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Optiver·Software Engineer·Online Assessment (OA)·Intermediate

Intermediate
Apr 2026

Summary

Optiver's online assessment for the software engineer role is basically a probability and stats gauntlet. 30 questions, brutal time limits, the kind of thing where your mental math either holds up or it doesn't.

Questions Asked (1)

Q1

You have 30 probability and statistics questions with strict time limits. How do you manage your time, decide which problems to tackle first, and verify your answers under pressure? Which techniques do you lean on most?

Algorithms & Data StructuresTechnical Trade-offsAdaptability & Ambiguity
Author's notes

The time pressure is the actual test, not the math.

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AI HintsAI Generated

Suggested Approach

Start by outlining a triage strategy: quickly scan all questions, categorize by difficulty and confidence, then allocate time proportionally with built-in checkpoints. Emphasize a systematic approach to solving, verifying, and moving on, while highlighting mental math and estimation techniques. Conclude with how you stay calm and adapt if time runs short.

Pro tip: Mention that you aim to bank easy points first and treat each question as an independent problem—don't let a tough one derail your timing. Also, practice under timed conditions to internalize your pace.

1. Rapid Assessment

Spend the first 2-3 minutes scanning all 30 questions to gauge difficulty and topic familiarity. Mark each as easy, medium, or hard based on your confidence.

2. Time Allocation

Divide the total time by 30 to get an average per question, but adjust: allocate more time to medium/hard questions and less to easy ones. Set checkpoints (e.g., after 10 questions) to ensure you're on track.

3. Strategic Order

Solve easy questions first to secure points and build momentum. Then tackle medium ones, and finally hard ones if time permits. Skip any question that takes more than 1.5x the average time.

4. Efficient Solving & Verification

Use mental math, estimation, and shortcuts (e.g., symmetry, known distributions) to speed up. Verify answers quickly by checking units, reasonableness, or plugging back in if time allows.

5. Adapt and Monitor

Continuously monitor time and adjust strategy. If falling behind, guess on remaining hard questions and focus on ensuring accuracy on attempted ones.

Key Points to Mention

  • Triage: categorize questions by difficulty and confidence
  • Time boxing: strict per-question limits with checkpoints
  • Prioritization: easy first, then medium, hard last
  • Mental math and estimation techniques
  • Verification methods: sanity checks, plugging back in
  • Staying calm and adapting under pressure

AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.