Data Engineering Discussion Forum

Active Threads

1. Week 1: The Handoff — datadriven, 2026-09-10, 2 replies, 27 votes
2. Apple Data Engineer Interview — alpine_frog_8491, 2026-09-08, 2 replies, 62 votes
3. Tesla Data Engineer Interview (Python Assessment) -Energy Team — wise_brook_3396, 2026-09-06, 1 reply, 91 votes
4. SUSE data engineer — strong_hare_5533, 2026-09-11, 1 reply, 29 votes
5. Seeking Refferals (Senior Data Engineer)| Immediate Joiner — opal_jackal_9801, 2026-09-10, 2 replies, 37 votes
6. Data Engineer at Meta — lone_hawk_8825, 2026-09-02, 10 replies, 162 votes
7. Senior Data Engineer - Riot Games — Cosplayserval404, 2026-09-04, 1 reply, 100 votes
8. Any staff data engineers from Angi? — frozen_mole_5409, 2026-09-03, 0 replies, 105 votes
9. Interview preparation tips for technical data analyst at Noom — KyleNovak_8427, 2026-09-04, 2 replies, 95 votes
10. why this website not famous ? — velvet_pelican_6725, 2026-09-12, 0 replies, 10 votes
11. Adidas: Faking interviews — solar_ridge_6429, 2026-08-31, 9 replies, 91 votes
12. Data Engineer interview at Nerdwallet — FerrisT6247, 2026-08-26, 4 replies, 110 votes
13. Upcoming Analytics Engineer Interview at Ramp — lean_ocelot_7435, 2026-08-27, 7 replies, 93 votes
14. Interview at Chime — hardy_snail_6514, 2026-08-24, 3 replies, 82 votes
15. Not sure how common is this kind of interview experience — HartmanA6065, 2026-08-21, 9 replies, 78 votes
16. Bain Platinion Data Engineer Interview tips — AdrianDelgado_2147, 2026-08-21, 1 reply, 81 votes
17. wrote a tutorial on PySpark joins for DE interviews — smart_haven_7600, 2026-03-27, 5 replies, 60 votes
18. Jane Street senior software/data engineer interview — elite_puma_8321, 2026-08-19, 6 replies, 59 votes
19. layoffs hitting again this week — BLACKSMITH455, 2026-03-31, 3 replies, 108 votes
20. Shopify interview — Marley_Sadie, 2026-08-17, 9 replies, 53 votes
21. interview tip that actually helped me — full_shadow_5095, 2026-03-24, 3 replies, 21 votes
22. Accenture recruiting: almost on par with aws (bad) — granite_boar_3890, 2026-05-31, 7 replies, 219 votes
23. Career pivot? — anonymous, 2026-04-05, 0 replies, 191 votes
24. Would you make this potential move? (DoD Contracting to FinTech) — fleet_beetle_1850, 2026-04-29, 10 replies, 215 votes
25. tmp — Cosplayserval404, 2026-04-05, 0 replies, 141 votes
26. AI is not replacing DE and here's why i'm not worried — likely_timber_5646, 2026-03-20, 4 replies, 22 votes
27. Upstart on-site interview process — DeliaHollis_330, 2026-05-18, 13 replies, 189 votes
28. Great Netflix Data Engineer Interview Experience — BLACKSMITHwendigo555, 2026-06-08, 7 replies, 215 votes
29. Need help with Apple and Intuitive Surgical interview prep — sleek_trout_1881, 2026-06-05, 0 replies, 216 votes
30. Advise on Getting Data engineering role — sleek_thorn_2097, 2026-08-10, 0 replies, 2 votes

The DataDriven discussion forum is where data engineers and aspiring data engineers trade notes on interview loops, compensation, and day-to-day work. Threads here come from candidates who have just finished a specific company loop, engineers sharing what actually gets asked in SQL and system design rounds, and senior engineers explaining how they evaluate hires.

What People Post About

• Interview experiences: company-specific recaps covering recruiter screens, technical phone screens, SQL rounds, Python coding rounds, data modeling rounds, system design rounds, and behavioral interviews.
• Compensation data: base salary, bonus, RSU vesting schedules, and offer negotiation stories for levels from junior through staff and principal.
• Prep strategies: how to prep for SQL window functions, how to approach dimensional modeling under interview pressure, and how to build intuition for pipeline design.
• Career transitions: data analyst to data engineer moves, software engineer to DE switches, and how to break into FAANG from a non-elite background.
• Role comparisons: analytics engineer vs data engineer, ML engineer vs DE, platform engineer vs DE, and how titles map to responsibilities at Meta, Google, Amazon, Netflix, Uber, Stripe, and Databricks.
• Tool debates: Snowflake vs Databricks, Airflow vs Dagster, dbt vs vanilla SQL, Kafka vs Kinesis, Spark vs pure Python for batch workloads.

Who Uses the Forum

Active posters include engineers prepping for onsites at top companies, career switchers trying to size up the market, hiring managers explaining what red flags kill a candidate, and current DataDriven users sharing problems they solved that felt interview-accurate. The discussion is practical and specific. No self-promotion, no vague career advice without data.

Related Resources on DataDriven

• Mock Interview Practice - AI-driven four-phase interview simulator
• Practice Problems - 1,571 real interview problems with live code execution
• Daily Challenge - Fresh SQL and Python problems every day
• Interactive Lessons - Hands-on tutorials with real code execution
• Interview Prep Guide - End-to-end interview loop prep
• SQL Interview Questions - Most-asked SQL questions
• Python Interview Questions - Python for data engineers
• Data Modeling Interview Questions - Star schema, SCD, and more
• System Design Interview Questions - Pipeline architecture rounds
• Meta Interview Guide, Amazon, Google, Netflix, Stripe, Databricks
• All DataDriven Resources - Complete index of guides and practice