About Micro1: Job DescriptionRole Title: Financial Crime & AML Compliance ExpertRole Type: ContractorLocation: Remotemicro1 is engaging Financial Crime & AML Compliance Experts to contribute to a customer's project focused on the design and optimization of advanced financial-crime detection frameworks. 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 WorkDesign and document a comprehensive library of fraud, scam, money laundering, and abuse scenarios for financial platforms.Identify and define social-engineering red flags and typologies relevant to modern financial crime, including phishing, synthetic identity fraud, and marketplace abuse.Create escalation grading scales and frameworks to assess severity and risk of various financial crime events.Develop benchmark criteria and detection frameworks to evaluate AI model capability to recognize realistic fraud patterns and suspicious activity.Review and enhance written guidance, workflows, and best practices for financial crime and AML compliance operations.Provide detailed feedback on project deliverables, ensuring domain accuracy and practical relevance.Collaborate with cross-functional teams to translate your insights into actionable detection and prevention strategies.Preferred Qualifications5+ years of recent, hands-on experience in fraud investigations, AML compliance, payments risk management, or related financial crime domains.Expertise in detecting and analyzing scams, phishing, money laundering, synthetic identity fraud, and marketplace abuse in fintech, banking, crypto, or digital payment environments.High credibility in financial crime prevention, supported by a track record of operational excellence and thought leadership.Advanced degree, professional certification (such as CAMS, CFE, CFCS), or equivalent operational credentials in financial crime, AML/CTF, or compliance.Exceptional written and verbal communication skills, able to articulate complex scenarios and frameworks clearly for both technical and non-technical audiences.Experience building training materials, scenario libraries, or detection rulebooks is a strong plus.Curiosity and analytical rigor to assess evolving financial crime typologies and adapt controls accordingly.
Aml
Fraud
Marketplace abuse
+4 more
About Micro1: Job DescriptionRole Title: Biosecurity & Synthetic Biology ExpertRole Type: ContractorLocation: Remotemicro1 is engaging Biosecurity & Synthetic Biology Experts to contribute advanced domain expertise to a critical customer's project involving biosecurity evaluation frameworks. 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 a comprehensive taxonomy for biological misuse scenarios, incorporating current and emergent threats.Design safe and realistic evaluation scenarios to test biosafety measures and dual-use risk protocols.Establish robust severity ratings for biological risks, supporting nuanced threat modeling and mitigation strategies.Conduct rigorous false-negative reviews of draft benchmarks to ensure both protective and pragmatic outcomes.Advise on lab safety protocols, pathogen containment strategies, and dual-use governance best practices.Contribute written and verbal insights to documentation, scenario development, and cross-functional communication.Collaborate with multidisciplinary teams to contextualize biological misuse risks for public-health impact modeling.Preferred Qualifications5+ years of experience in biosecurity, biorisk management, synthetic biology, or a related field; 8–20 years preferred for senior contributors.Advanced degree, professional certification, or equivalent operational experience in biosecurity, synthetic biology, or public health.Deep familiarity with laboratory safety protocols, dual-use research governance, and biological threat modeling.Hands-on experience as a biorisk officer, synthetic biology researcher, public-health biodefense specialist, government biosecurity advisor, or lab director.Demonstrated ability to develop and review threat scenarios and risk taxonomies with high domain credibility.Exceptional written and verbal communication skills, with a commitment to precise and actionable input.Experience engaging with multidisciplinary and cross-sectoral teams in research, policy, or safety-critical environments.
Biosecurity
Lab safety
Biological misuse
About Micro1: Job DescriptionRole Title: Mental-Health Crisis Prevention ExpertRole Type: ContractorLocation: Remotemicro1 is engaging Mental-Health Crisis Prevention Experts to contribute to a customer-focused project centering on mental-health safety and crisis prevention frameworks. 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 engagement is ideal for contributors passionate about advancing safe digital mental-health practices and creating resources that support individuals at risk.Scope of WorkDevelop and refine structured taxonomies related to self-harm, eating disorders, emotional dependency, and suicide prevention.Design comprehensive frameworks for detecting potentially harmful advice or crisis signals within digital environments.Create and validate rubrics for clinical response standards that prioritize mental-health safety and crisis intervention protocols.Establish benchmark guidelines to evaluate risk, support vulnerable individuals, and minimize harm across digital platforms.Contribute expert insight to the development of mental-health safety evaluation tools, focusing on adolescent and adult populations.Review, annotate, and classify real-world scenarios for AI training, ensuring high accuracy and ethical alignment.Collaborate with a multidisciplinary expert community to ensure all deliverables meet the highest standards of clinical credibility and care.Preferred QualificationsLicensed clinician (therapist, psychiatrist, or psychologist) with significant crisis-care and clinical safety experience.5+ years of direct practice within mental-health crisis response, adolescent mental-health, or related care settings; 8–20 years preferred for advanced assignments.Demonstrable expertise in self-harm prevention, suicide prevention, eating disorders, or emergency mental-health support.Strong written and verbal communication skills; experience creating clinical documentation, guidelines, or evaluation frameworks.Advanced degree, professional certification, or equivalent proven operational experience in psychology, psychiatry, or similar domains.Experience with clinical risk assessment, digital mental-health platforms, or relevant research is a plus.Commitment to upholding ethical standards, privacy protections, and evidence-based practice in all project contributions.
Psychology
Mental-health
Crisis response
+2 more
About Micro1: Job DescriptionRole Title: AI Jailbreak & Prompt-Injection Security ExpertRole Type: ContractorLocation: Remotemicro1 is engaging AI Jailbreak & Prompt-Injection Security Experts to contribute to a cutting-edge customer initiative focused on AI safety and robustness. 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 WorkDesign and implement advanced methodologies for evaluating AI system safety, focusing on ethical jailbreaks, LLM red teaming, prompt injection, and tool-use abuse scenarios.Create comprehensive cross-domain elicitation strategies to uncover multi-turn and complex adversarial bypass patterns in AI models.Develop, maintain, and update regression test suites that systematically test for jailbreak susceptibility and prompt-injection vulnerabilities.Construct robust evaluation frameworks that stress-test AI models against real-world adversarial threats, aiming to enhance overall system robustness.Collaborate with technical stakeholders to translate security findings into actionable improvements for model safety and risk mitigation.Document methodologies, findings, and best practices in clear, well-structured written reports and presentations for both technical and non-technical audiences.Preferred Qualifications2+ years of expertise in adversarial machine learning, LLM red teaming, AI safety evaluation, or a closely related security domainProven experience researching, testing, or uncovering vulnerabilities related to ethical jailbreaks, prompt injection, tool-use abuse, or adversarial AI attacks.Advanced degree (PhD, MS) in computer science, cybersecurity, machine learning, or a relevant discipline, or equivalent operational/professional background.High credibility and recognition within the AI security or adversarial ML community—such as published research, open-source tools, or conference presentations.Exceptional written and verbal communication skills, with a strong focus on clear documentation and collaborative problem-solving.Prior participation in multi-disciplinary projects or cross-functional AI safety initiatives is a plus.Familiarity with current LLM architectures, prompt engineering techniques, and security assessment tools is highly desirable.
Ethical jailbreaks
Llm red teaming
Prompt injection
+1 more
About Micro1: Job DescriptionRole Title: Physics Professor/Researcher (PhD)Role Type: ContractorLocation: Remotemicro1 is engaging Physics Professors and Researchers (PhD) to support a customer's innovative project at the intersection of physics, research, and education. 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 review physics problems, solutions, and explanatory content across a broad range of sub-disciplines.Analyze and evaluate model outputs for scientific validity, clarity, and educational value.Contribute high-level feedback on complex research topics and theoretical concepts.Assess and refine AI-generated explanations for accuracy and pedagogical effectiveness.Collaborate remotely with project leads and fellow experts to standardize best practices in content review.Produce clear, concise written feedback and participate in asynchronous discussions regarding project advancements.Leverage your teaching and research experience to ensure authenticity and rigor in all deliverables.Preferred QualificationsPhD in Physics (or currently pursuing a PhD in Physics with advanced research and teaching experience).Demonstrated expertise in both theoretical and applied physics domains.Strong track record of teaching, curriculum development, or mentoring in academic settings.Experience publishing and critically reviewing scientific research.Exceptional written and verbal communication abilities, with a keen eye for detail and clarity.Prior involvement with interdisciplinary projects or educational technology initiatives is a plus.Comfort working independently and collaboratively in a remote, asynchronous environment.
Physics
Research
Teaching
+1 more