We are sharing a specialised consulting opportunity for PhD-level professionals with strong expertise in developmental psychology, child development, cognitive and psychosocial development, research, cultural analysis, and psychological evaluation to contribute to an advanced AI training and psychology-focused evaluation project.
Selected professionals will review and annotate datasets related to child development, evaluate AI-generated psychological content, contribute to scenario and guideline development, and provide expert feedback on developmental accuracy, cultural appropriateness, and psychological relevance. The opportunity is particularly suited to researchers and academics in developmental psychology or child development, with or without direct clinical experience. No prior experience in AI is required.
Key Responsibilities
Child Development Analysis
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Evaluate content involving children's learning, behaviour, and development
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Apply developmental-psychology principles to age-relevant scenarios
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Assess whether representations of child development are psychologically appropriate
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Identify developmental inaccuracies or oversimplifications
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Provide expert interpretation of cognitive, linguistic, social, and behavioural development
Dataset Review & Annotation
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Review and annotate datasets related to developmental psychology
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Apply consistent psychological criteria across evaluation tasks
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Identify inaccurate, incomplete, or misleading content
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Provide structured annotations supporting AI-training workflows
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Maintain high standards of scientific and conceptual accuracy
AI Psychological Evaluation
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Review AI-generated outputs involving child development
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Assess psychological accuracy and developmental relevance
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Identify inappropriate generalisations or unsupported interpretations
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Provide detailed feedback to improve model performance
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Contribute domain expertise to evaluation and training processes
Scenario & Test Case Development
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Develop realistic scenarios involving children's learning and behaviour
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Contribute expert perspectives to developmental-psychology test cases
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Create examples reflecting age-appropriate developmental considerations
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Support evaluation of AI reasoning across complex psychological situations
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Ensure scenarios remain grounded in recognised developmental principles
Cognitive & Linguistic Development
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Analyse cognitive-development concepts
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Evaluate language-development considerations
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Review age-related learning and communication patterns
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Identify content that does not align with expected developmental processes
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Support development of guidance addressing linguistic and cognitive differences
Psychosocial Development
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Evaluate psychosocial factors relevant to child development
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Review scenarios involving emotional, social, and behavioural development
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Assess whether AI-generated content reflects appropriate developmental context
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Identify missing contextual factors where relevant
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Support psychologically informed model behaviour
Cultural Appropriateness
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Evaluate developmental content across diverse cultural backgrounds
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Identify culturally inappropriate assumptions or generalisations
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Consider how language and cultural context may affect developmental interpretation
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Support development of more context-sensitive evaluation standards
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Provide nuanced feedback on culturally varied child-development scenarios
Guideline Development
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Create or refine guidelines for AI systems addressing developmental topics
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Define appropriate standards for psychological accuracy
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Support guidelines covering linguistic, cognitive, and psychosocial dimensions
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Translate research knowledge into practical evaluation criteria
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Help improve consistency across AI interactions involving child development
Research & Scientific Review
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Apply academic and research expertise to project tasks
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Evaluate evidence underlying developmental claims
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Distinguish established findings from unsupported conclusions
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Incorporate relevant developmental-psychology concepts into evaluations
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Support scientifically rigorous AI-training materials
Technical Documentation & Collaboration
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Document findings and recommendations clearly
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Produce detailed written explanations of psychological reasoning
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Collaborate remotely with interdisciplinary project teams
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Incorporate feedback into revised evaluations or guidelines
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Communicate complex developmental concepts in precise professional language
Ideal Profile
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PhD in Developmental Psychology, Child Development, or a closely related field
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Strong academic or research background in child development
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Deep understanding of developmental psychology
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Expertise in cognitive, linguistic, social, or psychosocial development
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Experience evaluating research or psychological data
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Strong analytical and critical-thinking ability
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Excellent written communication skills
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Ability to explain complex psychological concepts clearly
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Comfortable reviewing and annotating structured datasets
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Research or academic experience may be sufficient; direct clinical experience is not required
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Experience with technology-driven, digital, or AI-related projects involving child development is highly desirable
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Comfortable working independently in a remote environment
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Experience collaborating with distributed interdisciplinary teams is beneficial
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No prior AI-training or model-evaluation experience is required
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Proficiency in one or more of the following languages is particularly valued: Japanese, French, Tagalog, Malay, Lithuanian, Russian, Georgian, Polish, Marathi, Bengali, Urdu, Vietnamese, Swahili, Mandarin, Cantonese, Indonesian, Turkish, Gujarati, or Bulgarian
Engagement Details
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Independent contractor engagement
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Fully remote
- Compensation: $100–$200/hour
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Work will involve developmental psychology, child development, dataset annotation, psychological-content evaluation, scenario design, guideline development, and AI-generated content review
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Strong research or academic expertise in child development is central to this engagement
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Direct clinical experience is not required
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Assignments may involve linguistic, cognitive, behavioural, social, cultural, and psychosocial aspects of child development
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Multilingual expertise is particularly relevant to certain project needs
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Project scope, developmental topics, languages, and evaluation standards may evolve depending on project requirements
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Work must be completed without using confidential, proprietary, personally identifiable, patient-identifiable, research-participant-identifiable, or otherwise restricted information belonging to any employer, client, healthcare organisation, university, research institution, child, family, or other third party
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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