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Optiver·Software Engineer·Technical Phone Screen·Intermediate

Intermediate
May 2026

Summary

Optiver quant engineer interview, one of the more math-heavy screens I've done. The sequence puzzle felt deceptively clean but the recurrence structure took me longer to nail than I'd like to admit.

Questions Asked (1)

Q1

Find the missing term in the sequence: 3, 2, 4, 4, 12, 36, ?, 396. The sequence grows rapidly toward the end, suggesting a multiplicative recurrence. Identify the pattern and supply the missing value.

Algorithms & Data Structures
Author's notes

Took me a beat to see this wasn't just a standard arithmetic or geometric thing.

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AI HintsAI Generated

Suggested Approach

Start by examining the differences and ratios between consecutive terms to identify the recurrence. Since the sequence grows rapidly, test multiplicative patterns involving previous terms, possibly with alternating operations. Verify the pattern by checking consistency across all known terms and then compute the missing value.

Pro tip: When a sequence grows rapidly, consider that the recurrence might involve multiplying by an increasing factor or combining previous terms. At Optiver, interviewers value clear, logical reasoning over quick answers, so verbalize your thought process as you test hypotheses.

1. Compute basic differences and ratios

Calculate the differences and ratios between consecutive terms to see if a simple arithmetic or geometric pattern exists. This initial check helps rule out straightforward patterns.

2. Look for multiplicative recurrence

Since the growth is rapid, focus on multiplicative relationships. Test if each term is derived from the previous term(s) by multiplication, possibly with addition or subtraction.

3. Test alternating operations

Consider that the recurrence might alternate between two operations, such as multiply by a and add b, or multiply by increasing factors. Check if the pattern holds for all known terms.

4. Verify and compute missing term

Once a candidate pattern is found, verify it against all given terms. Then apply the pattern to find the missing term and check that the next term (396) is consistent.

Key Points to Mention

  • The sequence grows rapidly, indicating a multiplicative recurrence rather than additive.
  • Check ratios between consecutive terms: 2/3, 4/2=2, 4/4=1, 12/4=3, 36/12=3, ?/36, 396/?.
  • Consider that the recurrence might involve multiplying by an increasing integer or alternating operations.
  • Test patterns like a_n = a_{n-1} * k + c, where k or c might vary.
  • Verify the pattern by ensuring it works for all known terms, especially the jump from 36 to 396.
  • Communicate your reasoning clearly, as interviewers assess problem-solving process.

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