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Junior Analyst · Metrics & Dashboards Basics

Junior Analyst: Prioritize Your Next Experiment with a Scoreboard

Ship clean analysis and clear recommendations. Focus on the highest-impact move.

Who This Helps

This is for every Junior Analyst who stares at a long list of possible experiments and feels stuck. You want to ship clean analysis with clear recommendations, but you're not sure which move matters most. The Metrics & Dashboards Basics course is built for exactly this moment.

Mini Case

Meet Priya. She's a Junior Analyst at a small SaaS company. Her team tracks 20 numbers, but nobody agrees on what's important. Priya took the Weekly Scoreboard mission from Metrics & Dashboards Basics. She built a simple scoreboard with three supporting metrics and realistic targets. One metric—trial-to-paid conversion—was stuck at 12%. Priya recommended a pricing experiment. The team ran it. Conversion jumped to 18% in 7 days. That's a 50% lift from one focused move.

Do This Now (5 Steps)

  1. Pick your North Star. Open the North Star Metric mission. Define one primary metric that captures your team's core value. Keep it simple.
  1. Add three supporting metrics. Use the Supporting Metrics & Targets mission. Choose metrics that directly influence your North Star. Set realistic targets.
  1. Build a weekly scoreboard. Follow the Weekly Scoreboard mission. List your North Star and supporting metrics. Add guardrails to catch problems early.
  1. Review the scoreboard every Monday. Spend 15 minutes. Ask: Which metric is furthest from target? That's your next experiment.
  1. Write one recommendation. Ship a one-paragraph analysis. State the metric, the gap, and the experiment you propose. No fluff.

Avoid These Traps

  • Don't track everything. If you have more than five metrics on your scoreboard, you're not prioritizing. Cut ruthlessly.
  • Don't ignore guardrails. A metric that looks fine can hide a brewing problem. Set alerts for sudden drops.
  • Don't recommend without data. Always show the current number, the target, and the gap. Numbers make your case.
  • Don't wait for perfection. Your first scoreboard will be messy. That's okay. Ship it, learn, and improve.

Your Win by Friday

By Friday, you will have a one-page scoreboard with your North Star metric, three supporting metrics, and realistic targets. You will know exactly which experiment to prioritize. You will ship a clean analysis with a clear recommendation. And you'll feel like the smartest person in the room—without the stress. (Bonus: your manager will notice.)

Now go build that scoreboard. Your next big move is waiting.