We are sharing a specialised remote consulting opportunity for bilingual Spanish-English Benefits Counselors and Public Service Professionals with experience in government services, public benefits, community assistance, and multilingual client support to contribute their expertise to advanced AI training and evaluation initiatives.
Selected professionals will review public service questions in Spanish and English, develop structured evaluation criteria, and assess AI-generated Spanish responses for accuracy, clarity, completeness, and natural language usage. The work combines practical public assistance experience with bilingual communication, service navigation, and quality evaluation to improve how AI systems assist Spanish-speaking individuals seeking information about government programmes and public services. Prior experience with AI training projects is not required.
Key Responsibilities
Bilingual Public Service Inquiry Review
- Review sample questions in Spanish and English relating to government services and public assistance
- Evaluate whether questions reflect realistic situations encountered by Spanish-speaking residents
- Identify unnatural phrasing, unclear requests, and unrealistic public service scenarios
- Apply direct counseling experience to assess the relevance and authenticity of service inquiries
- Recommend improvements to question wording, contextual accuracy, and bilingual communication quality
Government Benefits & Service Guidance Evaluation
- Apply expertise in at least one relevant service area, including Medicare, passport services, veterans benefits, student loans, financial aid, or National Park services
- Assess whether public service guidance accurately addresses the individual's stated needs
- Review the completeness and practical usefulness of information concerning relevant government programmes
- Identify missing explanations, inaccurate service information, and unclear procedural guidance
- Evaluate whether proposed next steps are appropriate for the specific public assistance scenario
AI Response Assessment & Spanish Language Quality
- Evaluate AI-generated responses in Spanish against established accuracy and quality criteria
- Identify factual errors, omitted information, mistranslations, and misleading explanations
- Assess whether Spanish-language responses sound natural, professional, and understandable
- Review terminology and wording for consistency with relevant public service contexts
- Provide structured feedback on response accuracy, clarity, and practical usefulness
Evaluation Rubrics & Quality Standards
- Develop detailed evaluation rubrics defining correct and complete answers within relevant areas of expertise
- Establish criteria covering factual accuracy, service guidance, language quality, and appropriate next steps
- Apply consistent assessment standards across AI-generated public assistance responses
- Explain why responses meet or fall short of established evaluation requirements
- Refine evaluation criteria to improve the reliability and consistency of bilingual AI response assessments
Written Feedback & Asynchronous Collaboration
- Document evaluation findings, language issues, and recommended corrections in clear written reports
- Communicate technical and service-related observations accurately in both Spanish and English
- Provide actionable feedback to support improvements in AI-generated government service guidance
- Complete assigned review activities independently within an asynchronous project environment
- Maintain high standards of accuracy, organisation, and bilingual written communication throughout assigned deliverables
Ideal Profile
- Native or professional-level proficiency in both Spanish and English
- At least 1 year of professional experience counseling or assisting members of the public
- Experience as a Benefits Counselor, Case Manager, Community Health Worker, Public Service Advisor, or in a comparable client-facing role
- Demonstrated experience in at least one of the following areas: Medicare, passport services, veterans benefits, student loans or financial aid, or National Park services
- Strong understanding of the relevant public assistance programmes, service procedures, or benefits information within the candidate's area of expertise
- Experience answering public inquiries and providing practical assistance to individuals seeking government services
- Ability to evaluate the factual accuracy and completeness of public service information
- Excellent written communication skills in Spanish and English, with an emphasis on clarity and precision
- Strong understanding of natural Spanish-language communication in public assistance settings
- Ability to identify mistranslations, ambiguous terminology, and culturally or contextually inappropriate wording
- Experience assisting Spanish-speaking individuals with benefits questions, administrative procedures, or public service navigation
- Strong analytical reasoning, attention to detail, and structured problem-solving capabilities
- Experience across multiple government service or public benefits areas is advantageous
- Professional interpreting or translation experience is highly valued
- Experience preparing Spanish-language guides, FAQs, informational resources, or training materials is beneficial
- Familiarity with client counseling, public outreach, and community assistance practices
- Experience assisting diverse communities, including rural populations and individuals with limited literacy, is advantageous
- Ability to provide clear, constructive written feedback and apply structured evaluation criteria consistently
- Strong organisational skills and the ability to work independently in a remote, asynchronous environment
- Must be based in the United States
- Availability to begin promptly and commit 10–20 hours per week, with additional availability toward the end of the project
- Prior experience with AI model training or evaluation projects is not required
Engagement Details
- Freelance / contract engagement
- Fully remote — United States only
- Compensation: $35–$50/hour
- Expected Commitment: 10–20 hours per week, with increased availability toward the end of the project
- Project Duration: Short-term engagement
- 10 available openings
- Language Requirement: Native or professional-level Spanish and English
- Experience Requirement: At least 1 year of public counseling or assistance experience in a relevant service area
- Specialisation: Medicare, passport services, veterans benefits, student loans or financial aid, or National Park services
- Availability: Candidates should be prepared to begin promptly
- Specialised bilingual consulting role spanning government services, public benefits counseling, Spanish-language evaluation, and AI response quality
- Responsibilities will include reviewing realistic public service questions, developing evaluation rubrics, and assessing AI-generated Spanish responses
- Assignments will focus on factual accuracy, natural language usage, translation quality, completeness, and practical service guidance
- Deliverables will include structured assessments, written feedback, and documented evaluation criteria
- Work will be conducted remotely through asynchronous collaboration with the project team
- Experience in professional translation, Spanish-language outreach, or multilingual public service communication is particularly relevant
- Previous experience with AI training projects is not required
About the Platform
This opportunity is available through 24-MAG LLC. We connect experienced professionals with remote consulting opportunities across technical, evaluation, and project-based workstreams.
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