Jobs

Medoline is being built by a super small team of experts in their respective fields. If you want to join the Medoline team, check out the options below.

This is not a job.
This is a mission for people who want to redefine human healthcare permanently and be part of a civilization-scale mission.

We seek individuals who are:

  • logically sharp and intellectually aggressive

  • obsessed with structured medical reasoning

  • capable of thinking in systems

  • calm under complexity and uncertainty

  • motivated by impact, not titles

If you believe medicine should scale beyond its current limits, you belong here.

If no listed position matches your background but you believe your expertise could strengthen Medoline, you are encouraged to apply. Exceptional talent need not permission to introduce themselves.

How to apply: visit jobs@medoline and fill in the required info. If your application is accepted, you will be contacted with a series of test tasks.

Probabilistic Systems Architect (current priority)

Responsibilities: assist with designing the mathematical backbone for symptom-to-condition inference. Build probabilistic structures, Bayesian priors, and decision graphs that guide diagnostic triage. Formalize uncertainty, confidence thresholds, and optimum next-question calculation for narrowing outcomes.

Preferred qualifications:

  • background in applied mathematics, Bayesian statistics, clinical decision modeling, or graph-based inference systems.

  • experience building probabilistic frameworks using structured variables (symptoms, risk factors, demographics).

  • familiarity with medical diagnostic logic is a strong advantage, but not mandatory if able to learn rapidly.

Ideal background profiles:

  • computational epidemiologist

  • biomedical data scientist

  • clinical decision modeling researcher

  • healthcare algorithm designer

  • knowledge graph / inference engine engineer

  • applied statistician with medical experience

  • ML researcher experienced in diagnosis models

  • someone who worked on triage/diagnostic software previously

Medical Data Modeler

Responsibilities: build and maintain the structured medical knowledge base. Define symptom ontologies, question mappings, severity scales, and rule frameworks. Ensure logical consistency, version control, and scalability of the system as coverage expands.

Preferred qualifications:

  • background in biomedical informatics, clinical research, or healthcare data modeling.

  • skilled in structuring knowledge into relational schemas or ontologies.

  • comfortable translating medical concepts into formalized decision logic.

Backend Systems Engineer

Responsibilities: develop the backend reasoning engine, rule evaluation system, and triage workflow logic. Implement APIs, session management, and data persistence. Focus on reliability, safety, and a system design that scales into full diagnostic capability.

Preferred qualifications:

  • experience with distributed systems or rule-based engines.

  • strong knowledge of Python/TypeScript, databases, and API development.

  • interest in medical logic systems, knowledge graphs, or inference architectures.

Please submit your applications for this position by Friday, March 20, 2026 at 18:46 Dubai time. Submissions after the deadline may not be evaluated in this cycle and could be carried over for future openings.

Translator

Responsibilities: translate medical terminology, symptom descriptions, triage instructions, and patient-facing content into other languages with clarity and accuracy. Maintain consistency across translations and ensure tone remains medically safe and easy to understand.

Preferred qualifications:

  • fluent in English and one or more target languages.

  • strong understanding of medical vocabulary or experience translating clinical material.

  • able to balance literal accuracy with natural, user-friendly phrasing.

Please submit your applications for this position for the languages of Mandarin Chinese, Spanish, Arabic, and Hindi by Friday, March 20, 2026 at 18:46 Dubai time. Submissions after the deadline may not be evaluated in this cycle and could be carried over for future openings.

Clinical Logic Team Member

Responsibilities: design medical reasoning structures for triage and diagnostic workflows. Translate clinical judgment into structured rules, symptom relationships, and red-flag logic. Review, validate, and refine medical decision frameworks as the knowledge base grows.

Preferred qualifications:

  • MD experienced in primary care, emergency medicine, or internal medicine.

  • strong clinical reasoning and ability to articulate decision pathways step-by-step.

  • comfortable working with structured data, clinical guidelines, and evidence-based patterns.