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Requirements found
Marketing (must) Sql (must) Tableau (must) Power Bi (must) Sales Python (nice) Project Management (nice) Compliance
What this posting asks for
Level: Mid level — The posting asks for 2+ years of experience.
Main responsibilities
- Perform in-depth analyses of consumer metrics, including Lifetime Value (LTV), Customer Acquisition Cost (CAC), churn rates, and cohort performance, using SQ…
- Develop forecasting models for subscriber growth, revenue projections, and market penetration, incorporating external factors like competitive landscapes and…
- Create and maintain reporting dashboards and visualizations (e.g., using Tableau, Power BI, or Looker) to track key performance indicators (KPIs) for consume…
- Conduct market research and price analysis, evaluating elasticity, competitive pricing, and promotional impacts to recommend optimizations that drive revenue…
- Collaborate cross-functionally with marketing, product, and sales teams to integrate insights into growth strategies, including A/B testing support and scena…
- Identify data gaps and work with engineering teams to improve data collection for consumer use cases, ensuring robust datasets for ongoing analysis
- Deliver presentations and reports to stakeholders, translating technical findings into clear, business-oriented recommendations that influence decision-making
- Support ad-hoc research projects, such as regional market assessments or emerging trends in broadband adoption, blending qualitative insights with quantitati…
- 2+ years of professional experience in business analytics, consulting, market research, or growth operations
- 1+ years of experience with SQL and creating/managing dashboards using data visualization tools (e.g. Tableau, Power BI, Looker)
Competencies an interviewer will look for
- Technical skill Core
In the posting: “Perform in-depth analyses of consumer metrics, including Lifetime Value (LTV), Customer Acquisition Cost (CAC), churn rates, and cohort performance, using SQ…” · “Identify data gaps and work with engineering teams to improve data collection for consumer use cases, ensuring robust datasets for ongoing analysis” · “1+ years of experience with SQL and creating/managing dashboards using data visualization tools (e.g.”
Show it by: Names the tools, languages or systems used and how; Explains a technical choice and its trade-off. - Teamwork and collaboration Core
In the posting: “Collaborate cross-functionally with marketing, product, and sales teams to integrate insights into growth strategies, including A/B testing support and scena…” · “Excellent communication abilities, with a track record of presenting insights to non-technical audiences and influencing cross-functional teams” · “Project management experience, including prioritizing tasks in fast-paced settings and collaborating with diverse stakeholders”
Show it by: Says what they did inside a team, not only what 'we' did; Shows how a disagreement was handled. - Customer focus Core
In the posting: “BUSINESS ANALYST (CUSTOMER SUCCESS)” · “Perform in-depth analyses of consumer metrics, including Lifetime Value (LTV), Customer Acquisition Cost (CAC), churn rates, and cohort performance, using SQ…” · “Background in high-growth consumer tech environments, startups, or consulting firms with a focus on customer acquisition and retention”
Show it by: Puts the customer's need in their own words; Shows a result for the customer, not only for the company. - Planning and organisation Core
In the posting: “Collaborate cross-functionally with marketing, product, and sales teams to integrate insights into growth strategies, including A/B testing support and scena…” · “Project management experience, including prioritizing tasks in fast-paced settings and collaborating with diverse stakeholders” · “You may also be eligible for long-term incentives, in the form of company stock or long-term cash awards, as well as potential discretionary bonuses and the …”
Show it by: Shows how priorities were set when everything was urgent; Mentions deadlines met and how. - Data and analysis Core
In the posting: “BUSINESS ANALYST (CUSTOMER SUCCESS)” · “This role will focus on consumer metrics and insights, conducting research and reporting to support data-driven decisions that accelerate subscriber growth a…” · “Our ideal candidate is a proactive analyst with a blend of quantitative skills and curiosity for market dynamics, capable of turning complex data into action…”
Show it by: Uses a number to describe the situation or the result; Explains what the data showed and what was done with it. - Stakeholder management Core
In the posting: “Deliver presentations and reports to stakeholders, translating technical findings into clear, business-oriented recommendations that influence decision-making” · “Excellent communication abilities, with a track record of presenting insights to non-technical audiences and influencing cross-functional teams” · “Project management experience, including prioritizing tasks in fast-paced settings and collaborating with diverse stakeholders”
Show it by: Shows how they aligned people with different goals; Explains how they handled a 'no' from someone senior. - Attention to detail and quality Core
In the posting: “Collaborate cross-functionally with marketing, product, and sales teams to integrate insights into growth strategies, including A/B testing support and scena…” · “Employees in Washington State accrue paid sick time in compliance with state and federal law.”
Show it by: Gives an example of an error caught before it caused harm; Names the check or standard they used. - Communication Supporting
In the posting: “Excellent communication abilities, with a track record of presenting insights to non-technical audiences and influencing cross-functional teams”
Show it by: Adapts the message to the listener; Gives an example of explaining something clearly in writing or speech. - Adaptability and learning Supporting
In the posting: “Our ideal candidate is a proactive analyst with a blend of quantitative skills and curiosity for market dynamics, capable of turning complex data into action…”
Show it by: Describes learning something new quickly and using it; Shows a change of plan and how they adjusted.
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Read the interview answer library
Strong sample answers to every practice question below, with why they work and the mistakes that cost points. Nothing to type.
Interview journey 25 questions in groups of 5, a new random order each time, then the HR Perspective analysis; no account needed.
HR Perspective question bank Browse 53 prompts with topic filters, answer criteria and follow-up practice.
Practice questions
- Tell me about yourself. Dedicated step-by-step practice.
- If an interviewer asks something improper How to respond to questions about age, family, origin or health.
- Built from this posting (8):
- Walk me through a piece of work where you used your strongest technical skill. What exactly did you do? From this posting
- Describe a time you worked with another team to deliver something. What was your part? From this posting
- Describe a time you went out of your way to solve a customer's problem. From this posting
- You have three urgent tasks due today and time to finish only two. How do you decide? From this posting
- How have you used marketing in your work? Walk me through one real example. From this posting
- Tell me about a problem you solved using sql. From this posting
- Tell me about a time you had to explain something complex to someone outside your field. From this posting
- Describe a time your plans changed suddenly. How did you adjust? From this posting
- This posting reads as Data analysis: its questions come first.
- Tell me about an analysis that changed a decision. Data analysis
- How do you check that a query or spreadsheet you built gives the right answer? Data analysis
- Describe a new tool or technique you learned to finish a piece of work. Data analysis
- Describe a time you found that the data you were given was wrong. Data analysis
- A manager asks you for 'the numbers' by tomorrow with no further detail. What do you do? Data analysis
- What makes a dashboard useful, and how have you built one? Data analysis
- Tell me about a time you explained a statistical result to people without a data background. Data analysis
- Sales dropped 15% last month. How would you find out why? Data analysis
- Tell me about a sale or agreement you are proud of.
- Walk me through how you would check whether a report's numbers are right.
- Describe a time you handled an upset customer or colleague.
- Tell me about a time you had several deadlines at once. How did you decide what to do first?
- Give an example of a mistake you caught before it caused a problem.
- Tell me about a time you taught someone how to do something.
- Describe a time you took the lead without being asked.
- Tell me about a time you had to explain something complicated in simple terms.
- Describe a process you improved.
- Do you have any questions for us?
- Why do you want to work here?
- Why is there a gap in your employment? Difficult question
- Why did you leave your last job? Difficult question
- Why are you changing careers? Difficult question
- What is your greatest weakness? Difficult question
- What are your salary expectations? Difficult question
- You seem overqualified for this role. Why do you want it? Difficult question
- Improper-question practice: How old are you? / Do you have children? / Where are you from originally?
- A customer is angry about a delay you did not cause. What do you do?
- How do you keep track of many open customer requests?
- Tell me about a time you could not give a customer what they wanted.
- You find that the inventory count does not match the system. What do you do?
- Tell me about a time a shipment or delivery went wrong.
- How do you make sure safety rules are followed on a busy shift?
- Two managers ask you to book the same room at the same time. What do you do?
- How have you used spreadsheets in your work?
- Tell me about a time you had to enter or check a lot of data accurately.
- A prospect says your price is too high. How do you respond?
- How do you keep your pipeline organised?
- Tell me about a technical problem you solved on your own.
- You find a bug right before a release. What do you do?

