AI-Driven ML Engineer for Care Experience

Bask Health; New York (NY); On-site; USD 120,000 - 170,000; Full time

Job summary

Bask Health is hiring an Applied ML Engineer, Care Experience to build AI-powered features that improve how patients receive support and navigate care-related experiences on Bask Health's platform.

You will work on large language models, predictive modeling, backend development, and workflow automation to deliver reliable, scalable care workflows while ensuring privacy, permissions, and human oversight.

Qualifications

• 3+ years of professional experience in machine learning engineering, software engineering, applied AI, or a closely related technical field.
• Experience developing and deploying production software or machine learning applications.
• Strong programming skills in Python, TypeScript, or comparable languages.
• Familiarity with machine learning models and practical model evaluation techniques.
• Experience building AI-powered applications or integrating machine learning capabilities into software products.
• Understanding of large language models and modern generative AI development patterns.
• Experience developing backend services and application APIs.
• Familiarity with model APIs, structured outputs, and application integrations.
• Experience working with relational databases and structured application data.
• Understanding of classification, prediction, or other applied machine learning methods.
• Familiarity with data processing and feature preparation workflows.
• Experience writing automated tests for production software.

Responsibilities

• Build and maintain machine learning and AI-powered capabilities that support ongoing patient care experiences.
• Develop intelligent systems for approved patient support and care coordination workflows.
• Implement machine learning models that classify and organize patient-related administrative requests.
• Build AI-assisted tools that help authorized teams understand and manage incoming communications.
• Develop routing and prioritization systems for operational tasks and support requests.
• Implement intelligent workflow assistance for follow-ups, status updates, and administrative coordination.
• Build backend services and APIs that connect ML capabilities to existing platform applications.
• Integrate large language models into approved care-related operational workflows.
• Develop structured output pipelines that convert model responses into validated application data.

Skills

Python

TypeScript

Backend APIs

ML/AI engineering

Model evaluation

Git

Cloud deployment

Tools

Cursor

Claude Code

Job description

Bask Health is hiring an Applied ML Engineer, Care Experience to build AI-powered features that improve how patients receive support and navigate care-related experiences on Bask Health's platform.

You will work on large language models, predictive modeling, backend development, and workflow automation to deliver reliable, scalable care workflows while ensuring privacy, permissions, and human oversight.