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Interview Guides/Lazard
Lazard logo
LazardCompany guide
Updated weekly · Reviewed by the Dataford team

Lazard interview process & guide 2026

Interview difficulty 5.6 / 10Based on 515 interview reports

Everything we know about interviewing at Lazard: the process stage by stage, what each round tests, compensation by level, and reports from candidates who interviewed.

Investment Banking AnalystBusiness AnalystFinancial AnalystInvestment Banking AssociateSoftware EngineerEquity Research Analyst

At a glance

5.6/ 10
Interview difficulty 5.6 / 10
Rated by candidates who reported interviewing here. Harder than 96% of companies we track.
12
Role guides
515
Interview reports
12
Topics tracked
$182k
Median total comp
5 rounds
  1. 1
    Online application and standardized testing, or online assessment
  2. 2
    Initial screening, phone screening, or HR screening
  3. 3
    Recorded or video interviews and/or early assessment steps
  4. 4
    Multiple technical and behavioral rounds, including in-person and case-style work
  5. 5
    Final round interviews
01 · Overview

Interviewing at Lazard

You apply to Lazard and then move through a mostly structured funnel that can start with online applications and assessments, then screening calls, video or recorded interviews, and finally multiple technical and behavioral rounds. Across roles, the themes repeat: how you communicate, how you reason under constraints, and whether you can do the technical work tied to finance and analytics.

The interview topics show Lazard puts very heavy weight on valuation and modeling work, with DCF valuation and DCF modeling both at the top percentile for technical skills, plus financial modeling generally. On the analytics side, Python and marketing analytics are also top percentile, and data science fundamentals, model building, and quantitative research appear as very prominent topics for roles that cover ML or research. Behavioral and fit are also consistently assessed, and communication skills are highly prominent.

What the loop is actually testing is a blend: technical correctness in valuation or analytics tasks, domain knowledge like equity research and valuation concepts, and the ability to explain your thinking clearly while operating under time pressure. Candidate reports also describe multiple consecutive rounds and assessment-style steps, and several report that early stages were more technical or more time constrained than they expected.

Good to know

Your technical bar shows up very early and very clearly in the topic mix: DCF valuation and DCF modeling are top percentile, Python is top percentile, and many candidates report timed, high-pressure assessments or interviews even before later in-person rounds.

02 · Difficulty and outcomes

How hard is the Lazard interview?

Aggregated from 515 interview experiences
Difficulty mix
Easy11%
Medium56%
Hard33%
Most loops land in the middle: hard enough to prep for, rarely brutal.
Offer rate
32%about 1 in 3

About 1 in 3 candidates with a known outcome convert.

161 offers across 509 reports with a stated outcome.
Experience sentiment
58%positive
Positive 58%Neutral 31%Negative 11%
Reports by year
53
33
69
70
15
20222023202420252026
By interview date. The current year is partial.
03 · The loop

The interview process, end to end

5 rounds · based on 515 candidate reports
  1. 1
    Online application and standardized testing, or online assessment

    You submit an online application and may complete standardized testing in numerical and verbal reasoning. Some roles also report an online assessment as an initial evaluation of technical skills relevant to the role.

    Not specified · numerical reasoning · verbal reasoning · initial technical screening
  2. 2
    Initial screening, phone screening, or HR screening

    You go through an initial screening to assess qualifications and fit. The process can include HR screening or phone screening conversations that cover why the role and background, and in some reports the phone stage includes technical questions as well.

    Not specified · fit/competency · baseline technical knowledge · communication
  3. 3
    Recorded or video interviews and/or early assessment steps

    You may complete a recorded interview, described as structured with prompts and limited preparation time for some questions, often including motivation and behavioral fit. Some reports also describe multi-part online assessment sections that mix reasoning and video prompts.

    Not specified · communication skills · time management under constraints · behavioral fit
  4. 4
    Multiple technical and behavioral rounds, including in-person and case-style work

    You move into technical interviews and behavioral interviews, with in-person interviews reported as multiple rounds that cover technical skills, behavioral aspects, and case studies. Several roles describe series of rounds involving associates, vice presidents, and managing directors.

    Not specified · DCF valuation · financial modeling · equity research/valuation concepts
  5. 5
    Final round interviews

    A final round is reported as back-to-back interviews with managers and technical team members focusing on skills and fit. Prepare to connect your technical reasoning to how you would operate in the role.

    Not specified · technical depth · fit/competency · communication
04 · Topic breakdown

What Lazard actually tests for

How prominent each skill is across reported loops
100%
DCF Valuation (Valuation by Discounted Cash Flows)
100%
Data Analysis
100%
DCF Valuation (walk-through)
92%
Probability
86%
Quantitative Problem Solving
83%
Combinatorics
78%
Quantitative Research
78%
SQL
66%
Python
66%
Communication skills
52%
Statistical Analysis
35%
Time management under interview constraints
Tested less
Tested more
05 · Role guides

Find the guide for your role

This is your next step: open the guide for the role you are interviewing for. Each one carries the questions Lazard interviewers actually ask that position, the loop structure, and pay by level.

Most reported roles
Investment Banking Analyst
190 interview reports
Real questions · Loop structure · Pay bands
Open the guide
Business Analyst
$120k-$125k total comp
Real questions · Loop structure · Pay bands
Open the guide
Financial Analyst
$109k-$225k total comp
Real questions · Loop structure · Pay bands
Open the guide
Showing 12 of 12 role guides
Data Analyst
$80k-$226k
Open guide
Data Engineer
Questions and loop structure
Open guide
Data Scientist
Questions and loop structure
Open guide
Equity Research Analyst
$130k-$170k
Open guide
Investment Banking Associate
Questions and loop structure
Open guide
Marketing Analytics Specialist
$120k-$150k
Open guide
Quantitative Analyst
$129k-$236k
Open guide
Research Analyst
$155k-$250k
Open guide
Software Engineer
$120k-$270k
Open guide

Real interview experiences

What candidates said about the loop, difficulty, and outcomes, straight from recent reports for these roles.

Business AnalystFinancial AnalystInvestment Banking Analyst
06 · Compensation

What Lazard pays, by level

Estimated total compensation: base salary plus stock and annual cash bonus.

Median $182k
Level$50kTotal comp range$300kTotal
All levels
Base $80k-$263k
$80k-$270k
Ranges blend verified compensation data points. Base + stock + annual bonus shown. Estimates only.
07 · Insider tips

What separates offers from rejections

Patterns from candidates who got offers, and the mistakes that most often sink a loop.

Do this

  • Prepare DCF deeply, not just formulas. You should be able to explain valuation concepts and how you build and interpret a DCF model, since DCF valuation and DCF modeling are top-percentile topics.
  • Practice Python for data work that matches your target role. Python is top percentile across the extracted topics, so expect to use it in ways tied to analytics or modeling rather than just discussing it.
  • Do timed reasoning reps for the assessment formats you might see. Reports describe tight time windows in recorded/video interviews and online assessments, and the topic set includes time management under constraints.
  • Train your explanation and communication, even when you are solving technical problems. Communication skills are high percentile, and multiple reports emphasize pacing and clarity under pressure.

Avoid this

  • Treat screening as purely fit. Several candidates describe phone screens or early stages that were more technical than expected, and one report explicitly notes surprise at technical depth in a phone screen.
  • Over-rely on unstructured motivation answers. Reports mention being challenged on firm knowledge and terminology, with one report noting that motivation answers did not land as intended when motivation sounded off to the interviewer.
  • Underprepare for valuation domain specifics. Equity research and valuation concepts are high percentile topics, and candidates report strong deal knowledge expectations and especially valuation focus in some rounds.
  • Ignore time constraints and pacing. Multiple reports cite limited prep time per prompt and timed interview structure, and some steps are described as harder or more mentally tiring than earlier stages.
08 · FAQ

Lazard interview FAQ

Answered from real candidate and workplace data
How many interview rounds should I expect, and how long does the process take?

The provided data describes multiple interview rounds, including technical interviews, behavioral interviews, and in-person interviews, plus a separate HR screening and stages like online application or online assessment and phone screening. No single total timeline or duration is included in the process steps data, so you should expect a multi-stage process rather than a single interview.

What technical topics are most important for Lazard interviews?

The topic data is dominated by DCF valuation and DCF modeling at the top percentile, along with financial modeling generally. Equity research, valuation concepts, and Python are also top or near-top percentile, and for some roles you should also be ready for data science fundamentals, model building, and quantitative research.

Are interviews timed, and how much do they test time management?

Time management under interview constraints appears as a prominent topic in the extracted interview topics. Candidate reports repeatedly describe tight time windows in recorded video interviews and online assessment formats, and some steps are described as fast-paced or high-pressure.

What about behavioral and communication, is it separate from technical?

Behavioral interview (fit/competency) appears as a very prominent topic, and communication skills are also high percentile. The process steps include both behavioral interviews and technical interviews, and candidate reports describe a consistent emphasis on explaining your reasoning, teamwork, and cultural fit alongside technical work.

What is the offer rate from the candidate reports?

In the supplied candidate report dataset, the offer rate is 0.0%. The reports also show positive sentiment of 58.2%, so candidates may feel the process is challenging but structured, even when outcomes are not offers.

Can I re-apply if I do not get an offer?

The supplied data does not include a re-application policy or any guidance on timelines to re-apply, so you will need to rely on whatever instructions you receive during or after your process.

09 · Keep prepping

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