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DV360 Programmatic Interview Questions and Answers
Interview preparation · 2026 edition
The questions you'll actually be asked. And the answers that get you hired.
122 real questions, collected first-hand from more than forty working traders, campaign managers and media buyers who sat programmatic interviews. DV360, The Trade Desk, RTB — with the thirty-second version of every answer, to say out loud.
122real questions
165designed pages
40+practitioners
₹1,299instant download
The real problem
You know programmatic. You still freeze in the room.
Most candidates who don't get the offer aren't underqualified. They've read the blogs. They've watched the walkthroughs. They can define an SSP cleanly.
Then the interviewer says: "Campaign's live, budget's set, it's spending nothing. Walk me through what you'd check." And there's a pause that runs three seconds too long.
That question isn't testing what you know. It's testing whether you've ever had to fix it. Free material is full of definitions, because definitions are easy to write — including, honestly, our own DV360 blog posts. Real interviews are full of here's a broken campaign, what now — and almost nothing out there prepares you for that.
Where they came from
Every question was actually asked to a real candidate
Two sources. Our own team at Datametrik went out, interviewed for programmatic roles, and came back and wrote down what they were asked while it was still fresh. Then more than forty other practitioners — traders, campaign managers, account managers, media buyers who'd recently interviewed — shared their question lists.
That origin shapes the book in ways worth knowing:
- The weighting is real, not editorial. DV360 dominates this book because DV360 dominated the interviews. That's a count, not a preference.
- Some questions are oddly specific. Cachebuster macros sit next to broad RTB theory — interviewers reach for whatever they debugged last Tuesday.
- Troubleshooting is over-represented. Deliberately. It's where most candidates lose the room.
- A few are worded strangely. Where the original phrasing was ambiguous we kept the ambiguity and taught you to handle it, because you'll meet it too.
One point of full disclosure: a smaller number of questions were added by us, to close gaps the collected set didn't cover — connected TV, privacy and identity, Trade Desk depth, the human round. We'd rather tell you they're there than let you assume every line came from a transcript.
What this book does not claim: that these are the only questions you'll be asked, or that memorising them guarantees an offer. Interviewers improvise. What it does claim is that if you can handle everything in here comfortably and out loud, you'll be better prepared than the large majority of people sitting in the waiting room with you.
Everything included
What you get for ₹1,299
- 122 numbered Q&As with full answers and reasoning
- 100 checkpoint questions with a complete answer key
- 3-round mock interview — rapid fire, troubleshooting, scenario
- Readiness scorecard so you know if you're actually prepared
- Difficulty badges on every question — fresher, 1–3 years, senior
- Troubleshooting frameworks you can apply to any broken campaign
- Comparison tables for every "what's the difference" question
- One-page formula sheet for the morning of the interview
- 120+ term glossary, A–Z
- 7-day and 30-day study plans plus a pre-interview checklist
Get your copy
You'll spend more on dinner tonight
₹1,299 is one evening out. The difference is what you have left the next morning.
₹1,500Dinner for twoGone by 10pm
₹1,200Two cinema ticketsGone in one evening
₹1,400Three food deliveriesGone by Friday
₹1,299This bookThe job you're interviewing for
2026 edition
₹1,299
Less than one day's pay at the job you're about to interview for.
That's about ₹11 per questionOne-time payment · Instant PDF download · No subscription
- 165-page designed PDF, ready to read or print
- 122 questions with answers, not just a question list
- Full mock interview and study plans included
- Read on phone, laptop or tablet — yours to keep
₹1,299 + 18% GST · ₹1,533 total · delivered in seconds
Before you buy. This is an instant digital download, so all sales are final once the file has been delivered — see our Refund & Cancellation Policy. That's why the full contents, the five rounds and the FAQ are all on this page: so you know exactly what you're getting before you pay.
The honest maths
₹1,299 against what the interview is worth
Dinner is one number. Here's the one that matters more — what programmatic pays in India, by rung:
₹4–7 lakhEntry level — executive, ad ops
₹6–10 lakhAnalyst, media trader
₹10–18 lakhSenior analyst, campaign manager
Clearing one step is worth roughly ₹2,00,000 a year — every year, compounding into every salary you negotiate after it.
This book costs 0.6% of that. Less than a single day's pay at the job you're interviewing for.
That's the argument. Not "it's cheap" — plenty of cheap things are worth nothing. The point is the shape of the bet. A programmatic interview is a forty-five minute conversation that sets what you earn for the next two years. Spending under a day's pay to prepare for it isn't really a purchase decision.
What ₹1,299 buys elsewhere in this industry
About a third of one mock interview with a coach. Or a marketplace course that teaches you the theory you already know. Neither tells you what an interviewer actually asked, last month, in a real room.
What it buys here
122 questions, collected from more than forty working practitioners who sat these interviews and wrote down what they were asked while it was still fresh. That list doesn't exist anywhere else at any price — not on a blog, not in a course, not on YouTube. It's the one thing you can't research your way to the night before.
The rest of the stack
Interviewing for the whole stack, not just the buy side?
Most candidates can talk about one platform. The ones who get hired fastest can talk across the stack — and interviewers know it.
CM360 & Ad Ops Interview Questions
The ad server. Trafficking, tags, discrepancies, the questions ad ops teams actually ask.
The Supply Side Interview Questions
Yield and the sell side. Where publisher revenue actually comes from.
The Trade Desk Complete Guide
Not an interview book. A working handbook for the Kokai platform, from your first login.
The Ad Ops Interview Stack
This book plus CM360 plus Supply Side — buy side, sell side, ad server. See all books →
₹2,499₹3,897
Before you decide
Questions people ask before buying
What exactly do I get?
A 165-page PDF, delivered instantly after payment. Read it on anything, print it if you prefer paper.
Is GST included in ₹1,299?
No — Gumroad adds 18% GST at checkout for Indian buyers, so the total is ₹1,533. Gumroad collects and remits it.
Do I get updates?
Yes. Every correction and update to this edition lands in your inbox free, at the email you bought with. Ad tech moves; you shouldn't have to buy the same book twice in a year.
I'm a fresher. Is this too advanced for me?
No. Every question carries a difficulty badge, and there's a route through the book written specifically for people with no platform access yet. The freshers who struggle are the ones who only read; do the Your Turn questions out loud and you'll be fine.
Can I get a refund?
Digital files can't be un-delivered, so sales are final — with the exceptions in our Refund & Cancellation Policy: non-delivery, a corrupted file, a duplicate charge, or the wrong product. Email us within 7 days and we'll sort it.
Is this affiliated with Google or The Trade Desk?
No. Display & Video 360 and Campaign Manager 360 are products of Google LLC; The Trade Desk and Kokai are products of The Trade Desk, Inc. This is an independent study guide, not endorsed by or sponsored by either company. See our Disclaimer.
The platforms change constantly. Will this go stale?
Interfaces move; the reasoning doesn't. Where a benchmark figure is given, the book tells you to treat it as a working range rather than a fixed rule — and says why saying so in your interview makes you sound more credible, not less.
Can I share it with my team?
The licence covers one reader — see our Terms of Service. Get in touch if you want a team licence.
Your interview is a forty-five minute conversation. This is what you do with the week before it.
Get the book — ₹1,299Instant PDF · 165 pages · 122 questions · ₹1,299 + 18% GST · ₹1,533 total
4.5 out of 5 stars (based on 2 reviews)
Pls bundled the book with discount
September 3, 2026
Loved the book, can you sell bundled pack with discount, I want to learn cm360 too
Liked the in depth insights covered for each question
August 26, 2026
The Good thing about the book is the indepth covered on each question which helped with any cross question on the topic, can you cover more amazon dsp too pls ?
