Medical Specialist
Job Description
Role Title: Medical Expert
Role Type: Contractor
Location: Remote
micro1 is engaging Medical Experts to contribute their knowledge and experience to a customer’s AI training 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 Work
Provide original, expert-authored medical documents you have personally produced (e.g., PDFs or Word documents) for use in AI training.
Submit materials that demonstrate depth and authenticity in medical writing, including but not limited to case reports, clinical documentation, research manuscripts, and internal training guides.
Ensure documents are rich in multimodal content, featuring a blend of text, tables, charts, diagrams, figures, or other illustrative elements.
Apply professional judgment to maintain confidentiality and rigorously de-identify any sensitive or personal information within submitted materials.
Curate a range of document lengths, ideally between 10 and 100 pages per file, to support diverse training scenarios.
Communicate thoughtfully and clearly, providing written context or clarification if needed regarding the materials shared.
Collaborate remotely with the micro1 platform as a valued contributor to this innovative project.
Preferred Qualifications
Advanced training or credentials in medicine, healthcare, clinical research, or a closely related discipline (MD, DO, PhD, RN, etc.).
Extensive experience in creating, authoring, or compiling high-quality medical documentation and technical reports.
Strong understanding of patient confidentiality, ethical documentation practices, and data de-identification.
Proven ability to convey complex medical information clearly through both written and verbal communication.
Demonstrated experience with multimodal documentation, integrating figures, visuals, and structured data.
Comfort with submitting a variety of original documents from your own professional portfolio, in PDF or Word format.
Experience as a medical practitioner, researcher, academic, or clinical documentation specialist considered a plus.
About Micro1
Micro1 is building the essential infrastructure for the next generation of artificial intelligence, moving beyond the limitations of static datasets to create a dynamic ecosystem where models truly learn to think and act. At its core, the company understands that the path to frontier intelligence isn't paved with synthetic data alone; it requires the nuance, judgment, and contextual awareness that only expert human guidance can provide. By positioning itself at the intersection of human expertise and advanced reinforcement learning, Micro1 is tackling the hardest problem in AI today: teaching models not just to answer questions, but to reason through complexity and take meaningful actions in unpredictable, real-world environments.
This mission comes to life through Realm, Micro1's flagship training environment. Realm functions as a high-fidelity simulation ground where AI agents are immersed in scenarios that closely mirror the messiness of actual human workflows. Rather than relying on abstract benchmarks, Realm forces models to engage in agentic actions, multi-step decisions, digital navigation, coding, and problem-solving that require genuine comprehension. It is within these realistic sandboxes that world-class human data is generated, creating a continuous feedback loop where expert annotators observe, correct, and guide model behavior. This process does more than just fine-tune outputs; it fundamentally elevates a model's underlying reasoning architecture, ensuring that the intelligence developed in training holds up when deployed into the wild.
But training is only half the equation. Micro1 recognizes that the true test of an AI system lies in its production performance, which is where Cortex enters the picture. Cortex is a contextual evaluation platform designed to move beyond superficial accuracy metrics and provide a granular, real-time view of how agents behave in live settings. It doesn't just flag errors; it surfaces the underlying context behind failures, revealing why an agent struggled with a particular user intent or environmental variable. This insight is invaluable for engineering teams, as it transforms evaluation from a passive checkpoint into an active improvement tool. With Cortex, companies can catch degradation early, understand the nuances of edge cases, and feed those learnings directly back into Realm for retraining, creating a virtuous cycle of continuous advancement.
Ultimately, Micro1 is not merely a data lab or an evaluation tool it is a comprehensive intelligence engine that connects the entire lifecycle of model development. From the expert human feedback that sharpens raw capability, to the realistic RL environments that forge robust agentic behavior, to the contextual oversight that ensures reliability in production, Micro1 provides the integrated foundation that AI labs and enterprises desperately need. As the industry races toward truly autonomous systems, Micro1 stands as the critical bridge between laboratory breakthroughs and dependable, real-world impact, ensuring that frontier models do not just perform well on paper, but deliver genuine value in the complex, dynamic world they are meant to serve.