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About Micro1: Job DescriptionRole Title: Investment Banking AssociateRole Type: ContractorLocation: Remotemicro1 is engaging Investment Banking Associates to contribute specialized financial expertise to a forward-looking customer project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. This opportunity is ideal for professionals with deep experience in investment banking and equity research, especially those who actively utilize AI-powered platforms in their daily workflows. You'll play a key part in providing insights on how modern AI tools integrate into the investment banking research, modeling, and deal process.Scope of WorkDeliver real-world insights by sharing how AI tools are incorporated into financial modeling, research, and day-to-day deal analysis.Produce high-quality example workflows, analyses, or reports using AI platforms relevant to investment banking and equity research.Evaluate and provide feedback on the effectiveness and accuracy of AI-driven research and modeling outputs.Detail your approach to leveraging AI in streamlining data collection, financial modeling, or valuation work.Describe the practical impacts and limitations of AI tools within your project work or across deal cycles.Participate in collaborative assignments to compare traditional methods with AI-enhanced approaches, highlighting efficiencies and challenges.Communicate findings clearly through both written and verbal channels to support AI training and optimization.Preferred QualificationsSubstantial background in investment banking, equity research, corporate finance, asset management, or closely related financial analysis and deal-oriented disciplines.Hands-on, day-to-day experience as an Associate, VP, or Analyst actively involved in research, modeling, and transaction processes.Direct experience using one or more AI platforms for financial professionals (e.g., Rogo, Hebbia, Model ML, Claude for Financial Services, or similar).Strong written and verbal communication skills, with a demonstrated ability to articulate technical and analytical concepts to varied audiences.Ability to outline and contextualize the adoption and integration of AI tools within a team or across project workflows.Experience in delivering actionable insights and constructive feedback to optimize tools and processes.Familiarity with evolving trends in financial technology and a passion for advancing industry best practices through innovation.

About Micro1: Job DescriptionRole Title: Bilingual Russian Psychologist (PhD)Role Type: ContractorLocation: Remotemicro1 is engaging Bilingual Russian Psychologist (PhD)s to contribute expertise to an innovative customer project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters.Scope of WorkAnalyze and assess psychological case studies and documentation, providing nuanced feedback and insights based on professional experience.Develop culturally sensitive psychological scenarios and materials in both Russian and English for data enrichment and model training purposes.Evaluate AI-generated content for accuracy, ethical considerations, and alignment with psychological best practices.Collaborate with interdisciplinary teams to share perspectives and ensure holistic, effective solutions for diverse user needs.Document evaluation processes and findings clearly and systematically, supporting transparency and reproducibility.Apply bilingual communication to interpret and refine psychological assessments, ensuring fidelity across languages and cultural contexts.Preferred QualificationsPhD in Psychology with demonstrated experience in both clinical and academic settings.Native or near-native fluency in Russian and English, with proven ability to navigate complex psychological terminology in both languages.Strong analytical and critical thinking skills with a track record of ethical decision-making.Experience developing or evaluating case studies and psychological assessments.Exceptional written and verbal communication skills, especially in translating nuanced psychological concepts between Russian and English.Familiarity with digital tools for remote collaboration and effective documentation.Demonstrated cultural sensitivity and adaptability in multicultural environments.

About Micro1: Job DescriptionRole Title: Bilingual Russian PsychiatristRole Type: ContractorLocation: Remotemicro1 is engaging Bilingual Russian Psychiatrists to contribute to a customer-focused project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters.Scope of WorkDevelop and evaluate complex psychiatric case studies to inform AI model training with real-world, culturally nuanced scenarios.Conduct thorough psychological assessments and provide expert annotations reflecting Russian psychiatric practices and perspectives.Produce clear, precise documentation and written analyses in both Russian and English, ensuring cultural and clinical accuracy.Participate in interdisciplinary collaboration, sharing insights with AI project teams to enhance model understanding of psychiatric concepts.Apply ethical decision-making in the review and critique of sensitive case content, maintaining patient confidentiality and best practices.Contribute to the creation of bilingual communication frameworks for accurate psychiatric information exchange.Offer expert feedback on the analytical evaluation methods used by AI systems in mental health contexts.Preferred QualificationsMedical degree (MD, MBBS, or equivalent) with completed psychiatry residency and a valid medical licenseNative fluency in Russian and advanced proficiency in English, with demonstrated ability in both written and verbal communication.Extensive experience in psychiatric assessment, treatment planning, and case documentation within Russian clinical settings.Proven capability to apply cultural sensitivity and ethical reasoning to complex mental health scenarios.Strong background in developing teaching materials or case studies for educational or research purposes.Experience collaborating on interdisciplinary projects, ideally involving technology, research, or digital health.Familiarity with both Western and Russian psychiatric frameworks, with a commitment to high standards of professional integrity.

About Micro1: Job DescriptionRole Title: Bilingual Vietnamese Psychologist (PhD)Role Type: ContractorLocation: Remotemicro1 is engaging Bilingual Vietnamese Psychologist (PhD)s to contribute expertise to an innovative customer project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters.Scope of WorkAnalyze and assess psychological case studies and documentation, providing nuanced feedback and insights based on professional experience.Develop culturally sensitive psychological scenarios and materials in both Vietnamese and English for data enrichment and model training purposes.Evaluate AI-generated content for accuracy, ethical considerations, and alignment with psychological best practices.Collaborate with interdisciplinary teams to share perspectives and ensure holistic, effective solutions for diverse user needs.Document evaluation processes and findings clearly and systematically, supporting transparency and reproducibility.Apply bilingual communication to interpret and refine psychological assessments, ensuring fidelity across languages and cultural contexts.Preferred QualificationsPhD in Psychology with demonstrated experience in both clinical and academic settings.Native or near-native fluency in Vietnamese and English, with proven ability to navigate complex psychological terminology in both languages.Strong analytical and critical thinking skills with a track record of ethical decision-making.Experience developing or evaluating case studies and psychological assessments.Exceptional written and verbal communication skills, especially in translating nuanced psychological concepts between Vietnamese and English.Familiarity with digital tools for remote collaboration and effective documentation.Demonstrated cultural sensitivity and adaptability in multicultural environments.

About Micro1: Job DescriptionRole Title: CAD Design Expert (Instructor)Role Type: ContractorLocation: Remotemicro1 is engaging CAD Design Experts to contribute to a customer's project focused on sophisticated multi-part assemblies and parametric modeling. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters.Scope of WorkAnalyze and interpret product requirements to design robust, manufacturable multi-part assemblies using advanced parametric CAD tools.Demonstrate design intent and assembly reasoning by making critical decisions on architecture, component placement, and tolerance stack-ups.Document design rationales, best practices, and DFM (Design for Manufacturability) considerations to guide AI learning workflows.Create, annotate, and optimize 3D models and assemblies that exemplify expert-level CAD methodologies.Review and critique sample designs, providing detailed feedback on modeling strategies and design feasibility.Collaborate asynchronously with the project team, responding to queries and clarifying complex design decisions in clear written and verbal communication.Contribute educational insights or mentoring content based on your CAD expertise to improve project deliverables.Preferred Qualifications5+ years in professional CAD design, with responsibility for leading design decisions on complex assemblies, including architecture, mating strategies, tolerances, and DFM principles.Mastery of a major parametric CAD software package (SolidWorks, Creo, NX, CATIA, Inventor, Fusion, Onshape, Solid Edge); familiarity with FreeCAD is a plus.Strong capability to articulate design logic, trade-offs, and assembly intent both in documentation and through interactive discussions.Experience mentoring, teaching, or enabling others in CAD design, formally or informally.A recognized CAD credential (e.g., CSWE/CSWP, Autodesk Certified Instructor/Expert Elite, ASME GDTP, SOLIDWORKS Champion) is highly valued and may substitute for a formal experience bar.Demonstrated ability to collaborate effectively in remote and asynchronous professional contexts.Attention to detail and commitment to delivering insightful, high-quality contributions.