STEM Expert, Mandarin Chinese (mainland China)

AuraOne, Inc.; United States; À distance; USD 58 000 - 80 000; Plein temps

Résumé du poste

AuraOne, Inc. seeks a STEM Expert for Mandarin Chinese (mainland China) toReview AI outputs, reproduce key derivations, and document correct methods for model training, remotely as a contractor.

Responsibilities include validating calculations, flagging errors with severity tags, and ensuring consistent rubric application across batches. Flexible, async-friendly schedule with US eligibility is required.

Qualifications

• Graduate-level training or equivalent applied experience in mandarin stem review or a closely related field.
• Hands-on experience publishing, teaching, or advising on the topic at a professional level.
• Comfort applying multi-page rubrics consistently across long batches.
• Clear written reasoning that cites methods, papers, or worked examples.
• Reliable async availability for at least 10 hours per week.

Responsabilités

• Review AI outputs against current mandarin stem review methods, conventions, and prior work for STEM Expert, Mandarin Chinese (mainland China) assignments.
• Reproduce or sanity-check key derivations, calculations, or experimental claims.
• Flag dimensional, methodological, and citation errors with structured severity tags.
• Capture the corrected reasoning or worked example so the modeling team can train on it.
• Adjudicate disputed answers against textbooks, papers, or community standards.
• Maintain reviewer-quality scores in inter-rater calibration cycles.

Connaissances

Scientific reasoning

Method validation

Citation review

Quantitative analysis

Mandarin STEM review

Formation

Graduate-level training in Mandarin STEM review

Description du poste

STEM Expert, Mandarin Chinese (mainland China) is a remote review track for evaluating AI outputs across mandarin stem review reasoning, calculations, and research workflows. Reviewers grade derivations and assumptions, reproduce key results, and document the correct method so the modeling team can train on it.

Why this role matters

Mandarin STEM review models live or die on whether their derivations actually hold up under scrutiny. AuraOne uses scientific specialists to grade outputs the way a peer reviewer would — checking assumptions, reproducing key steps, and capturing the right method alongside the wrong one.

Responsibilities

• Review AI outputs against current mandarin stem review methods, conventions, and prior work for STEM Expert, Mandarin Chinese (mainland China) assignments.
• Reproduce or sanity-check key derivations, calculations, or experimental claims.
• Flag dimensional, methodological, and citation errors with structured severity tags.
• Capture the corrected reasoning or worked example so the modeling team can train on it.
• Adjudicate disputed answers against textbooks, papers, or community standards.
• Maintain reviewer-quality scores in inter-rater calibration cycles.

Qualifications

• Graduate-level training or equivalent applied experience in mandarin stem review or a closely related field for STEM Expert, Mandarin Chinese (mainland China) work.
• Hands-on experience publishing, teaching, or advising on the topic at a professional level.
• Comfort applying multi-page rubrics consistently across long batches.
• Clear written reasoning that cites methods, papers, or worked examples.
• Reliable async availability for at least 10 hours per week.

Example tasks

• Reproduce a mandarin stem review derivation from a model output and flag any algebraic or dimensional errors.
• Grade a model's literature summary against the cited papers and rate the citation quality.
• Adjudicate a disputed answer between two reviewers using textbook methods.
• Audit a 25-row batch for rubric consistency and report drift to the program lead.

Nice to have

• PhD, postdoc, or industry research experience in the topic area.
• Prior work reviewing AI-assisted research tooling and its failure modes.
• Multilingual fluency for non-English papers and corpora.

Skills

• Scientific reasoning
• Method validation
• Citation review
• Quantitative analysis
• Mandarin STEM review

Work model

Remote — US-eligible. Remote · Independent specialist contractor. Employment type: CONTRACTOR. Applicants must be authorized to work from US.

Compensation

$50 / hr

Graduate-level training or equivalent applied experience in mandarin stem review or a closely related field for STEM Expert, Mandarin Chinese (mainland China) work. Hands-on experience publishing, teaching, or advising on the topic at a professional level. Comfort applying multi-page rubrics consistently across long batches. Clear written reasoning that cites methods, papers, or worked examples. Reliable async availability for at least 10 hours per week.