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Interview Guides/Sayari
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SayariCompany guide
Updated weekly · Reviewed by the Dataford team

Sayari interview process & guide 2026

Interview difficulty 5.1 / 10Based on 23 interview reports

Everything we know about interviewing at Sayari: what each round tests and compensation by level.

Data Engineer
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At a glance

5.1/ 10
Interview difficulty 5.1 / 10
Rated by candidates who reported interviewing here. Harder than 84% of companies we track.
1
Role guides
23
Interview reports
12
Topics tracked
$157k
Median total comp
01 · Difficulty and outcomes

How hard is the Sayari interview?

Aggregated from 23 interview experiences
Difficulty mix
Easy14%
Medium68%
Hard18%
Most loops land in the middle: hard enough to prep for, rarely brutal.
Experience sentiment
74%positive
Positive 74%Neutral 4%Negative 22%
02 · Topic breakdown

What Sayari actually tests for

How prominent each skill is across reported loops
100%
Apache Spark
96%
Graph data processing
93%
Graph build pipelines
90%
Data orchestration (Apache Airflow)
86%
Pipeline scalability
83%
System architecture
80%
Data re-architecture
76%
Performance optimization
73%
Infrastructure as Code (IaC)
70%
Data pipeline resilience
66%
Entity resolution (identity resolution)
63%
Data volume tuning
Tested less
Tested more
03 · 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 Sayari interviewers actually ask that position, the loop structure, and pay by level.

Showing 1 of 1 role guides
Data Engineer
$61k-$254k
Open guide
04 · Compensation

What Sayari pays, by level

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

Median $157k
Level$50kTotal comp range$300kTotal
All levels
Base $61k-$254k
$61k-$254k
Ranges blend verified compensation data points. Base + stock + annual bonus shown. Estimates only.
05 · FAQ

Sayari interview FAQ

Answered from real candidate and workplace data
How hard is the Sayari interview?

Candidates most commonly rate Sayari interviews as medium, based on 23 reported interviews.

How much does Sayari pay for data roles?

Reported total comp for data roles at Sayari ranges from roughly $61k to $254k per year, varying by level, team, and location.

What topics does Sayari test in interviews?

Sayari interviews most often cover Apache Spark, Graph data processing, Graph build pipelines, Data orchestration (Apache Airflow), and Pipeline scalability. The exact emphasis depends on the specific role you apply for.

What roles can I prepare for at Sayari?

Dataford has interview guides for 1 role at Sayari, including Data Engineer.

Where is Sayari headquartered?

Sayari is headquartered in Washington, US.

06 · Keep prepping

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How hard is it?What Sayari evaluatesQuestions and role guidesCompensation by levelFAQRelated guides
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