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Optiver·Software Engineer·Technical Phone Screen·Junior

Junior
May 2026

Summary

Optiver quant interview, one question but it was a dense one. The pattern recognition problem looked deceptively simple and I nearly blew it by jumping to the wrong rule too fast.

Questions Asked (1)

Q1

Given the sequence 5, 3, 8, 9, 11, 27, identify the rule generating it, extend the sequence, and write out the recurrence relation.

Algorithms & Data Structures
Author's notes

I stared at this for a bit and my first instinct was Fibonacci-style addition, which was wrong.

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AI HintsAI Generated

Suggested Approach

First, look for patterns by examining differences, ratios, and combinations of previous terms. Test simple linear recurrences with constant coefficients, and if needed, consider recurrences with varying coefficients or nonlinear terms. Once a rule is found, verify it against all given terms, then extend the sequence and express the recurrence relation clearly.

Pro tip: At Optiver, interviewers value not just the answer but your systematic approach and ability to handle ambiguity. Verbalize your thought process, test multiple hypotheses, and be ready to discuss why you chose a particular rule over others.

1. Compute basic patterns

Calculate differences, ratios, and second differences between consecutive terms to identify simple arithmetic or geometric patterns.

2. Test linear recurrences

Assume a recurrence of the form a_n = p*a_{n-1} + q*a_{n-2} + r and solve for constants using the given terms.

3. Consider nonlinear or varying coefficients

If linear recurrences fail, explore recurrences involving operations like multiplication, exponentiation, or coefficients that depend on n.

4. Verify and extend

Once a rule is hypothesized, check it against all provided terms. Then use it to compute the next few terms.

5. Write the recurrence relation

Express the rule formally as a recurrence relation, specifying initial conditions and the formula for subsequent terms.

Key Points to Mention

  • Difference and ratio analysis to detect patterns
  • Linear recurrence with constant coefficients (e.g., a_n = a_{n-1} + a_{n-2})
  • Nonlinear recurrence possibilities (e.g., a_n = a_{n-1} * a_{n-2} - something)
  • Importance of verifying the rule against all given terms
  • Clear statement of initial conditions and recurrence formula
  • Willingness to discuss multiple hypotheses and eliminate them

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