AI Scientist - Digital Transformation

We need to output HTML fragment with sections: h3 headings for sections present: About the role (maybe Position Summary), Responsibilities (Primary Duties & Responsibilities), Requirements (Education, Experience, Skills?), Qualifications (maybe Preferred Qualifications), Benefits, Pay, Schedule. We must only include sections if posting has real specific content. Let's parse the posting: Location: ST. LOUIS, MO 63130 (metadata, not heading) Scheduled Hours 37.5 (Schedule) Position Summary: Design research protocols. Assist in developing and conducting research projects, including experiment design, data analysis and software development. Partner with cross-disciplinary researchers to design, prototype, and operationalize AI solutions that advance funded research and scholarly impact. Build industry collaborations to introduce state-of-the-art AI tools, accelerating technology transfer and hands-on learning opportunities. Design and deploy high-performance AI systems using GPUs and hardware accelerators. Job Description Primary Duties & Responsibilities: list of duties. Education: Required Qualifications: Master’s degree or combination of education and/or experience may substitute for minimum education. Certifications/Professional Licenses: No specific certification/professional license is required for this position. Work Experience: Relevant Experience (2 Years) Skills: Not Applicable Driver's License: A driver's license is not required for this position. Preferred Qualifications: More About This Job Master’s degree, or combination of education and/or experience may substitute for minimum education. 2 Years of experience in AI Research. PhD. Education: Preferred Qualifications PhD or terminal degree or combination of education and experience may substitute for minimum education. Certifications/Professional Licenses: No additional certification/professional licenses unless stated elsewhere in the job posting. Work Experience: No additional work experience unless stated elsewhere in the job posting. Skills: Artificial Intelligence (AI), Communication, Data Science, Deep Learning, Machine Learning (ML), Reinforcement Learning, Researching, Research Projects, Statistical Models, Teamwork, Technical Writing, Written Communication Grade G14 Salary Range $75,200.00 - $128,800.00 / Annually Benefits Statement: list of benefits. We need sections: About the role (Position Summary). Responsibilities (Primary Duties & Responsibilities). Requirements (maybe Education, Experience, Skills required). Qualifications (Preferred Qualifications). Benefits. Pay. Schedule. We must not repeat job title as heading. We must not include Job ID etc. We must not include boilerplate like EEO, accommodation, pre-employment screening, FAQ, etc. We must preserve all substantive information; do not invent or summarize away detail. So we need to include all details from the posting that are substantive: location? The instruction says we can fold minor metadata into a short

or drop it. Location and scheduled hours maybe minor metadata; but schedule we need to include as a section if we have real specific content. The posting says "Scheduled Hours 37.5". That's specific. So we should include a Schedule section with that info. Location maybe minor; we could drop or put in a p. Probably drop. We need to use

for section headings. Use

• for any list of duties/requirements/benefits, and

  for prose. We need to avoid sections with filler like "commensurate with experience". Not present. We need to include Pay section only if posting actually states them: yes salary range. Benefits: yes. Schedule: yes. Now we need to decide what goes into each section. About the role: Position Summary paragraph(s). Could be multiple sentences; we can put in

  . Responsibilities: list of duties from "Primary Duties & Responsibilities:" after colon. The text includes multiple sentences separated by periods. We should turn each duty into a

• . Let's extract: - Following instructions and discussions with the principal investigator, designs research protocols, including developing procedures for the collection, verification and management of data. - Designs and deploys high-performance AI systems using GPUs and hardware accelerators for research. - Performs software development tasks as needed to support research. - Documents research topics. - Prepares and submits papers based on research work to publications and committees for publication or presentation to peers. - Stays abreast of developments in AI, machine learning and high performance computing. - Conducts literature searches related to research project. - Performs other duties as assigned. Also there is a sentence: "The above statements are intended to describe the general nature and level of work performed by people assigned to this classification. They are not intended to be construed as an exhaustive list of all job duties performed by the personnel so classified. Management reserves the right to revise or amend duties at any time." That's boilerplate; we should remove as per instruction: remove duplicated lines, boilerplate. So we omit that. Now Requirements: we need to include Education, Experience, Skills (required). The posting has "Education: Required Qualifications Master’s degree or combination of education and/or experience may substitute for minimum education." That's a requirement. Also "Certifications/Professional Licenses: No specific certification/professional license is required for this position." That's a requirement (none). "Work Experience: Relevant Experience (2 Years)" requirement. "Skills: Not Applicable" maybe not needed; but it's a statement that skills not applicable? Might be considered filler? It says "Skills: Not Applicable". That's substantive? It says no specific skills required? Might be considered a requirement. But we could include as a

  stating "No specific skills required." However the instruction: do not include filler/placeholder text like "not specified", "N/A", "varies", "TBD". "Not Applicable" maybe similar to N/A. Might be considered placeholder. Safer to omit? But we need to preserve ALL substantive information; "Not Applicable" is substantive? It says skills not applicable, meaning no specific skills required. Could be considered substantive but it's vague. I'd include as a note: "No specific skills required." But that's rephrasing; we should preserve exact wording? The instruction: preserve ALL substantive information; do NOT invent or summarize away detail. So we should keep the exact phrase "Skills: Not Applicable". But that is a label; we could put in a

  "Skills: Not Applicable". However that might be considered boilerplate? Not sure. I'd include it as a

  . Driver's License: A driver's license is not required for this position. That's also a requirement (none). Could include. Thus Requirements section could have multiple

  items or a

  for list. Since it's not a list of duties but separate statements, we can use

  for each. Qualifications: Preferred Qualifications. The posting has a block: "Preferred Qualifications: More About This Job Master’s degree, or combination of education and/or experience may substitute for minimum education. 2 Years of experience in AI Research.PhD. Education: Preferred Qualifications PhD or terminal degree or combination of education and experience may substitute for minimum education. Certifications/Professional Licenses: No additional certification/professional licenses unless stated elsewhere in the job posting. Work Experience: No additional work experience unless stated elsewhere in the job posting. Skills: Artificial Intelligence (AI), Communication, Data Science, Deep Learning, Machine Learning (ML), Reinforcement Learning, Researching, Research Projects, Statistical Models, Teamwork, Technical Writing, Written Communication" We need to extract meaningful preferred qualifications: Master's degree or combination may substitute; 2 Years of experience in AI Research; PhD; PhD or terminal degree or combination may substitute; No additional certification; No additional work experience; Skills list. We should avoid duplication. Let's synthesize: Preferred qualifications include: Master's degree (or combination), 2 years experience in AI Research, PhD (or terminal degree), skills: AI, Communication, Data Science, Deep Learning, Machine Learning (ML), Reinforcement Learning, Researching, Research Projects, Statistical Models, Teamwork, Technical Writing, Written Communication. Also note that no additional certification or work experience required beyond those stated. We can put as

  • for each bullet. Pay: Salary range $75,200.00 - $128,800.00 / Annually. Also Grade G14 maybe mention. We'll include both. Benefits: list from Benefits Statement: Personal Up to 22 days of vacation, 10 recognized holidays, and sick time. Competitive health insurance packages with priority appointments and lower copays/coinsurance. Take advantage of our free Metro transit U-Pass for eligible employees. WashU provides eligible employees with a defined contribution (403(b)) Retirement Savings Plan, which combines employee contributions and university contributions starting at 7%. Wellness Wellness challenges, annual health screenings, mental health resources, mindfulness programs and courses, employee assistance program (EAP), financial resources, access to dietitians, and more! Family We offer 4 weeks of caregiver leave to bond with your new child. Family care resources are also available for your continued childcare needs. Need adult care? We’ve got you covered. WashU covers the cost of tuition for you and your family, including dependent undergraduate-level college tuition up to 100% at WashU and 40% elsewhere after seven years with us. For policies, detailed benefits, and eligibility, please visit: https://hr.wustl.edu/benefits/ We should strip the final sentence about visiting link? It's a reference; maybe keep as part of benefits? It's not boilerplate; it's a link for details. Could keep as a

    with link. But the instruction: remove cookie/navigation/legal/EEO/equal-opportunity/scam-warning boilerplate, duplicated lines, and application instructions. The link is not those; it's a benefits detail link. Might be okay to keep. We'll format benefits as

    • each distinct benefit. Schedule: Scheduled Hours 37.5. We'll put in

      "Scheduled Hours: 37.5 per week." Now we need to output only HTML fragment, no /, no markdown. Let's craft. Structure:

      About the role

      Design research protocols. Assist in developing and conducting research projects, including experiment design, data analysis and software development. Partner with cross-disciplinary researchers to design, prototype, and operationalize AI solutions that advance funded research and scholarly impact. Build industry collaborations to introduce state-of-the-art AI tools, accelerating technology transfer and hands-on learning opportunities. Design and deploy high-performance AI systems using GPUs and hardware accelerators.

      Responsibilities

      • Following instructions and discussions with the principal investigator, designs research protocols, including developing procedures for the collection, verification and management of data.
      • Designs and deploys high-performance AI systems using GPUs and hardware accelerators for research.
      • Performs software development tasks as needed to support research.
      • Documents research topics.
      • Prepares and submits papers based on research work to publications and committees for publication or presentation to peers.
      • Stays abreast of developments in AI, machine learning and high performance computing.
      • Conducts literature searches related to research project.
      • Performs other duties as assigned.

      Requirements

      Education: Master’s degree or combination of education and/or experience may substitute for minimum education.

      Certifications/Professional Licenses: No specific certification/professional license is required for this position.

      Work Experience: Relevant Experience (2 Years)

      Skills: Not Applicable

      Driver's License: A driver's license is not required for this position.

      Qualifications

      • Master’s degree (or combination of education and/or experience)
      • 2 years of experience in AI Research
      • PhD or terminal degree (or combination of education and experience)