About Centific
Centific is a frontier AI data foundry that curates diverse, high-quality data, using our purpose-built technology platforms to empower the Magnificent Seven and our enterprise clients with safe, scalable AI deployment. Our team includes more than 150 PhDs and data scientists, along with more than 4,000 AI practitioners and engineers. We harness the power of an integrated solution ecosystem—comprising industry-leading partnerships and 1.8 million vertical domain experts in more than 230 markets—to create contextual, multilingual, pre-trained datasets; fine-tuned, industry-specific LLMs; and RAG pipelines supported by vector databases. Our zero-distance innovation™ solutions for GenAI can reduce GenAI costs by up to 80% and bring solutions to market 50% faster.
Our mission is to bridge the gap between AI creators and industry leaders by bringing best practices in GenAI to unicorn innovators and enterprise customers. We aim to help these organizations unlock significant business value by deploying GenAI at scale, helping to ensure they stay at the forefront of technological advancement and maintain a competitive edge in their respective markets.
About Job
Overview:
We are seeking a highly analytical and detail-oriented Healthcare Prompt Engineer to design, evaluate, and optimize clinical prompt frameworks that power high-quality, specialty-appropriate AI-generated clinical documentation.
This role bridges clinical workflows, LLM prompt engineering, and experimentation frameworks to ensure scalable, reliable, and release-ready prompt configurations across multiple specialties.
Roles and Responsibilities:
- Design and optimize clinical prompt templates to generate consistent, specialty-appropriate clinical documentation from transcripts.
- Conduct structured prompt experiments (e.g., A/B testing, targeted worksets) to evaluate performance, identify failure modes, and implement systematic improvements.
- Translate experimental findings into production-ready prompt configurations with measurable quality gains.
- Operationalize prompt updates using Git and Azure DevOps (ADO): manage work items, track bugs, participate in pull request workflows, and maintain version-controlled prompt artifacts.
- Develop and maintain Python/Linux research scripts to run batch evaluations, in-lab experiments, and data processing pipelines supporting prompt development.
- Incorporate feedback from customers and cross-functional stakeholders into structured rollout plans spanning multiple clinical specialties.
- Define monitoring strategies and evaluation criteria to ensure safe, accurate, and scalable deployment of prompt updates.
Qualifications:
- Proven experience developing and refining LLM prompts, including instruction design, templating, few-shot patterns, and iterative optimization, ideally in semi-structured clinical text generation environments.
- Strong proficiency in Python and Linux for building experimentation scripts and evaluation pipelines.
- Experience with version control systems (Git/GitHub) and engineering workflows, including Azure DevOps (ADO) for work tracking and release coordination.
- Strong analytical and problem-solving skills, with the ability to define evaluation metrics, review outputs systematically, and prioritize fixes based on impact and risk.
- Familiarity with clinical documentation workflows and healthcare data environments.
- Excellent communication skills with demonstrated cross-functional collaboration ability.
- Fluency in English and French.
Centific is an equal-opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, ancestry, citizenship status, age, mental or physical disability, medical condition, sex (including pregnancy), gender identity or expression, sexual orientation, marital status, familial status, veteran status, or any other characteristic protected by applicable law. We consider qualified applicants regardless of criminal histories, consistent with legal requirements.
