Atlassian's SDE full process review | 4 rounds of Tech tough battles and number theory traps

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在当前的 Tech Job Market 下,Atlassian still the Dream Company for many CS graduates. High salary, work-life balance, and a very competitive technology stack. However, the threshold is becoming visibly higher.

Recently, the ProgramHelp team successfully assisted a student from UNSW in getting an SDE offer from Atlassian's Australian headquarters. The whole process took nearly a month and went through the hell mode of 1 round of OA + 4 rounds of Tech/BQ.

Many people think that everything will be fine once HackerRank is completed, but they do not know that the depth of Atlassian's investigation has already involved Number Theory and System Design. Today we will dismantle this interview in depth and tell you why just relying on the Top 100 is not enough.

Atlassian's SDE full process review | 4 rounds of Tech tough battles and number theory traps

Round 1: Screening (The Gatekeeper)

Format: HR phone interview

Difficulty: ⭐⭐

This round is mainly Verification. HR will dig into resume details.

  • Expert advice: Many students fail here becauseI made a fake resume but it didn’t come back. Our Resume Polish service is not only about changing the grammar, but also helping you sort out the logical closed loop of the Tech Stack, ensuring that you can answer fluently when facing HR's follow-up.

Round 2: Online Assessment (the link with the highest screening rate)

Platform: HackerRank

Duration: 100 minutes

内容: LeetCode Medium – Hard

核心考点: Euler’s Totient Function (欧拉函数), Dynamic Programming (DP)

Review analysis:

这是很多人的噩梦。100分钟看似很长,但题目非常刁钻。这次学员遇到了关于 Totient Function 的题目。这是典型的数论 (Number Theory) 考点,如果你只刷常规的 Array/String 题目,遇到这种题大概率会当场懵掉。

此外,DP 题目通常伴随着复杂的 Edge Cases 和严苛的 Time Complexity 要求(通常要求 \(O(N)\) 或 \(O(N \log N)\))。

ProgramHelp exclusive benefits:

For this highly mathematical OA, our team's support team consisting of ACM gold medal players and Math PhDs can provide real-time support. We don't just give you answers, but provide original code that meets your coding style and has been checked for plagiarism.

Round 3: General Tech Interviews (Practical Meat Grinder)

This phase is usually divided into 3 separate sessions of 1 hour each.

Session A: Coding + DSA

  • Inspection points: Basic data structures and algorithms.
  • Pain points: The question itself may only be Medium difficulty, but the interviewer requires you Think Aloud(Tell it as you do it).
  • Our services: Many international students can write code, but their mouths cannot keep up. ProgramHelp's VO real-time voice assistance can prompt you with problem-solving ideas and key terms in real-time and covertly during the interview, making you sound like a senior engineer, not just a question-answering machine.

Session B: System Design (System Design Round)

  • Inspection points: Design a scalable system (e.g. design an instant messaging system or short link generator).
  • trap: For Junior/New Grad, this is a blind spot. What the interviewer values ​​is your understanding of Scalability (scalability), Database Choice (selection) and Latency (delay).

Session C: Values ​​& Management

  • Inspection points: Atlassian 著名的价值观考察(”Open company, no bullshit” 等)。

Round 4: Team Match & Manager Interview

Interviewer: Senior Manager

Core test points: Behavioral Questions (BQ) + Adaptability

Students were asked:

“Describe a time when you had to adapt to a significant change in a project or work environment.”

In-depth analysis:

Atlassian's products iterate very quickly, and they attach great importance to candidates' agility.

The STAR rule (Situation, Task, Action, Result) must be used to answer here.

  • Error example: "The project changed its requirements, so I rewrote the code according to the new requirements." (Too passive, lack of thinking)
  • High score answer: Even when facing Scope Creep, you need to show how to evaluate Impact, how to communicate Timeline changes to Stakeholders, and how to ensure that code quality does not decrease.

技术干货:Euler’s Totient Function 代码实现

为了证明我们团队的技术实力,这里给出 OA 中遇到的数论考点——欧拉函数(计算小于等于 $n$ 且与 $n$ 互质的正整数个数)的高效实现。

这道题如果用暴力解法(Brute Force)去算 GCD,时间复杂度是 \(O(N \log N)\),在大数据 Test Case 下必挂(TLE)。

必须使用欧拉积公式优化到 \(O(\sqrt{N})\)。
def calculate_totient(n):
    """
    Calculates Euler's Totient Function phi(n).
    Counts the number of positive integers less than or equal to n 
    that are relatively prime to n.
    
    Time Complexity: O(sqrt(n))
    Space Complexity: O(1)
    """
    result = n
    p = 2
    
    # Prime factorization based on the Fundamental Theorem of Arithmetic
    while p * p <= n:
        # Check if p is a prime factor of n
        if n % p == 0:
            # Apply Euler's product formula: result = result * (1 - 1/p)
            # Transformed for integer arithmetic: result = result - (result // p)
            while n % p == 0:
                n //= p
            result -= result // p
        p += 1
        
    # Handle the remaining prime factor if n > 1
    # This case happens if n itself is prime or has a prime factor > sqrt(n)
    if n > 1:
        result -= result // n
        
    return result

# Example Usage
# Input: 9
# Output: 6 (1, 2, 4, 5, 7, 8 are coprime to 9)
if __name__ == "__main__":
    test_val = 9
    print(f"Phi({test_val}) = {calculate_totient(test_val)}")

Atlassian's interview process is long and comprehensive, from number theory algorithms to system design to value matching. Mistakes in any link will lead to wasted efforts.

Don’t try and make mistakes with your offer

Calculate an account: Total Compensation (TC) for Atlassian SDE even in Australia $140k – $180k AUD Get started. The cost of our full-process assistance is only your salary for the next two days.

Do you choose to face math questions on HackerRank so anxiously that your hands are shaking? Or choose to let ProgramHelp’s Ex-Google mentor team be your strongest support?

Next Step: Contact us now to get:

  1. The latest OA high-frequency question bank from major manufacturers (with analysis).
  2. Reserve VO real-time assistance Schedule (vacancies are tight this month, first come first served).
author avatar
Jory Wang Amazon Senior Software Development Engineer
Amazon senior engineer, focusing on the research and development of infrastructure core systems, with rich practical experience in system scalability, reliability and cost optimization. Currently focusing on FAANG SDE interview coaching, helping 30+ candidates successfully obtain L5/L6 Offers within one year.
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