Finnish Transcription Expert

AuraOne; United States; Remote; USD 28,000 - 55,000; Part time

Job summary

AuraOne is hiring a Finnish Transcription Expert as a remote evaluation contractor. You will review Finnish transcription prompts and responses against AuraOne's quality rubric, label issues, and provide structured feedback to help retrain the model.

In this role, you will compare paired outputs, assign severity tags, identify edge cases, and document recurring failure modes for the next training run. The position requires reliable async availability for at least 10 hours per week.

Qualifications

• Experience in evaluation or annotation of Finnish content.
• Ability to apply multi-page rubrics consistently.
• Clear written reasoning that names the issue and the rubric clause.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Evaluate Finnish transcription evaluation model outputs against a versioned rubric and assign severity tags.
• Compare paired responses and pick the stronger answer with a written rationale.

Skills

Evaluation experience

Finnish proficiency

Attention to detail

Clear reasoning

Job description

Category: Frontier Model Evaluation · Pay: Hourly rate confirmed after the interview process · Location: Remote — US-eligible · Contractor

Finnish Transcription Expert is a remote evaluation track for reviewing finnish transcription evaluation prompts and responses against AuraOne's quality rubric. Reviewers compare paired outputs, label edge cases, and write the kind of structured feedback the modeling team can use to retrain.

Why this role matters

AI data reviewers help turn finnish transcription evaluation outputs into auditable labels, rationales, and regression cases for AuraOne Human Data.

Responsibilities

• Evaluate finnish transcription evaluation model outputs against a versioned rubric and assign severity tags for Finnish Transcription Expert assignments.
• Compare paired responses and pick the stronger answer with a written rationale.
• Label hallucinations, instruction-following failures, and unsafe content with structured tags.
• Capture ambiguous prompts and route them back to the program team for rubric updates.
• Maintain reviewer-quality scores by calibrating against gold-standard examples each week.
• Document recurring failure modes so the modeling team can target them in the next training run.

Qualifications

• Prior evaluation, annotation, or human-rater experience on finnish transcription evaluation or adjacent content for Finnish Transcription Expert work.
• Comfort applying multi-page rubrics consistently across long batches.
• Clear written reasoning that names the issue and the rubric clause being applied.
• Strong attention to detail and the ability to flag when a prompt itself is the problem.
• Reliable async availability for at least 10 hours per week.

Example tasks

• Compare two finnish transcription evaluation model responses to the same prompt and pick the stronger one with rationale.
• Tag an unsafe response with the correct policy category and severity.
• Audit a 50-row batch for rubric consistency and report drift to the program lead.
• Propose a rubric clarification after spotting a recurring failure mode.

Nice to have

• Background in linguistics, content moderation, or trust & safety review.
• Experience with inter-rater agreement metrics and calibration cycles.
• Domain expertise that lets you spot subject-matter errors automated checks miss.

Skills

• Model output evaluation
• Rubric-based annotation
• Severity tagging
• Inter-rater calibration
• Finnish Transcription evaluation

Work model

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

Compensation

Hourly rate confirmed after the interview process.