Data & Charts Expert

micro1; United States; Remote; USD 34,000 - 69,000; Part time

Job summary

micro1 is a data lab that helps AI labs and enterprises train foundational models through evaluations and data tasks. The Data & Charts Expert role is fully remote and contract-based, offering flexible weekly commitments.

You will read charts, design questions, and explain answers to test AI data interpretation. Applicants should have two+ years of experience with charts and quantitative data, a quantitative degree or equivalent, and the ability to articulate calculations in clear English.

Qualifications

• Two or more years working with charts and quantitative data.
• 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 or analytical exercises is a plus.

Responsibilities

• 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.

Skills

Chart interpretation accuracy

Multi-step reasoning

Question design

Domain terminology precision

Remote collaboration

Job description

pay

Required Skills

• Chart interpretation accuracy
• Multi-step quantitative reasoning
• Question design / unambiguous task construction
• Domain-specific terminology precision
• remote collaboration

About micro1

micro1 is a data lab that helps AI labs & Enterprises train foundational models and agents. We provide frontier evaluations and reinforcement learning environments to improve LLM capabilities, as well as contextual evaluations to monitor and improve AI agents in enterprise settings.

Our AI recruiting agent sources and vets domain experts for our data platform that enables rapid production of high-quality training data. Our research spans high-value, specialized domains (legal, medical, finance, coding, etc.), where expert-level data is the hardest to produce and most valuable for advanced model performance. Our pipeline performance system ensures both quality and velocity.

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

• 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

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