Bilingual Generalists. Jobs in Scott, Saskatchewan, Canada
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Scott, Saskatchewan, Canada
Bilingual Generalists.
About the role
Bilingual Generalists.
Bilingual Generalists is a remote evaluation track for reviewing bilingual generalists evaluation prompts and responses against AuraOne's quality rubric.
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REL 24.09 signed REGRESSION caught
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Evaluation & annotation
Aligned to the AuraOne specialist routing.
TYPE
Contractor
Remote-first specialist work, paid per accepted task.
LOCATION
Remote
Independent specialist contractor
Remote — US-eligible
About The Role
Bilingual Generalists is a remote evaluation track for reviewing bilingual generalists 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.
AI data reviewers help turn bilingual generalists evaluation outputs into auditable labels, rationales, and regression cases for AuraOne Human Data.
Review model outputs, label edge cases, and improve training quality across high-volume AI workflows.
Responsibilities
↳Evaluate bilingual generalists evaluation model outputs against a versioned rubric and assign severity tags for Bilingual Generalists 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.
Requirements
↳Prior evaluation, annotation, or human-rater experience on bilingual generalists evaluation or adjacent content for Bilingual Generalists 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 bilingual generalists 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.
Compensation
$49–$98 / hr
Expected schedule: contractor, remote specialist work with program-defined task volume and review pacing.
Skills Used In Matching
Model output evaluation Rubric-based annotation Severity tagging Inter-rater calibration Bilingual Generalists evaluation
How To Apply
AuraOne uses a shared specialist intake to confirm track fit, review readiness, and the best queue for your profile. Applications submitted from partner job boards carry the source, role, and category on the apply URL.
Apply now Browse other roles
EXAMPLE TASKS
↳Compare two bilingual generalists 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.
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About AuraOne
AI is becoming the new way work gets done.
Not someday. Now.
It is reviewing evidence. Training robots. Inspecting products. Evaluating risk. Helping teams make decisions faster than ever before.
But intelligence is not enough.
A model can produce an answer. A company still needs to trust the work.
That is why we built AuraOne.
AuraOne is the platform for building, testing, and running AI in the real world.
For AI labs, we turn human feedback, expert review, evaluation, and model failures into a system that improves with every run.
For enterprises, we turn private data and existing workflows into AI products that learn from the people, decisions, and outcomes inside the business.
The result is simple:
Work gets cleaner. Models get stronger. Failures are remembered. Decisions are easier to trust. And customers keep what they build.
AuraOne is not another chatbot. Not another dashboard. Not another layer of AI theater.
It is the system behind AI that makes it work.
Your work. Your data. Your AI.