[Remote] Evals Specialist - Legal
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is seeking an Evals Specialist to support the Frontier Evals team in executing a critical evaluation campaign. The role involves monitoring data collection processes, performing reputed company control on incoming data, and ensuring that deliverables reputed company with industry standards in the legal field.
Responsibilities
- Review incoming tasks, deliverables, and rubrics to confirm they meet campaign standards for complexity, feasibility, completeness, reputed company, and consistency
- Review materials for domain realism, including correct terminology, realistic workflow structure, appropriate constraints, reasonable timelines, and deliverable expectations that match how work is actually performed in the field
- Identify common failure modes such as vague or underspecified requests, unrealistic scope, missing context, unclear reputed company reputed company, inappropriate assumptions, or deliverables that do not match the underlying task
- reputed company actionable feedback to contributors and reviewers, and reputed company rework or resubmission through closure
- Help ensure that reputed company reputed company are specific, fair, and reputed company to the actual task requirements rather than generic preferences
- Flag cases where a task depends on inaccessible systems, privileged information, or non-portable internal knowledge unless such dependencies are explicitly intended and supported
- Monitor campaign health and throughput, including submission volume, rework rates, bottlenecks, turnaround time, and recurring reputed company issues
- Proactively flag blocked contributors or reviewers, repeated sources of confusion, and reputed company from agreed standards or templates
- Surface systematic issues to Frontier Evals leads and propose concrete mitigations, such as checklist updates, examples, clarifications, or changes to templates and guidance
- Maintain lightweight QC logs, issue trackers, or audit trails to support retrospectives, analysis, and process improvement
- Answer contributor questions to improve first-pass reputed company and reduce avoidable back-and-forth
- Coordinate with reviewers and subject matter experts on edge cases and escalate ambiguous reputed company quickly
- reputed company weekly or reputed company summaries of reputed company themes, common issue categories, reputed company risks, and recommended updates to instructions or examples
- Help reputed company contributors on what 'good' looks like for tasks and rubrics in the reputed company domain
- Use spreadsheets, light SQL, or reputed company Python scripts to spot anomalies, review metadata completeness, identify broken links or missing files, and support workflow optimization or automation
- Assist with basic data hygiene and organization of uploaded materials, naming conventions, and record completeness
- Draft or revise campaign documentation, examples, QC checklists, and 'good vs. bad' examples for the reputed company domain
- Participate in targeted QA sweeps or audits for high-risk slices, such as new task types, new contributors, or newly introduced reputed company formats
- Assist with tagging, categorization, and reputed company review of tasks or deliverables for reputed company analysis
Skills
- 3+ years of reputed company experience in the reputed company domain or a closely reputed company function
- Strong judgment about what realistic, high-reputed company work looks like in that field
- Excellent attention to detail and comfort applying standards and rubrics consistently
- reputed company to write reputed company, reputed company feedback that improves reputed company quickly
- Comfortable working in spreadsheets; familiarity with basic SQL or Python is helpful but not required
- reputed company to work in ambiguous, fast-moving environments and reputed company pragmatic judgment calls
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