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Upstart Interview Questions

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QuestionTopicDifficulty
Data Structures & Algorithms
Medium

Write a Python function called max_profit that takes a list of integers, where the i-th integer represents the price of a given stock on day i, and returns the maximum profit you can achieve by buying and selling the stock.

You may complete, at most, two complete buy/sell transactions to maximize profits on a stock.

Input:

prices = [3, 3, 5, 0, 0, 3, 1, 4]

Output:

def max_profit(prices) -> 6

Explanation:

Buy on day 4 (price = 0) and sell on day 6 (price = 3): profit = 3 - 0 = 3.
Then buy again on day 7 (price = 1) and sell on day 8 (price = 4): profit = 4 - 1 = 3.
Total profit: 3 + 3 = 6.
Data Structures & Algorithms
Easy
Probability
Hard
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Upstart Salaries by Position

AI Research Scientist*
$180K
AI Research Scientist
Median: $180K
Mean (Average): $180K
Data points: 1
$119K
$202K
Software Engineer
Median: $165K
Mean (Average): $164K
Data points: 40
$151K
$175K
ML Engineer
Median: $165K
Mean (Average): $164K
Data points: 4
Marketing Analyst*
$160K
Marketing Analyst
Median: $160K
Mean (Average): $160K
Data points: 1
$120K
$190K
Data Engineer
Median: $150K
Mean (Average): $151K
Data points: 14
$99K
$158K
Data Scientist
Median: $128K
Mean (Average): $129K
Data points: 8
$77K
$122K
Data Analyst
Median: $98K
Mean (Average): $99K
Data points: 3

Most data science positions fall under different position titles depending on the actual role.

From the graph we can see that on average the AI Research Scientist role pays the most with a $180,000 base salary while the Data Analyst role on average pays the least with a $99,333 base salary.

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