Coding Interviews
Solve algorithmic problems in real time. Demonstrate mastery of data structures, patterns, and complexity analysis. Usually 1-2 problems per 45-minute session.
Landing a software engineering role at a top company requires more than just knowing how to code. It demands structured preparation across multiple dimensions: algorithmic problem-solving, system design thinking, behavioral communication, and cultural alignment.
This section provides a battle-tested framework used by engineers who have successfully navigated interviews at Google, Meta, Amazon, Apple, Netflix, Microsoft, and dozens of other leading technology companies.
Most companies follow a variation of this pipeline:
Application --> Recruiter Screen --> Technical Phone Screen --> On-Site Loop --> Offer | | | | | 30 min 45-60 min 4-6 rounds | Non-technical 1-2 coding Mix of all v + logistics problems interview typesResume/Referral| Round | Type | Duration | What They Assess |
|---|---|---|---|
| 1 | Coding | 45-60 min | Problem-solving, data structures, algorithms |
| 2 | Coding | 45-60 min | Different pattern, complexity analysis |
| 3 | System Design | 45-60 min | Architecture, scalability, trade-offs |
| 4 | Behavioral | 45-60 min | Leadership, collaboration, conflict resolution |
| 5 | Culture Fit / Manager | 30-45 min | Team fit, career goals, motivation |
Coding Interviews
Solve algorithmic problems in real time. Demonstrate mastery of data structures, patterns, and complexity analysis. Usually 1-2 problems per 45-minute session.
Behavioral Interviews
Tell stories about your past experiences using structured frameworks. Show leadership, ownership, and the ability to navigate ambiguity and conflict.
System Design
Design large-scale distributed systems from scratch. Demonstrate understanding of trade-offs, scalability patterns, and real-world architecture.
Problem Bank
A curated list of 76 must-solve problems organized by topic and pattern. Track your progress and ensure complete coverage before your interview.
This plan assumes 2-3 hours of daily practice. Adjust based on your experience level and timeline.
| Day | Focus | Activities |
|---|---|---|
| Mon-Tue | Arrays and Strings | Two pointers, sliding window, prefix sums |
| Wed-Thu | Hash Maps and Sets | Frequency counting, two-sum patterns, grouping |
| Fri | Linked Lists | Fast/slow pointers, reversal, merge techniques |
| Sat | Review and Practice | Solve 3-5 easy problems from the week’s topics |
| Sun | Behavioral Prep | Draft 5 STAR stories from your experience |
Goal: Solve 15-20 easy problems. Build fluency with basic patterns.
| Day | Focus | Activities |
|---|---|---|
| Mon-Tue | Trees and BST | DFS, BFS, traversals, BST properties |
| Wed-Thu | Graphs | BFS, DFS, topological sort, connected components |
| Fri | Stacks and Queues | Monotonic stack, BFS with queue, parentheses |
| Sat | Binary Search | Standard, on answer space, rotated arrays |
| Sun | Review + Behavioral | Solve 3-5 medium problems. Refine 5 more stories |
Goal: Solve 20-25 medium problems. Recognize patterns instantly.
| Day | Focus | Activities |
|---|---|---|
| Mon-Tue | Dynamic Programming | 1D DP, 2D DP, knapsack, LCS, LIS |
| Wed-Thu | Backtracking | Subsets, permutations, combinations, N-Queens |
| Fri | Greedy and Intervals | Activity selection, merge intervals, scheduling |
| Sat | Heaps and Priority Queues | Top-K, merge K lists, median finding |
| Sun | System Design Intro | Study 1 design problem end-to-end |
Goal: Solve 15-20 medium/hard problems. Handle DP with confidence.
| Day | Focus | Activities |
|---|---|---|
| Mon | Timed Practice | 2 medium problems in 45 minutes |
| Tue | Weak Areas | Revisit topics where you struggled |
| Wed | Mock Interview | Full coding interview simulation with a peer |
| Thu | System Design | Practice designing 1-2 systems |
| Fri | Mock Interview | Full behavioral interview simulation |
| Sat | Review All | Revisit your problem bank, review mistakes |
| Sun | Rest | Light review only. Mental preparation |
Goal: Consistent performance under time pressure. No surprises.
| Mistake | Why It Hurts | What to Do Instead |
|---|---|---|
| Jumping into code immediately | Misses edge cases, wrong approach | Spend 5-10 min planning |
| Silent problem-solving | Interviewer cannot assess your thinking | Narrate your thought process |
| Ignoring time/space complexity | Shows incomplete understanding | State complexity after each approach |
| Not testing your code | Bugs undermine an otherwise correct solution | Trace through 2-3 examples |
| Giving up on hard problems | Signals low resilience | Break the problem down, ask for hints |
| Over-engineering | Wastes precious interview time | Start simple, optimize if time permits |
Most companies assess candidates across these dimensions:
┌─────────────────────────────┐ │ HIRING DECISION │ └──────────┬──────────────────┘ │ ┌─────────────────────┼─────────────────────┐ │ │ │ ┌────▼────┐ ┌─────▼─────┐ ┌─────▼─────┐ │Technical│ │ Problem │ │Behavioral │ │ Skill │ │ Solving │ │ & Culture│ └────┬────┘ └─────┬─────┘ └─────┬─────┘ │ │ │ - Correctness - Approach - Communication - Code quality - Optimization - Collaboration - Edge cases - Pattern recognition - Leadership - Complexity - Creativity - Growth mindset analysis| Score | Label | Description |
|---|---|---|
| 1 | Strong No Hire | Could not solve basic problems, poor communication |
| 2 | Lean No Hire | Solved with significant hints, gaps in fundamentals |
| 3 | Lean Hire | Solved with minor hints, adequate communication |
| 4 | Hire | Clean solution, good communication, handled follow-ups |
| 5 | Strong Hire | Optimal solution, excellent communication, insightful |