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Growth · Software Engineer Interview Guide

Interview language: English

How to Pass the 01Health Software Engineer Interview in 2026

The 01Health DNA (TL;DR)

The 'Plex Sans' principle at 01Health underscores a demand for absolute clarity and conciseness in all communication. Interviewers assess how candidates structure thoughts, present complex pharma concepts simply, and articulate trade-offs with precision, mirroring the clean aesthetic of their brand.

The 01Health Interview Loop

Your onsite loop will typically consist of 5 rounds.

  1. 1

    Round 1

    Recruiter Screen
    Motivation, role fit, logistics.
  2. 2

    Round 2

    Coding Screen
    LeetCode-medium algorithmic problems under time pressure.
  3. 3

    Round 3

    System Design
    Distributed systems, trade-offs at scale, architecture under constraints.
  4. 4

    Round 4

    Onsite Coding
    LeetCode-hard, debugging, code clarity, edge cases.
  5. 5

    Round 5

    Behavioral / Leadership
    Past evidence of ownership, influence, resolving conflict.

The Danger Zone: Top Reasons Candidates Fail

Based on our database of 01Health interview outcomes, avoid these common traps:

  • Proposing a monolithic architecture without considering microservices or modularity for different functions (ingestion, processing, delivery).
  • Not addressing potential data inconsistencies or reconciliation issues between different nodes/sensors.
  • Failing to articulate the specific trade-offs made during the simplification process
  • Handling overlapping time intervals incorrectly, leading to double-counting or missed entries.

Test Yourself: Real 01Health Questions

Three real prompts pulled from our database.

Type · motivation

What specifically about 01Health's mission in the pharma space, and our focus on [mention a specific therapeutic area or technology if known], interests you as a software engineer?

Type · algorithmic

Design an algorithm to detect anomalies in real-time drug dosage monitoring data. Anomalies could be sudden spikes, drops, or deviations from a patient's established baseline. The system needs to be low-latency.

Type · scalability

Design a system to manage and serve personalized drug information and dosage recommendations to millions of patients globally. Consider data ingestion from various sources (EHRs, wearables, patient input), real-time processing, and secure delivery.

+ many more questions, signals, and worked examples

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01Health Interview Question Bank

A sample from our database, grouped by round. Sign up to see the full set.

9 of 14 questions shown

1

Recruiter Screen

1
  1. 1

    Type · motivation

    What specifically about 01Health's mission in the pharma space, and our focus on [mention a specific therapeutic area or technology if known], interests you as a software engineer?
2

Coding Screen

3
  1. 2

    Type · algorithmic

    Given a dataset of patient treatment outcomes (e.g., drug efficacy, side effects) over time, design an algorithm to identify patients who are likely to experience a specific adverse event within the next 30 days. Assume data is time-series and potentially sparse.
  2. 3

    Type · data_structures

    You have a large, sorted list of clinical trial participant IDs. You also have a stream of incoming events, each associated with a participant ID (e.g., a lab result, a doctor's note). Design a data structure to efficiently: 1. Check if a participant ID exists in the sorted list. 2. Add new events for a given participant ID. 3. Retrieve all events for a participant ID.
  3. + 1 more questions in this round (sign up to unlock)
3

System Design

3
  1. 4

    Type · scalability

    Design a system to manage and serve personalized drug information and dosage recommendations to millions of patients globally. Consider data ingestion from various sources (EHRs, wearables, patient input), real-time processing, and secure delivery.
  2. 5

    Type · reliability

    Design a distributed system for real-time monitoring of clinical trial drug supply chains. The system should track inventory levels, temperature, and location of sensitive pharmaceuticals across multiple distribution centers and ensure data integrity.
  3. + 1 more questions in this round (sign up to unlock)
4

Onsite Coding

4
  1. 6

    Type · hard_algorithmic

    Implement a function to find the shortest path in a 3D grid representing a complex molecular structure, where movement is restricted by chemical bonds and energy potentials. The grid can be very large and sparse.
  2. 7

    Type · debugging

    Here is a Python script that attempts to process patient EMR data to identify potential drug interactions. It's producing incorrect results and occasionally crashing. Debug and fix the code.
  3. + 2 more questions in this round (sign up to unlock)
5

Behavioral / Leadership

3
  1. 8

    Type · ownership

    Tell me about a time you encountered a significant technical challenge or bug in a production system that was impacting users (e.g., patients, doctors). What was your approach to diagnosing and resolving it, and what did you learn?
  2. 9

    Type · collaboration

    At 01Health, we prioritize absolute clarity in our documentation. Tell me about a time you had to simplify a highly complex technical requirement or architectural trade-off for a non-technical stakeholder, such as a clinical researcher or regulatory lead. How did you ensure your explanation maintained the necessary technical precision without sacrificing readability?
  3. + 1 more questions in this round (sign up to unlock)

Unlock all 14 01Health questions, free

No credit card. Every question with its framework, the grading signals interviewers score against, and a worked answer for each.

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Interview tracks at 01Health

How 01Health's DNA translates across functions. Pick your role.

Compare 01Health with similar employers

Same DNA, different bar. Browse the closest companies in our database and see how their loops differ.

Practice 01Health interviews end-to-end

Sample answers

What a strong answer to these 01Health interview questions shows.

What specifically about 01Health's mission in the pharma space, and our focus on [mention a specific therapeutic area or technology if known], interests you as a software engineer?

A strong answer shows: Specific mentions of 01Health's products, research, or values.; Understanding of the intersection of technology and pharmaceuticals.; Enthusiasm for solving complex problems in a regulated industry..

Design an algorithm to detect anomalies in real-time drug dosage monitoring data. Anomalies could be sudden spikes, drops, or deviations from a patient's established baseline. The system needs to be low-latency.

A strong answer shows: Sliding window techniques for calculating baselines or detecting deviations.; Statistical methods (e.g., Z-score, IQR) adapted for streaming data.; Consideration of adaptive thresholds.; Discussion of latency requirements and trade-offs..

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