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About Micro1: Job DescriptionRole Title: Child & Online Safety ExpertRole Type: ContractorLocation: Remotemicro1 is engaging Child & Online Safety Experts to contribute to a high-impact customer project focused on online safety and mental-health support for young people. 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 centers on developing a robust mental-health safety evaluation framework for vulnerable youth online, leveraging your deep knowledge of crisis-care and digital risk assessment.Scope of WorkDevelop comprehensive taxonomies related to self-harm, suicide prevention, eating disorders, and emotional dependency in digital contexts.Establish best-practice standards for digital support and clinical safety regarding youth and adolescent mental health.Create detection frameworks to identify, flag, and evaluate potentially harmful online content and advice related to mental-health crises for minors.Design and refine clinical response rubrics and escalation protocols for at-risk individuals in digital environments.Collaborate with project leads to ensure that all evaluation benchmarks and guidelines are grounded in current research and clinical best practices.Offer insights on CSAM-adjacent policy and online exploitation dynamics, enhancing digital child safety protocols.Deliver clear, actionable written and verbal feedback that shapes the ongoing development of AI safety tools and frameworks.Preferred QualificationsLicensed therapist, psychiatrist, clinician, or mental-health professional with direct crisis-care experience.5+ years of focused work in adolescent mental health, suicide prevention, eating-disorder intervention, or related fields; 8–20 years welcomed for senior contributors.Demonstrated expertise in clinical risk assessment and intervention in digital or online settings.Advanced degree, specialized certification, or equivalent operational experience in mental-health or child safety domains.Experience evaluating or implementing CSAM-adjacent policies, or working within child online exploitation prevention initiatives.Strong written and verbal communication skills, with the ability to distill complex information for diverse audiences.High credibility and a recognized track record of impact in clinical, crisis-response, or safety evaluation communities.

About Micro1: Job DescriptionRole Title: Nuclear & Radiological Security ExpertRole Type: ContractorLocation: Remotemicro1 is engaging Nuclear & Radiological Security Experts to support a customer’s initiative focused on defining standards for nuclear-safety evaluations, information abstraction, and escalation protocols. 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 WorkDefine evaluation scope and standards for nuclear and radiological safety, nonproliferation, and security.Develop frameworks for safe abstraction of sensitive or classified information in technical contexts.Establish robust escalation thresholds and protocols for handling nuclear security risks in research and operational scenarios.Contribute expert guidance on benchmarking nuclear and radiological risk assessments, ensuring effective nonproliferation safeguards.Review, refine, and validate technical guidelines for nuclear/radiological safety in support of advanced-model training.Collaborate with multidisciplinary stakeholders to ensure safety standards protect national and global security interests while enabling legitimate scientific progress.Document best practices and decision rationales for information security and compliance in nuclear domains.Preferred Qualifications5+ years of relevant experience in nuclear physics, radiological safety, nonproliferation, or nuclear safeguards (ideally 8–20 years for senior contributors).Advanced degree, professional certification, or equivalent operational experience in nuclear or radiological domains.Proven background with government agencies, national laboratories, regulatory bodies, or academic research in nuclear security or policy.Thorough understanding of nonproliferation frameworks, international safeguards, and weapons-relevant controls.High credibility and recognition in nuclear or radiological safety communities.Exceptional written and verbal communication skills, with the ability to translate complex technical topics for diverse audiences.Experience contributing to or overseeing security evaluations, compliance protocols, or risk assessments within sensitive technical environments.

About Micro1: Job DescriptionRole Title: Red Team Lead (Offensive Cybersecurity)Role Type: ContractorLocation: Remotemicro1 is engaging Red Team Leads (Offensive Cybersecurity) to contribute expertise to a customer's critical cybersecurity 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 comprehensive taxonomies for cyber-capability tasks and attack stages relevant to modern threat landscapes.Design and validate evaluation frameworks for offensive security, focusing on real-world scenarios involving exploit chains, malware, cloud/appsec, and social engineering.Create safe and effective proxy tasks to simulate advanced attack vectors while maintaining strict boundaries and ethical controls.Formulate robust scoring rubrics to assess attack sophistication, coverage, and impact across diverse domains.Review, critique, and enhance benchmarks for red team operations to ensure alignment with evolving security risks and best practices.Produce clear, well-documented methodologies and technical write-ups, communicating complex security concepts to both technical and non-technical audiences.Collaborate asynchronously with project stakeholders to iterate on frameworks and incorporate feedback into deliverables.Preferred Qualifications5+ years of hands-on experience in offensive cybersecurity, red teaming, exploit development, or vulnerability research (8–20 years preferred for senior contributors).Track record as a principal security engineer, exploit developer, cloud red-team lead, malware reverse-engineer, or security researcher specializing in attack chains or social engineering.Deep expertise in cyber attack methodologies, exploit chains, and cloud/application security assessments.Strong background in malware analysis, reverse engineering, and/or social engineering tactics and defenses.Demonstrated ability to produce clear, actionable written and verbal communication for a variety of audiences.Advanced degree, relevant professional security certifications, or equivalent operational experience highly valued.Experience building benchmarking or evaluation frameworks in cybersecurity is a plus.

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.

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.