Analysis Group Consultant interview questions & guide 2026

Preparing for an interview at Analysis Group requires a dual focus: you must demonstrate both your technical competence and your alignment with the firm's collaborative culture. Questions are drawn from real reported interview experiences and are designed to assess your methodological rigor, communication skills, and motivation.

Behavioral & Motivation

These questions assess your interest in economic consulting specifically, your interest in the firm, and how you navigate team dynamics and conflict.

• Why do you want to pursue a career in economic consulting rather than academic research or traditional management consulting?
• Why are you interested in joining Analysis Group specifically over other economic consulting firms?

Success in the Analysis Group interview process requires a structured approach to preparation. You should not expect a generic management consulting case interview; instead, focus on demonstrating deep analytical capability and clear communication.

Methodological & Quantitative Rigor – You must show a flawless understanding of the econometric and statistical tools listed on your resume. Interviewers will grill you on the details of your past projects, expecting you to defend your methodological choices, data cleaning processes, and model specifications.

Structured Problem-Solving – Whether tackling a market sizing question or an applied microeconomics case, you must structure your thoughts logically. Break down complex, ambiguous problems into testable hypotheses and identify the specific data required to solve them.

Communication & Translation – A key part of the Consultant role is translating dense quantitative findings into intuitive insights for clients, lawyers, and judges. Practice explaining complex economic theories or econometric models using simple, jargon-free language.

Firm Alignment & Motivation – Analysis Group values its collaborative, non-hierarchical culture. You must articulate a clear, compelling narrative for why you want to work in economic consulting and why Analysis Group's culture and practice areas align with your career goals.

The interview process at Analysis Group is rigorous, thorough, and highly personalized. It is designed to evaluate both your technical depth and your interpersonal skills across multiple rounds. While the process is streamlined, it can be long, often involving conversations with numerous professionals at various levels of the firm, from analysts to managing principals.

The process typically begins with an initial screening round, which may consist of one or two remote interviews with analysts or managers. These conversations focus heavily on your background, your resume, and your motivation for entering economic consulting. If you pass this stage, you will progress to the final round. For senior or PhD-level roles, the final round often includes a "job talk" or research presentation, followed by a series of intensive, back-to-back interviews with 5 to 8 senior staff members, including VPs and Managing Principals.

This visual timeline illustrates the typical progression from your initial application to the final offer stage. Candidates should use this roadmap to pace their preparation, ensuring they focus on high-level behavioral alignment early on before diving deep into technical defense and research presentation prep. Note that the inclusion of a job talk or specialized technical grilling may vary depending on whether you apply for a generalist or practice-specific role, such as healthcare.

To excel in the Analysis Group interview process, you must understand the specific competencies that interviewers are trained to evaluate.

Research Presentation & Methodological Defense

For PhDs, postdocs, and research-heavy Master's candidates, your past research is the centerpiece of the evaluation. Interviewers want to see if you can defend your academic work under intense scrutiny, mimicking how an expert witness must defend their testimony in court.

Be ready to go over:

• Identification strategies – How you established causality in your empirical work.

As a Consultant at Analysis Group, your day-to-day responsibilities will vary depending on the stage of your active cases, but they generally center around project management, rigorous analysis, and client communication.

You will act as the primary bridge between the senior leadership (VPs and Managing Principals) and the analytical case teams (Analysts and Associates). You will design empirical strategies, write analytical plans, and oversee the execution of statistical models and data processing. This involves directing junior staff, reviewing their code (often in SAS, Stata, R, or Python), and ensuring the absolute accuracy of all outputs.

In addition to managing the internal team, you will collaborate closely with external academic affiliates. You will help translate their theoretical frameworks into actionable empirical analyses and assist in drafting expert reports, deposition exhibits, and trial testimony. You will also participate in client meetings, presenting progress updates and explaining complex findings in a clear, digestible manner.

Analysis Group maintains high standards for its consulting staff, seeking individuals with exceptional quantitative credentials and professional maturity.

Must-Have Skills

• Advanced quantitative background – A PhD, Master's, or equivalent advanced degree in Economics, Finance, Health Economics, Statistics, or a closely related quantitative field.
• Empirical proficiency – Deep hands-on experience with statistical software such as Stata, SAS, R, or Python for data manipulation and econometric modeling.
• Structured communication – The ability to write clearly and present complex quantitative concepts to non-technical audiences.
• Project management – Proven experience leading teams, managing multiple workstreams, and meeting tight deadlines.

Nice-to-Have Skills

• Industry-specific expertise – Prior experience or specialized research in antitrust, healthcare outcomes (HEOR), intellectual property, or financial valuation.
• Prior consulting experience – Experience working in professional services, litigation support, or economic consulting.
• Publication record – Peer-reviewed publications or working papers demonstrating original research contributions.

Q: How does the Analysis Group interview process differ from management consulting firms? A: While management consulting interviews focus heavily on high-level business frameworks and structured case studies, Analysis Group focuses much more on academic rigor, econometric methodologies, and your ability to defend your past research. Case questions, when they occur, are grounded in applied microeconomics and quantitative problem-solving rather than general business strategy.

Q: What is the "job talk" and who has to do it? A: The job talk is typically required for PhD-level candidates and experienced researchers. It is a 30-to-45-minute presentation where you present your research paper or a major technical project to a panel of Analysis Group consultants and officers. It is followed by a Q&A session where they will probe your methodology, assumptions, and findings.

Q: How technical are the interviews for the healthcare practice compared to the generalist track? A: Interviews for specialized practices like healthcare (HEOR) tend to be highly technical. You will be expected to discuss specific health economics tools, such as cost-benefit analysis (CBA), discrete choice experiments (DCEs), and causal inference methods applied to clinical or observational data.

Q: What is the firm's culture like? A: Analysis Group is known for having a highly collaborative, supportive, and intellectually curious culture. It is less hierarchical than many traditional consulting firms, with a strong emphasis on mentorship, professional development, and maintaining a healthy work-life balance relative to the broader consulting industry.

Know your resume inside and out: Every project, methodology, and tool listed on your CV is fair game. If you listed a specific econometric model or machine learning technique, expect to be asked exactly how it works, why you chose it, and how you implemented it.

Master the "Why Economic Consulting" question: This is one of the most critical questions in the process. You must show that you understand what economic consulting actually is (litigation support, expert testimony, empirical research) and why it appeals to you more than academia or corporate strategy.

Practice translating your research: If you are coming from academia, practice presenting your research to someone without a PhD in your field. Focus on the high-level intuition, the real-world implications, and why the methodology you chose was the most robust way to answer the question.

Be prepared for behavioral grilling: Do not treat behavioral questions as an afterthought. Analysis Group cares deeply about teamwork, collaboration, and emotional intelligence. Use the STAR method (Situation, Task, Action, Result) to structure your behavioral answers, and emphasize how you collaborated with others to achieve a positive outcome.

A Consultant career at Analysis Group offers an intellectually rewarding path where you can apply advanced quantitative and economic theories to solve some of the most complex, high-stakes challenges in the legal and business worlds. The firm's unique position at the intersection of academia and corporate strategy makes it an exciting place to grow professionally, collaborate with world-class experts, and drive real-world impact.

As you prepare, keep your focus on demonstrating your quantitative rigor, your structured approach to problem-solving, and your alignment with the firm’s collaborative culture. Practice defending your past research clearly, refining your behavioral stories, and mastering core applied economic concepts. With focused, deliberate preparation, you can approach your interviews with confidence.

To gain deeper insights into the compensation structure, including base salary, bonuses, and benefits for this role, you can explore the detailed data below.

The compensation data reflects Analysis Group's commitment to attracting top-tier analytical talent. As you advance through the interview stages, keep in mind that the firm values highly specialized expertise, and demonstrating strong alignment with their core practice areas can position you favorably during offer discussions. For more firsthand interview experiences, practice questions, and preparation resources, continue your journey on Dataford. Good luck with your preparation!