Level II - AI Engineer
HCA Healthcare · Hyderabad · onsite · Posted 30d ago
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About this role
Position Summary
We are seeking a AI Engineer who is passionate about building production-ready AI applications using Generative AI, Agentic AI, and modern software engineering practices. This role is focused on designing, developing, and deploying AI solutions that solve meaningful business and clinical problems.
The ideal candidate has hands-on experience building and delivering production AI solutions for enterprise users and enjoys translating business requirements into scalable, reliable AI applications. They bring strong software engineering fundamentals, applied AI expertise, and a collaborative mindset to deliver solutions from concept through production.
Major Responsibilities
- Design, build, and maintain production-grade Generative AI, Agentic AI, and machine learning applications.
- Develop evaluation and testing approaches to measure model performance, identify regressions, and improve solution quality.
- Apply LLMs, multimodal models, retrieval-augmented generation (RAG), structured extraction, and tool calling to solve real-world healthcare workflows.
- Partner with Engineering, Product, Data, and Operations teams to integrate AI capabilities into HCA's systems.
- Improve the reliability, observability, guardrails, and monitoring of production AI applications.
- Stay current with advancements in AI technologies and apply them pragmatically to deliver business value.
Education Experience
- Bachelor's degree - Required
- Master's degree - Preferred
- 1-3 years of software engineering, applied AI, machine learning, or related technical experience, including at least 1 year of recent experience designing and delivering production-grade Generative AI solutions. - Required
Or equivalent combination of education and/or experience
Licenses, Certifications, Training
- No licenses, certifications, or training specified in the source job description. (Not Specified)
Knowledge, Skills, Abilities, Behaviors
- Hands-on experience with modern AI systems, including LLMs, retrieval-augmented generation (RAG), agents, structured extraction, classification, or workflow automation.
- Proficiency in Python, with experience building cloud-native applications on AWS or GCP and working with relational and/or NoSQL databases.
- Practical experience with prompt engineering, tool calling, retrieval, model selection, context management, and AI application debugging.
- Strong software engineering fundamentals, including system design, testing, scalability, and maintainability.
- Hands-on experience building retrieval-augmented AI applications using vector databases, embeddings, and semantic search.
Disclaimer: This job posting has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying.
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About HCA Healthcare

HCA Healthcare
Healthcare
4.0k+
employees
Nashville, TN
USA
₹17.9L PA avg
Avg at HCA Healthcare
About
HCA Healthcare - India is an integral innovation and operational hub in support of HCA Healthcare and our mission: Above all else, we are committed to the care and improvement of human life. HCA Healthcare is a company focused on creating healthier tomorrows through the delivery of patient-centered care across approximately 190 hospitals and 2,400 sites of care in the United States and United Kingdom.
Every day, our colleagues around the world go to work with a collective focus: our patients. This focus positively impacts the care experience at the bedside and beyond. HCA Healthcare - India serves as a vital hub for operations and supports HCA Healthcares work to enhance healthcare delivery through technology and innovation.
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