Get your free practice interview for this role
micro1 screens applicants online, often with an AI interview. micro1 offers a free, 18-minute AI practice interview with feedback, and we picked the one closest to this role: Data Engineer. It covers:
Here’s your practice interview
Allow your microphone when it asks, find a quiet spot, and give yourself about 20 minutes. We’ve also emailed you the link and the free ebook.
Step 2: when you feel ready, apply.
The practice interview is free and run by micro1. Land Remote Jobs is an independent job board, not part of micro1, Mercor or Turing. Practising helps you prepare; it can’t guarantee the result of your real interview. Want more tips? Read our free micro1 interview guide.
Apply for this role
You apply on micro1's own site. It’s free, and you can apply even if you skip the practice.
Who this role suits
Analysts and data scientists who want flexible remote work in statistics, modelling and evaluation.
Full job description
Role Title: Data & Charts Expert
Role Type: Contractor
Location: Remote, global
Opportunity Snapshot
Pay: $25-50/hour
Weekly commitment: Flexible — work on your own schedule
Location: Fully remote, global
Your tasks: Pick charts from your field, write questions about them, and explain the right answer
micro1 is looking for people who read charts for a living. Your job is to turn them into questions that test whether an AI can actually interpret data — and then explain the correct answer step by step.
If you work with graphs, plots, or dashboards in your field, you already have what this needs. No AI experience required.
We’re especially interested in people from:
Medicine & biostatistics · Finance & economics · Engineering & physics · Earth sciences & GIS · Data science & statistics · Operations & manufacturing
What you’ll do
- Choose charts from your own field — the kind you’d actually see in a paper, report, or dashboard.
- Write questions that require real reasoning to answer: calculations, comparisons, reading a trend, combining two series.
- Give the correct answer, and walk through how you got there.
- Use the right terms for what you’re describing: axes, scales, units, legends, error bars, time periods.
- Flag a chart or question that turns out to be ambiguous instead of submitting it anyway.
What we’re looking for
- Two or more years working with charts and quantitative data — professionally, academically, or in research.
- A degree in a quantitative or technical field, or equivalent hands-on experience.
- Comfortable with charts that have several data series, annotations, or statistical features.
- Able to explain a calculation clearly in English, in writing.
- Experience writing exam questions, assessments, or analytical exercises is a plus, but not required.
How the selection process works
- Apply and complete the screening questions
- Complete the AI interview for this role — it’s how your expertise gets in front of the client
- Profile review
- Onboarding — our Talent Ops team will get you set up
Last checked open on Oct 28, 2026. Job description provided by micro1.
Something not working? Tell us
If the practice interview or the apply link doesn’t open, or the job looks closed, let us know and we’ll fix it.
Thanks, we got it. We’ll check this job’s links and reply by email if you left one.