AMD Data Engineer Interview Guide

The AMD data engineer loop, round by round: what each stage tests, example questions with the guidance interviewers actually score, the mistakes that sink strong candidates, and how to prepare.

Last updated: July 31, 2026Proudly published by: Jeff Wahl

Try a AMD-style SQL round

Find every user active on 3 or more CONSECUTIVE days. This gaps-and-islands shape shows up in nearly every DE SQL round. Edit the query and run it against the seed data.

	/* Users active on 3+ consecutive days. */
	/* Hint: date minus a per-user ROW_NUMBER is constant within a streak. */
	WITH streaks AS (
	SELECT
	user_id,
	activity_date,
	activity_date - CAST(
	(ROW_NUMBER() OVER (
	PARTITION BY user_id
	ORDER BY activity_date
	))
	AS INT
	) AS grp
	FROM user_sessions
	)

	SELECT
	user_id
	FROM streaks
	GROUP BY user_id, grp
	HAVING COUNT(*) >= 3

AMD is hiring data engineers now

The roles behind this loop. Prep against the levels and locations they are actually filling.

Hiring now

AMD data engineer · live from career pages

open roles

Austin

top metro

Implementing data integration, ETL processes, ML and data pipelines to ensure efficient data movement and transformation.

L5Multiple locations16d ago

Multi-Engine Data Consumption: Build and optimize curated, semantic Gold-layer data products designed for seamless, high-performance consumption across an open ecosystem of multiple compute and query engines – including Snowflake, Databricks (Spark), Trino/Starburst, AWS Athena, and Presto.

L4Santa Clara23d ago

Pipeline Development: Build, deploy, and monitor robust end-to-end ETL/ELT pipelines to ingest diverse semiconductor data streams into the data lake.

L5Austin31d ago

Design, build, and optimize scalable data models within Snowflake that serve as a foundation for AI wrappers.

L5Austin56d ago

Design and implement scalable data pipelines, databases, and APIs that power real-time dashboards and reports

L4Austin74d ago

New postings per week

5/18

6/1

6/29

7/6

7/13

week beginning · ~8 weeks of data

Where they hire

Austin

San Francisco Bay Area

Levels hiring

L42L53

Updated Jul 31, 20265 open listings across 2 cities

AMD compensation and culture

The numbers, tech stack, and team structure live on the company overview.

Data engineering at AMD→

The role, comp by level, tech stack, teams, and culture signals.

Compare AMD with other data engineering employers

How the role, pay, and loop stack up against peer companies.

Data engineering at Airbnb→

Compare the role, comp, and interview loop.

Data engineering at Amazon→

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Data engineering at Apple→

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Data engineering at Databricks→

Compare the role, comp, and interview loop.

02 / Why practice

Prepare at AMD interview difficulty

01
Reading a solution is not the same as writing one
Every engineer who has frozen on a query they had read a dozen times knows the gap. The only preparation that closes it is producing the answer yourself, under time, before the interview does it for you
02
76% of hiring managers reject on the coding task, not the resume
From HackerRank's 2024 Developer Skills Report. Candidates who look strong on paper still fail the live screen if they haven't done timed, executable practice
03
5 problem shapes cover 80% of data engineer loops
Dedup, sessionization, top-N-per-group, slowly-changing dimensions, partition tricks. Writing the shapes by hand turns the unfamiliar into pattern recognition

Practice AMD-level SQL

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