Real-World Data (RWD) Consultant
for headings: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. We must not repeat job title. We need to extract content from posting. Let's parse the posting: Intro: "ZS is a place where passion changes lives..." That's about the company, maybe "About the role"? Actually "About the role" could be description of role. The posting includes "Insights & Analytics ZS's Insights & Analytics group partners..." That's about the group. Then "What You’ll Do" is responsibilities. Then "What You’ll Bring" is qualifications/requirements. Then "How you’ll grow:" maybe benefits? Actually that's growth opportunities. Then "Perks & Benefits:" then details. Then "Hybrid working model:" schedule? Travel: schedule? Might be schedule. Also "Work Authorization:" maybe metadata. We need to include sections only when posting has real specific content. Avoid filler like "commensurate with experience". Not present. We need to produce sections: About the role (maybe intro + group description). Responsibilities (What You’ll Do). Requirements (maybe "What You’ll Bring" includes education/experience). Qualifications (maybe same as Requirements? Might combine). Skills (maybe list of skills). Benefits (Perks & Benefits). Pay (none given). Schedule (Hybrid working model, Travel). We must not create Pay if not stated. So omit Pay section. We must not include boilerplate like EEO, equal opportunity, scam warning, etc. Also remove "Work Authorization:" maybe considered metadata but could be included in short p? The instruction: "Do NOT put Job ID / requisition numbers as headings — fold minor metadata into a short
or drop it." Work Authorization is metadata; we could include as a short p under maybe a generic section? But we shouldn't create a heading for it. Could just drop it. Probably drop it. Also "Considering applying?" etc is boilerplate; drop. We need to preserve all substantive information. Let's extract. About the role: Could combine first paragraph and Insights & Analytics description. First paragraph: "ZS is a place where passion changes lives. As a management consulting and technology firm focused on improving life and how we live it, we transform ideas into impact by bringing together data, science, technology and human ingenuity to deliver better outcomes for all. Here you’ll work side-by-side with a powerful collective of thinkers and experts shaping life-changing solutions for patients, caregivers and consumers, worldwide. ZSers drive impact by bringing a client-first mentality to each and every engagement. We partner collaboratively with our clients to develop custom solutions and technology products that create value and deliver company results across critical areas of their business. Bring your curiosity for learning, bold ideas, courage and passion to drive life-changing impact to ZS." Then Insights & Analytics: "ZS's Insights & Analytics group partners with clients to design and deliver solutions to help them tackle a broad range of business challenges. Our teams work on multiple projects simultaneously, leveraging advanced data analytics and problem-solving techniques. Our recommendations and solutions are based on rigorous research and analysis underpinned by deep expertise and thought leadership." Combine into About the role. Responsibilities (What You’ll Do): list bullet points. Let's extract each bullet: - Leverage quantitative skills to derive answers to clients' ongoing business analytics and reporting questions. - Work collaboratively with clients to ascertain the client’s specific business information needs. - Execute a specific plan for analyzing the data necessary to secure solutions to clients’ particular business information need(s). - Discuss and determine with clients which specific data may be best utilized in order to perform the necessary analysis. - Evaluate, assess and analyze the data necessary to provide solutions to the client’s particular business information needs. - Communicate the data results to the client, with an emphasis on answering the business question as opposed to the analytical and reporting processes used. - Gain immediate familiarity with client’s internal processes. - Develop expertise within a client analytics area. - Be available for clients during regular working hours. That's responsibilities. Requirements/Qualifications: "What You’ll Bring" includes education, experience, skills. Let's list: - MBA with a bachelor's (and often graduate) degree in a quantitative, analytical discipline, such as Operations Research, Applied Mathematics, Management Science, Data Science, Statistics, Econometrics, or Engineering. - Alternately, candidates may possess a PhD in marketing, economics, decision sciences or related field with a business application. - In lieu of an MBA or PhD, 5-8 years of relevant work experience may substitute. - Up to 3 years of post-MBA relevant work experience, and 3-5 years of pre-MBA relevant work experience, with evidence of strong analytic work (including use of advanced modeling techniques and tools such as R, SAS, Tableau, or VBA - High motivation, good work ethic, maturity and personal initiative - Aptitude for, and enjoyment of, leading and managing teams. - Effective oral and written communication skills that enable personal impact with senior-level decision makers. - Strong attention to detail, with a quality-focused mindset - Analytic problem-solving skills, with a creative and innovative outlook - Client service orientation - Fluency in English - Client-first mentality - Intense work ethic - Collaborative spirit and problem-solving approach We could separate into Requirements (education/experience) and Skills (soft skills). But we can also combine. The instruction: Use headings for sections like Requirements, Qualifications, Skills. We need to decide what to put where. We could treat "What You’ll Bring" as Requirements (education/experience) and Skills (competencies). But we have many items. Maybe: - Requirements: education/experience bullet points (first four bullets). - Skills: the rest (motivation, leadership, communication, attention to detail, problem-solving, client service, fluency, client-first mentality, work ethic, collaborative spirit). Qualifications maybe similar to Requirements; but we can omit Qualifications if redundant. The instruction: Prefer a few substantive sections over many thin ones. So we could have About the role, Responsibilities, Requirements, Skills, Benefits, Schedule. That's six sections. Benefits: "Perks & Benefits:" paragraph plus bullet? Actually it's a paragraph: "At ZS, your growth matters. We offer a comprehensive total rewards package that supports your health and well‑being, financial future, time away, and professional development. With robust skills‑building programs, multiple career progression paths, internal mobility, and a deeply collaborative culture, you’ll have the opportunity to do meaningful work, expand your capabilities, and thrive as part of a global community. For details on total rewards in United States, visit ZS US office locations | Where we work | ZS." We should keep that prose. Also "Hybrid working model:" and "Travel:" could be under Schedule. Schedule: Hybrid working model description and Travel requirement. Let's extract: Hybrid working model: "We are committed to giving our employees a flexible and connected way of working. A flexible and connected ZS allows us to combine work from home and on-site presence at clients/ZS offices for the majority of our week. The magic of ZS culture and innovation thrives in both planned and spontaneous face-to-face connections." Travel: "Travel is a requirement at ZS for client facing ZSers; business needs of your project and client are the priority. While some projects may be local, all client-facing ZSers should be prepared to travel as needed. Travel provides opportunities to strengthen client relationships, gain diverse experiences, and enhance professional growth by working in different environments and cultures." We can combine into Schedule section. Now we need to output HTML fragment with
headings and - for lists,
for prose.
We must not include any markdown fences.
Let's craft.
Section About the role:
About the role
then ... combined paragraphs.
We need to ensure we preserve all substantive information; not omit any.
Let's write the About the role paragraph: combine both paragraphs.
Paragraph: "ZS is a place where passion changes lives. As a management consulting and technology firm focused on improving life and how we live it, we transform ideas into impact by bringing together data, science, technology and human ingenuity to deliver better outcomes for all. Here you’ll work side-by-side with a powerful collective of thinkers and experts shaping life-changing solutions for patients, caregivers and consumers, worldwide. ZSers drive impact by bringing a client-first mentality to each and every engagement. We partner collaboratively with our clients to develop custom solutions and technology products that create value and deliver company results across critical areas of their business. Bring your curiosity for learning, bold ideas, courage and passion to drive life-changing impact to ZS. ZS's Insights & Analytics group partners with clients to design and deliver solutions to help them tackle a broad range of business challenges. Our teams work on multiple projects simultaneously, leveraging advanced data analytics and problem-solving techniques. Our recommendations and solutions are based on rigorous research and analysis underpinned by deep expertise and thought leadership."
That's fine.
Responsibilities:
Responsibilities
then with each bullet as - .
Requirements:
Requirements
then for education/experience bullets.
Skills: Skills
then for soft skills.
Benefits: Benefits
then with the benefits paragraph.
Schedule:
Schedule
then with hybrid working model and travel paragraphs combined maybe two
or one
with both.
We must not include Pay section.
Check for any duplicate content: Ensure we didn't miss any substantive info like "How you’ll grow:" maybe could be part of Benefits or separate? It mentions growth: "How you’ll grow: Cross-functional skills development & custom learning pathways Milestone training programs aligned to career progression opportunities Internal mobility paths that empower growth via s-curves, individual contribution and role expansions". This is substantive about growth opportunities. Could be part of Benefits or a separate section like "Growth & Development". But we only have headings list; we could include under Benefits as it's about growth. However the Benefits section currently only includes total rewards package. We could incorporate the growth info into Benefits paragraph. Let's extract that.
"How you’ll grow: Cross-functional skills development & custom learning pathways Milestone training programs aligned to career progression opportunities Internal mobility paths that empower growth via s-curves, individual contribution and role expansions"
We should include that in Benefits or maybe as a separate section "Development". Since we only have predefined headings, we could add to Benefits.
Thus Benefits paragraph: combine the original perks & benefits paragraph plus the growth info.
Let's craft Benefits paragraph: "At ZS, your growth matters. We offer a comprehensive total rewards package that supports your health and well‑being, financial future, time away, and professional development. With robust skills‑building programs, multiple career progression paths, internal mobility, and a deeply collaborative culture, you’ll have the opportunity to do meaningful work, expand your capabilities, and thrive as part of a global community. For details on total rewards in United States, visit ZS US office locations | Where we work | ZS. How you’ll grow: Cross-functional skills development & custom learning pathways Milestone training programs aligned to career progression opportunities Internal mobility paths that empower growth via s-curves, individual contribution and role expansions."
Make sure to keep the content.
Now Schedule paragraph: combine hybrid working model and travel.
Paragraph: "Hybrid working model: We are committed to giving our employees a flexible and connected way of working. A flexible and connected ZS allows us to combine work from home and on-site presence at clients/ZS offices for the majority of our week. The magic of ZS culture and innovation thrives in both planned and spontaneous face-to-face connections. Travel: Travel is a requirement at ZS for client facing ZSers; business needs of your project and client are the priority. While some projects may be local, all client-facing ZSers should be prepared to travel as needed. Travel provides opportunities to strengthen
for prose. We must not include any markdown fences. Let's craft. Section About the role:
About the role
then... combined paragraphs. We need to ensure we preserve all substantive information; not omit any. Let's write the About the role paragraph: combine both paragraphs. Paragraph: "ZS is a place where passion changes lives. As a management consulting and technology firm focused on improving life and how we live it, we transform ideas into impact by bringing together data, science, technology and human ingenuity to deliver better outcomes for all. Here you’ll work side-by-side with a powerful collective of thinkers and experts shaping life-changing solutions for patients, caregivers and consumers, worldwide. ZSers drive impact by bringing a client-first mentality to each and every engagement. We partner collaboratively with our clients to develop custom solutions and technology products that create value and deliver company results across critical areas of their business. Bring your curiosity for learning, bold ideas, courage and passion to drive life-changing impact to ZS. ZS's Insights & Analytics group partners with clients to design and deliver solutions to help them tackle a broad range of business challenges. Our teams work on multiple projects simultaneously, leveraging advanced data analytics and problem-solving techniques. Our recommendations and solutions are based on rigorous research and analysis underpinned by deep expertise and thought leadership." That's fine. Responsibilities:
Responsibilities
then- with each bullet as
- .
Requirements:
Requirements
then- for education/experience bullets.
Skills:
Skills
then- for soft skills.
Benefits:
Benefits
thenwith the benefits paragraph. Schedule:
Schedule
thenwith hybrid working model and travel paragraphs combined maybe two
or one
with both. We must not include Pay section. Check for any duplicate content: Ensure we didn't miss any substantive info like "How you’ll grow:" maybe could be part of Benefits or separate? It mentions growth: "How you’ll grow: Cross-functional skills development & custom learning pathways Milestone training programs aligned to career progression opportunities Internal mobility paths that empower growth via s-curves, individual contribution and role expansions". This is substantive about growth opportunities. Could be part of Benefits or a separate section like "Growth & Development". But we only have headings list; we could include under Benefits as it's about growth. However the Benefits section currently only includes total rewards package. We could incorporate the growth info into Benefits paragraph. Let's extract that. "How you’ll grow: Cross-functional skills development & custom learning pathways Milestone training programs aligned to career progression opportunities Internal mobility paths that empower growth via s-curves, individual contribution and role expansions" We should include that in Benefits or maybe as a separate section "Development". Since we only have predefined headings, we could add to Benefits. Thus Benefits paragraph: combine the original perks & benefits paragraph plus the growth info. Let's craft Benefits paragraph: "At ZS, your growth matters. We offer a comprehensive total rewards package that supports your health and well‑being, financial future, time away, and professional development. With robust skills‑building programs, multiple career progression paths, internal mobility, and a deeply collaborative culture, you’ll have the opportunity to do meaningful work, expand your capabilities, and thrive as part of a global community. For details on total rewards in United States, visit ZS US office locations | Where we work | ZS. How you’ll grow: Cross-functional skills development & custom learning pathways Milestone training programs aligned to career progression opportunities Internal mobility paths that empower growth via s-curves, individual contribution and role expansions." Make sure to keep the content. Now Schedule paragraph: combine hybrid working model and travel. Paragraph: "Hybrid working model: We are committed to giving our employees a flexible and connected way of working. A flexible and connected ZS allows us to combine work from home and on-site presence at clients/ZS offices for the majority of our week. The magic of ZS culture and innovation thrives in both planned and spontaneous face-to-face connections. Travel: Travel is a requirement at ZS for client facing ZSers; business needs of your project and client are the priority. While some projects may be local, all client-facing ZSers should be prepared to travel as needed. Travel provides opportunities to strengthen