Decision Analytics Consultant, Commercial Revenue Forecasting

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<h1>Commercial Forecasting Analytics Associate Consultant</h1><p><strong>Location:</strong> South San Francisco, California, United States</p><p><span><strong><span>ZS</span></strong><span> 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 <strong>bringing together data, science, technology</strong> and <strong>human ingenuity</strong> 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 <strong>client-first mentality</strong> 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.</span></span></p><p> </p> <p><strong><span><span>Insights & Analytics</span></span></strong><span> </span></p><p><strong><span><span>ZSs </span><span>Insights & Analytics</span><span> group</span></span></strong><span><span> ZSs Insights & Analytics group partners with clients to design and deliver solutions that address complex business challenges across strategy, commercial effectiveness, forecasting, customer analytics, and business operations. Our teams combine deep industry expertise, advanced analytics, and innovative technologies to help organizations make better decisions and achieve measurable business impact. We work across multiple projects simultaneously, leveraging rigorous problem-solving, data-driven insights, and thought leadership to deliver sustainable value to our clients.</span></span></p><p> </p><p><strong><span><span>What </span><span>You’ll</span><span> Do: </span></span></strong><span> </span></p><ul><li><span>Develop and maintain commercial revenue forecasting models that support product launch planning, lifecycle management, portfolio strategy, business development evaluations, and long-range planning.</span></li><li><span>Build patient-based, patient-flow, analog-based, and scenario planning forecasts using diverse data sources and market inputs.</span></li><li><span>Analyze key forecast drivers, assess risks and opportunities, and evaluate business scenarios to support strategic decision-making.</span></li><li><span>Leverage advanced analytical techniques and quantitative methods to solve complex business problems.</span></li><li><span>Design and execute custom analyses using modern analytical tools and technologies to address client needs.</span></li><li><span>Partner with cross-functional stakeholders to gather inputs, align assumptions, and support forecast development and planning activities.</span></li><li><span>Support forecast governance processes, forecast reviews, and forecast performance assessments.</span></li><li><span>Translate analytical findings into actionable business recommendations for client and internal teams.</span></li><li><span>Create high-quality project deliverables, analytical models, dashboards, and decision-support tools.</span></li><li><span>Manage specific workstreams, monitor project progress, and provide timely updates to clients and project teams.</span></li><li><span>Contribute to the development of reusable methodologies, automation solutions, and innovative forecasting capabilities.</span></li><li><span>Guide and mentor Associates while contributing to team development and capability building.</span><span> </span></li></ul><p><span> </span></p><p><strong><span><span>What </span><span>You’ll</span><span> Bring:</span></span></strong><span> </span></p><ul><li><span>Bachelors or masters</span><span> degree with a strong record of academic achievement in quantitative disciplines such as Statistics, Data Science, Economics, Engineering, Mathematics, Operations Research, Business Analytics, Computer Science, or related fields.</span></li><li>2-4 years of relevant professional experience in analytics, consulting, revenue forecasting, commercial forecasting, market research, commercial operations, or related analytical fields. A PhD may substitute for professional experience.</li></ul><p> </p><ul><li>Strong problem-solving skills with the ability to structure ambiguous business questions and develop analytical approaches.</li></ul><p> </p><ul><li>Knowledge of commercial forecasting methodologies including patient-based forecasting, patient-flow forecasting, analog forecasting, scenario planning, and sensitivity analysis.</li></ul><p> </p><ul><li>Understanding of pharmaceutical and healthcare commercial dynamics, including product launches, treatment pathways, competitive landscapes, pricing and access considerations, and market evolution.</li></ul><p> </p><ul><li>Experience working with large and complex datasets and generating business insights.</li></ul><p> </p><ul><li>Proficiency in analytical and visualization tools such as Python, R, SQL, Tableau, Power BI, Excel, or similar platforms.</li></ul><p> </p><ul><li>Strong verbal and written communication skills.</li></ul><p> </p><ul><li>Ability to manage multiple priorities in a fast-paced environment.</li></ul><p> </p><ul><li>Strong attention to detail and commitment to delivering high-quality work.</li></ul><p> </p><ul><li><span><span>High motivation, </span><span>good work</span><span> ethic, </span><span>maturity</span><span> and personal </span><span>initiative.</span></span><span> </span></li></ul><p> </p><ul><li><span><span>Strong oral and written communication </span><span>skills.</span></span><span> </span></li></ul><p> </p><ul><li><span><span>Empathy, </span><span>adaptability</span><span> and emotional </span><span>intelligence.</span></span><span> </span></li></ul><p> </p><ul><li><span><span>Close attention to detail, with a quality-focused </span><span>mindset.</span></span><span> </span></li></ul><p> </p><ul><li><span><span>Self-discipline for planning and organizing </span><span>tasks.</span></span><span> </span></li></ul><p> </p><ul><li><span><span>Aptitude for, and enjoyment of, working in teams.</span></span></li></ul><p> </p><ul><li>Fluency in English.</li></ul><p> </p><ul><li>Client-first mentality.</li></ul><p> </p><ul><li>Intense work ethic.</li></ul><p> </p><ul><li>Collaborative spirit and problem-solving approach.</li></ul> <p><span><strong>How you’ll grow:</strong></span></p><ul><li><span>Cross-functional skills development & custom learning pathways</span></li><li><span>Milestone training programs aligned to career progression opportunities</span></li><li><span>Internal mobility paths that empower growth via s-curves, individual contribution and role expansions</span></li></ul><p> </p><p><span><strong>Perks & Benefits:</strong></span></p><p><span>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 <a>United States</a>, visit <a>ZS US office locations | Where we work | ZS</a>. </span></p><p> </p><p><span><strong>Hybrid working model:</strong></span></p><p><span>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.</span></p><p> </p><p><span><strong>Travel:</strong></span></p><p><span>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.</span></p><p> </p><p><span><strong>Considering applying?</strong></span></p><p><span>At ZS, we honor the visible and invisible elements of our identities, personal experiences, and belief systems—the ones that comprise us as individuals, shape who we are, and make us unique. We believe your personal interests, identities, and desire to learn are integral to your success here. We are committed to building a team that reflects a broad variety of backgrounds, perspectives, and experiences. <span><a>Learn more</a></span> about our inclusion and belonging efforts and the networks ZS supports to assist our ZSers in cultivating community spaces and obtaining the resources they need to thrive.</span></p><p> </p><p><span>If you’re eager to grow, contribute, and bring your unique self to our work, we encourage you to apply.</span><br /><br /><span>ZS is an equal opportunity employer and is committed to providing equal employment and advancement opportunities without regard to any class protected by applicable law.</span><br /><br /></p><p><strong><span>Work Authorization:</span></strong></p><p><span>This position is not eligible for visa sponsorship. Candidates must have authorization to work in the United States that does not now or in the future require employer sponsorship.</span></p><p> </p><p><span>To complete your application:</span><br /><span>An on-line application, including a full set of transcripts (official or unofficial), is required to be considered.</span><br /><br /><span>NO AGENCY CALLS, PLEASE.</span><br /><br /><span>Find Out More At:</span><br /><span><a> & Analytics</span></span></strong><span> </span></p><p><strong><span><span>ZSs </span><span>Insights & Analytics</span><span> group</span></span></strong><span><span> ZSs Insights & Analytics group partners with clients to design and deliver solutions that address complex business challenges across strategy, commercial effectiveness, forecasting, customer analytics, and business operations. Our teams combine deep industry expertise, advanced analytics, and innovative technologies to help organizations make better decisions and achieve measurable business impact. We work across multiple projects simultaneously, leveraging rigorous problem-solving, data-driven insights, and thought leadership to deliver sustainable value to our clients.</span></span></p><p> </p><p><strong><span><span>What </span><span>You’ll</span><span> Do: </span></span></strong><span> </span></p><ul><li><span>Develop and maintain commercial revenue forecasting models that support product launch planning, lifecycle management, portfolio strategy, business development evaluations, and long-range planning.</span></li><li><span>Build patient-based, patient-flow, analog-based, and scenario planning forecasts using diverse data sources and market inputs.</span></li><li><span>Analyze key forecast drivers, assess risks and opportunities, and evaluate business scenarios to support strategic decision-making.</span></li><li><span>Leverage advanced analytical techniques and quantitative methods to solve complex business problems.</span></li><li><span>Design and execute custom analyses using modern analytical tools and technologies to address client needs.</span></li><li><span>Partner with cross-functional stakeholders to gather inputs, align assumptions, and support forecast development and planning activities.</span></li><li><span>Support forecast governance processes, forecast reviews, and forecast performance assessments.</span></li><li><span>Translate analytical findings into actionable business recommendations for client and internal teams.</span></li><li><span>Create high-quality project deliverables, analytical models, dashboards, and decision-support tools.</span></li><li><span>Manage specific workstreams, monitor project progress, and provide timely updates to clients and project teams.</span></li><li><span>Contribute to the development of reusable methodologies, automation solutions, and innovative forecasting capabilities.</span></li><li><span>Guide and mentor Associates while contributing to team development and capability building.</span><span> </span></li></ul><p><span> </span></p><p><strong><span><span>What </span><span>You’ll</span><span> Bring:</span></span></strong><span> </span></p><ul><li><span>Bachelors or masters</span><span> degree with a strong record of academic achievement in quantitative disciplines such as Statistics, Data Science, Economics, Engineering, Mathematics, Operations Research, Business Analytics, Computer Science, or related fields.</span></li><li>2-4 years of relevant professional experience in analytics, consulting, revenue forecasting, commercial forecasting, market research, commercial operations, or related analytical fields. A PhD may substitute for professional experience.</li></ul><p> </p><ul><li>Strong problem-solving skills with the ability to structure ambiguous business questions and develop analytical approaches.</li></ul><p> </p><ul><li>Knowledge of commercial forecasting methodologies including patient-based forecasting, patient-flow forecasting, analog forecasting, scenario planning, and sensitivity analysis.</li></ul><p> </p><ul><li>Understanding of pharmaceutical and healthcare commercial dynamics, including product launches, treatment pathways, competitive landscapes, pricing and access considerations, and market evolution.</li></ul><p> </p><ul><li>Experience working with large and complex datasets and generating business insights.</li></ul><p> </p><ul><li>Proficiency in analytical and visualization tools such as Python, R, SQL, Tableau, Power BI, Excel, or similar platforms.</li></ul><p> </p><ul><li>Strong verbal and written communication skills.</li></ul><p> </p><ul><li>Ability to manage multiple priorities in a fast-paced environment.</li></ul><p> </p><ul><li>Strong attention to detail and commitment to delivering high-quality work.</li></ul><p> </p><ul><li><span><span>High motivation, </span><span>good work</span><span> ethic, </span><span>maturity</span><span> and personal </span><span>initiative.</span></span><span> </span></li></ul><p> </p><ul><li><span><span>Strong oral and written communication </span><span>skills.</span></span><span> </span></li></ul><p> </p><ul><li><span><span>Empathy, </span><span>adaptability</span><span> and emotional </span><span>intelligence.</span></span><span> </span></li></ul><p> </p><ul><li><span><span>Close attention to detail, with a quality-focused </span><span>mindset.</span></span><span> </span></li></ul><p> </p><ul><li><span><span>Self-discipline for planning and organizing </span><span>tasks.</span></span><span> </span></li></ul><p> </p><ul><li><span><span>Aptitude for, and enjoyment of, working in teams.</span></span></li></ul><p> </p><ul><li>Fluency in English.</li></ul><p> </p><ul><li>Client-first mentality.</li></ul><p> </p><ul><li>Intense work ethic.</li></ul><p> </p><ul><li>Collaborative spirit and problem-solving approach.</li></ul><h3>Qualifications</h3><p><span><strong>How you’ll grow:</strong></span></p><ul><li><span>Cross-functional skills development & custom learning pathways</span></li><li><span>Milestone training programs aligned to career progression opportunities</span></li><li><span>Internal mobility paths that empower growth via s-curves, individual contribution and role expansions</span></li></ul><p> </p><p><span><strong>Perks & Benefits:</strong></span></p><p><span>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 <a>United States</a>, visit <a>ZS US office locations | Where we work | ZS</a>. </span></p><p> </p><p><span><strong>Hybrid working model:</strong></span></p><p><span>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.</span></p><p> </p><p><span><strong>Travel:</strong></span></p><p><span>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.</span></p><p> </p><p><span><strong>Considering applying?</strong></span></p><p><span>At ZS, we honor the visible and invisible elements of our identities, personal experiences, and belief systems—the ones that comprise us as individuals, shape who we are, and make us unique. We believe your personal interests, identities, and desire to learn are integral to your success here. We are committed to building a team that reflects a broad variety of backgrounds, perspectives, and experiences. <span><a>Learn more</a></span> about our inclusion and belonging efforts and the networks ZS supports to assist our ZSers in cultivating community spaces and obtaining the resources they need to thrive.</span></p><p> </p><p><span>If you’re eager to grow, contribute, and bring your unique self to our work, we encourage you to apply.</span><br /><br /><span>ZS is an equal opportunity employer and is committed to providing equal employment and advancement opportunities without regard to any class protected by applicable law.</span><br /><br /></p><p><strong><span>Work Authorization:</span></strong></p><p><span>This position is not eligible for visa sponsorship. Candidates must have authorization to work in the United States that does not now or in the future require employer sponsorship.</span></p><p> </p><p><span>To complete your application:</span><br /><span>An on-line application, including a full set of transcripts (official or unofficial), is required to be considered.</span><br /><br /><span>NO AGENCY CALLS, PLEASE.</span><br /><br /><span>Find Out More At:</span><br /><span><a>

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Common Interview Questions And Answers

1. HOW DO YOU PLAN YOUR DAY?

This is what this question poses: When do you focus and start working seriously? What are the hours you work optimally? Are you a night owl? A morning bird? Remote teams can be made up of people working on different shifts and around the world, so you won't necessarily be stuck in the 9-5 schedule if it's not for you...

2. HOW DO YOU USE THE DIFFERENT COMMUNICATION TOOLS IN DIFFERENT SITUATIONS?

When you're working on a remote team, there's no way to chat in the hallway between meetings or catch up on the latest project during an office carpool. Therefore, virtual communication will be absolutely essential to get your work done...

3. WHAT IS "WORKING REMOTE" REALLY FOR YOU?

Many people want to work remotely because of the flexibility it allows. You can work anywhere and at any time of the day...

4. WHAT DO YOU NEED IN YOUR PHYSICAL WORKSPACE TO SUCCEED IN YOUR WORK?

With this question, companies are looking to see what equipment they may need to provide you with and to verify how aware you are of what remote working could mean for you physically and logistically...

5. HOW DO YOU PROCESS INFORMATION?

Several years ago, I was working in a team to plan a big event. My supervisor made us all work as a team before the big day. One of our activities has been to find out how each of us processes information...

6. HOW DO YOU MANAGE THE CALENDAR AND THE PROGRAM? WHICH APPLICATIONS / SYSTEM DO YOU USE?

Or you may receive even more specific questions, such as: What's on your calendar? Do you plan blocks of time to do certain types of work? Do you have an open calendar that everyone can see?...

7. HOW DO YOU ORGANIZE FILES, LINKS, AND TABS ON YOUR COMPUTER?

Just like your schedule, how you track files and other information is very important. After all, everything is digital!...

8. HOW TO PRIORITIZE WORK?

The day I watched Marie Forleo's film separating the important from the urgent, my life changed. Not all remote jobs start fast, but most of them are...

9. HOW DO YOU PREPARE FOR A MEETING AND PREPARE A MEETING? WHAT DO YOU SEE HAPPENING DURING THE MEETING?

Just as communication is essential when working remotely, so is organization. Because you won't have those opportunities in the elevator or a casual conversation in the lunchroom, you should take advantage of the little time you have in a video or phone conference...

10. HOW DO YOU USE TECHNOLOGY ON A DAILY BASIS, IN YOUR WORK AND FOR YOUR PLEASURE?

This is a great question because it shows your comfort level with technology, which is very important for a remote worker because you will be working with technology over time...