Remote Data & AI Engineer II — Clinical Analytics

CareDx, Inc.; United States; Remote; USD 133,000 - 166,000; Full time

Benefits offered by this job

Health benefits

401(k) match

Employee stock purchase plan

Pre-tax commuter benefits

Gym reimbursement

Job summary

CareDx, Inc. is a leading precision medicine solutions provider for transplant patients. The Data & AI Engineer II will build analytical apps, data pipelines, and AI-powered features, translating R analyses into maintainable Python and delivering tools for internal and external users.

You will collaborate with data scientists, clinicians, engineers, and product stakeholders to productionize workflows, ensure security, and enable data-driven decisions across the organization.

Qualifications

• Bachelor’s or master’s degree in Computer Science, Data Science, Engineering, Biostatistics, or related field, or equivalent practical experience.
• 2+ years in data engineering, backend engineering, full-stack development, analytics engineering, or related role.
• Strong proficiency in Python for data analysis and software development.
• Experience with statistical analysis, data science, or machine learning workflows.
• Experience turning prototype/ research code into maintainable software.
• Experience building analytical apps with Streamlit, Plotly, Dash, or similar.
• Experience building backend services or web apps with Django, FastAPI, Flask, or similar.

Responsibilities

• Develop and maintain analytical applications using Python, Streamlit, Plotly, Dash, and Django.
• Own implementation, testing, deployment, and maintenance of features and data workflows.
• Productionize statistical models and ML workflows created by data scientists.
• Translate R-based workflows into maintainable Python code.
• Build and maintain data pipelines for clinical data processing, analysis, visualization, reporting.
• Create interactive apps for data exploration, visualization, and decision support.
• Integrate apps with databases, APIs, documents, and other data sources.
• Contribute to AI-powered features using structured extraction and multi‑step workflows.
• Implement validation, grounding, logging, and human review for AI outputs.
• Collaborate with scientists, clinicians, and engineers to translate requirements into technical solutions.
• Participate in design discussions and document decisions and tradeoffs.
• Write reliable, readable, testable code following engineering patterns.
• Participate in code reviews and improve implementation quality.
• Monitor and improve performance across data, model, AI, and app layers.
• Follow HIPAA-aligned security and privacy practices.

Skills

Python

Data engineering

SQL

Git

CI/CD

Streamlit

Dash

Django

FastAPI

Flask

Education

Bachelor’s or Master’s in CS/Data Science/Engineering

Tools

Pandas

NumPy

scikit-learn

Docker

Git

Job description

CareDx, Inc. is a leading precision medicine solutions provider for transplant patients. The Data & AI Engineer II will build analytical apps, data pipelines, and AI-powered features, translating R analyses into maintainable Python and delivering tools for internal and external users.

You will collaborate with data scientists, clinicians, engineers, and product stakeholders to productionize workflows, ensure security, and enable data-driven decisions across the organization.