BetterHelp·Data Scientist·Technical Phone Screen·Intermediate

IntermediatePrefer not to say

May 2026Remote

Summary

Peer interview at BetterHelp for a Data Scientist role, pretty casual in format but still expected real depth on past project work. The whole thing revolved around picking something meaty from my resume and defending it.

Questions Asked (1)

Pick a technically challenging project from your resume. Walk me through what you personally did, what obstacles came up and how you handled them, and what the actual business impact was.

Product Analytics & MetricsAdaptability & Ambiguity

Author's notes

I picked a project I thought I knew cold but rambled for way too long on context before getting to what I actually built.

Create a free account to read the full note

AI HintsAI Generated

Suggested Approach

Choose a project where you drove technical decisions and can clearly connect your work to measurable business outcomes. Use a structured narrative (e.g., STAR) to highlight your personal contributions, the obstacles you faced, and how you overcame them. Emphasize the impact in terms of metrics that matter to BetterHelp, such as user engagement, retention, or matching efficiency.

Pro tip: Quantify the business impact with specific metrics (e.g., 'increased conversion by 15%') and tie it back to BetterHelp's mission of making therapy accessible. Also, briefly mention what you learned and how you applied it to future projects to show growth.

1. Set the Context

Briefly describe the project, its goals, and why it was technically challenging. Mention the team size and your role to establish your ownership.

2. Detail Your Contributions

Walk through the specific technical steps you took, focusing on your individual actions. Use 'I' statements to clarify your role versus the team's.

3. Highlight Obstacles and Solutions

Describe 1-2 key obstacles (technical, data-related, or cross-functional) and explain how you diagnosed and resolved them. Show adaptability and problem-solving.

4. Quantify Business Impact

State the measurable outcomes of the project, such as improved metrics, cost savings, or user growth. Connect these to broader business goals.

5. Reflect and Learn

Summarize key takeaways and how you applied lessons to future work. This demonstrates self-awareness and continuous improvement.

Key Points to Mention

Specific technical challenges (e.g., data quality issues, model scalability, integration with existing systems)
Your personal role and actions (e.g., 'I designed the experiment', 'I implemented the model')
Obstacles such as ambiguous requirements, tight deadlines, or stakeholder alignment
How you overcame obstacles (e.g., cross-functional collaboration, iterative testing, creative problem-solving)
Quantifiable business impact (e.g., increased user engagement by X%, reduced churn by Y%)
Alignment with BetterHelp's mission (e.g., improving therapist-client matching, enhancing user experience)

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