substantive information; do not invent or summarize away detail. So we need to include all details from the posting, but we can rephrase? The instruction: "Preserve ALL substantive information; do NOT invent or summarize away detail." Means we should not omit details, but we can reformat. Likely we should keep the exact phrasing where possible, but we can put into lists.
We need to output only HTML fragment, no /, no markdown fences.
Let's construct:
for headings: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. We must not repeat job title as heading. Must not include Job ID etc. Must preserve all substantive info. Remove boilerplate.
Let's parse the posting.
Content:
- Department 85082 Wake Forest University Health Sciences - Academic Biomedical Engineering
- Status Full time
- Benefits Eligible Yes
- Hours Per Week 40
- Schedule Details/Additional Information (maybe schedule info)
- Job Summary: paragraph about Connected Health Lab etc.
- What You’ll Do: list bullet points (Study design and implementation, Biomechanical, clinical, and digital health data analysis, Software development and validation, Development of computer vision, signal processing, and machine learning methods, Scientific writing, Manuscript, fellowship, and grant proposal development, Presentation of research findings, Student mentorship, Collaboration across interdisciplinary research teams)
- Required: What You’ll Bring: Ph.D. in biomedical engineering, computer science, data science, or a related field; Demonstrated experience publishing scientific manuscripts; Strong scientific writing skills
- Preferred: Experience with biomechanics, digital health, computer vision, wearable sensors, machine learning, clinical research, or implementation science; The ideal candidate is intellectually curious, highly collaborative, interested in developing an independent academic research career, and excited to help build a growing research program focused on translating innovative technologies into meaningful improvements in human health.
- More About Wake Forest University School Of Medicine (WFUSM): paragraph.
- Pay Range $30.70 - $46.05
- Research Fellow (maybe title)
- Our Commitment to You: 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
- Note: Eligibility for programs listed above may depend on your FTE or status (e.g., full-time, part-time, per diem, temporary, etc.); please ask a Recruiter for more information during an interview.
- About Advocate Health: paragraph.
We need to include sections only if real content. Likely sections: About the role (Job Summary), Responsibilities (What You’ll Do), Requirements (Required), Qualifications (Preferred? Actually qualifications could be required and preferred; but we have both Required and Preferred. Could combine into Requirements and Qualifications? The instruction: Use headings for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). So we need to map content accordingly.
- About the role: Job Summary paragraph.
- Responsibilities: What You’ll Do list.
- Requirements: Required (Ph.D., experience publishing manuscripts, strong scientific writing skills).
- Qualifications: Preferred (experience with biomechanics, digital health, etc.) plus maybe personal traits.
- Skills: Could list specific skills like computer vision, signal processing, machine learning, etc. But we already have those in Preferred. Could create Skills section for technical skills: computer vision, signal processing, machine learning, biomechanics, wearable sensors, etc. However we must not invent content; we can extract from Preferred and Responsibilities. The posting includes "Experience with biomechanics, digital health, computer vision, wearable sensors, machine learning, clinical research, or implementation science". That's skills. Also "Development of computer vision, signal processing, and machine learning methods" from responsibilities. So we can create Skills section with those.
- Benefits: The posting mentions Benefits Eligible Yes, Hours Per Week 40, Schedule Details/Additional Information, and then later Benefits And More list. So we have benefits content: Paid Time Off, health and welfare benefits, etc. Also note about eligibility. So we can create Benefits section with that list.
- Pay: Pay Range $30.70 - $46.05. Also compensation details: Base compensation within pay range, premium pay, incentive pay, annual increases. So we can include Pay section with that.
- Schedule: Hours Per Week 40, Schedule Details/Additional Information (maybe none). So we can include Schedule section with Hours Per Week 40 and maybe note schedule details if any. The posting says "Schedule Details/Additional Information" but no detail given. Might be empty; we should not create a section with filler. However we have Hours Per Week 40 which is substantive. So we can include Schedule section with that.
We must not include boilerplate like EEO, etc. We removed.
We must not repeat job title as heading. The job title is "Postdoctoral Research Fellow" maybe appears but we must not use as heading.
We must not include Job ID/requisition numbers.
We must preserve all substantive information; do not invent or summarize away detail. So we need to include all details from the posting, but we can rephrase? The instruction: "Preserve ALL substantive information; do NOT invent or summarize away detail." Means we should not omit details, but we can reformat. Likely we should keep the exact phrasing where possible, but we can put into lists.
We need to output only HTML fragment, no /, no markdown fences.
Let's construct:
About the role
The Connected Health Lab within the Center for Remote Health Monitoring at Wake Forest University School of Medicine is seeking a motivated and enthusiastic Postdoctoral Research Fellow to join a growing interdisciplinary research program focused on developing, evaluating, and implementing technology-enabled approaches to improve mobility, physical function, and musculoskeletal health. Our research integrates biomechanics, artificial intelligence, digital health, behavioral science, implementation science, and human-centered design to create scalable solutions that improve health across the lifespan. Current and planned projects include developing objective movement assessment tools using smartphone video, markerless motion capture, wearable sensors, and machine learning; designing and evaluating digital interventions to improve physical activity and musculoskeletal health; developing digital biomarkers of mobility and physical function; implementing technology-enabled interventions within healthcare systems; and building next-generation digital health platforms that combine movement assessment, remote monitoring, and personalized behavioral support. Additional collaborative projects include adaptive sports, healthy aging, rehabilitation, and sports performance. Researchers will have the opportunity to contribute to ongoing studies while helping shape new research directions and develop independent projects through collaborations across Wake Forest University School of Medicine and external academic, clinical, and industry partners.
Responsibilities
- Study design and implementation
- Biomechanical, clinical, and digital health data analysis
- Software development and validation
- Development of computer vision, signal processing, and machine learning methods
- Scientific writing
- Manuscript, fellowship, and grant proposal development
- Presentation of research findings
- Student mentorship
- Collaboration across interdisciplinary research teams
Requirements
- Ph.D. in biomedical engineering, computer science, data science, or a related field
- Demonstrated experience publishing scientific manuscripts
- Strong scientific writing skills
Qualifications
- Experience with biomechanics, digital health, computer vision, wearable sensors, machine learning, clinical research, or implementation science
- Intellectually curious, highly collaborative, interested in developing an independent academic research career
- Excited to help build a growing research program focused on translating innovative technologies into meaningful improvements in human health
Skills
- Computer vision
- Signal processing
- Machine learning
- Biomechanics
- Wearable sensors
- Digital health
- Clinical research
- Implementation science
- Scientific writing
- Grant proposal development
- Data analysis
- Software development
Benefits
- 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
Note: Eligibility for programs listed above may depend on your FTE or status (e.g., full-time, part-time, per diem, temporary, etc.); please ask a Recruiter for more information during an interview.
We also have Benefits Eligible Yes and Hours Per Week 40 earlier; but those are covered in Benefits and Schedule.Pay
- Pay Range: $30.70 - $46.05 per hour
- 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
Schedule
Hours Per Week: 40
We also have "Schedule Details/Additional Information" but no detail; we omit. We also have "Department 85082 Wake Forest University Health Sciences - Academic Biomedical Engineering Status Full time Benefits Eligible Yes Hours Per Week 40". We captured status full time maybe not needed but could be included in Schedule or Benefits? Could add a line about full-time status. But we already have Hours Per Week 40 implying full-time. Could add a note: "Status: Full time". Might be considered substantive. Let's add to Schedule section maybe. Better: Schedule section includes Hours Per Week 40 and Status: Full time. Let's adjust Schedule:Schedule
- Status: Full time
- Hours Per Week: 40
or drop it. Department info is minor metadata; we could fold into a short p after About the role or at top. But we already have About the role paragraph; we could prepend a sentence: "Department 85082 Wake Forest University Health Sciences - Academic Biomedical Engineering."