Solv Health is seeking to transform the healthcare industry by making it more accessible, transparent, and effortless through technology. The company aims to reimagine the patient experience by building AI/LLM applications that improve care delivery.
Requirements
- minimum of 2 years building production AI/LLM applications
- Deep understanding of AI/ML concepts, including foundation models, embeddings, vector search, prompt engineering, and RAG architectures, paired with solid computer science fundamentals
- Proven track record defining and rolling out evaluation/test frameworks and monitoring systems for large-scale machine learning or LLM services
- Expertise in cloud-native infrastructure (AWS), container orchestration (Kubernetes), and CI/CD tooling (e.g., GitHub Actions) complemented by strong web development skills in React/Typescript/Python.
- Stay abreast of the latest advancements in AI (new model releases, tools, research) and evaluate their potential benefit to our platform.
- Direct knowledge of clinical workflows, healthcare interoperability standards (FHIR, HL7), or prior work on healthcare AI products is a plus.
Responsibilities
- Build and launch new, AI-native products that are transforming Solv’s core platform - powering intelligent workflows, automation, and personalized experiences for both patients and providers
- Build systems for rigorous evaluation of model quality: establish metrics, automated test suites, and benchmarks for prompt performance
- Develop observability & monitoring frameworks for production models, integrating logging, alerting, drift detection, and performance dashboards
- Champion best practices in versioning, CI/CD, and artifact management for AI assets, partnering closely with security, compliance, and devops teams
- Collaborate closely with product managers and client-facing teams to align AI features with user needs
- Architect and build the core infrastructure powering our suite of AI/LLM applications
- Help define best practices around model evaluation, monitoring, testing, and deployment, ensuring our AI services run reliably at scale and deliver measurable value to patients and providers
Other
- 6+ years of software engineering experience
- Strong leadership & communication skills, with experience guiding technical strategy, driving alignment across stakeholders, and mentoring peers
- Help define our company’s AI strategy and roadmap by identifying new use cases and capabilities that keep our product at the cutting edge.
- Problem-solving attitude with a proactive approach to learning new technologies and innovating solutions to difficult problems
- Curiosity and a learner attitude
