OneOncology ยท 21 hours ago
AI Software Engineer
Nashville, TN
Full-time
Onsite
Mid Level
3+ years expOneOncology is positioning community oncologists to drive the future of cancer care through a patient-centric, physician-driven, and technology-powered model. We are seeking a highly motivated and skilled AI Software Engineer to design, develop, and deploy cutting-edge AI solutions, focusing on building agentic AI systems and implementing Retrieval Augmented Generation architectures.
Health CareOncology
Responsibilities
Design and implement intelligent agents capable of autonomous decision-making and task execution
Develop and integrate planning, reasoning, and memory modules within agentic systems
Evaluate and optimize agent performance in complex, dynamic environments
Architect and implement RAG pipelines to enhance large language model (LLM) performance by incorporating external knowledge
Develop efficient indexing and retrieval mechanisms for diverse data sources
Fine-tune LLMs for optimal performance within RAG frameworks
Train and fine-tune large language models and other deep learning models using Azure Machine Learning and Databricks
Develop and implement data preprocessing pipelines for model training
Optimize model performance through hyperparameter tuning and architecture adjustments
Evaluate and deploy models into production environments
Utilize Azure services (e.g., Azure Machine Learning, Azure Cognitive Services, Azure Databricks) for model development, training, and deployment
Develop and maintain scalable and efficient data pipelines within Databricks
Manage and optimize cloud resources for cost-effectiveness
Collaborate with data team, software engineers, and product managers to deliver end-to-end AI solutions
Communicate technical concepts and results effectively to both technical and non-technical audiences
Contribute to the development of best practices and standards for AI development
Continuously research and evaluate new AI techniques and technologies
Participate in industry conferences and workshops to stay abreast of the latest developments
Other duties as assigned to help drive our mission of improving the lives of everyone living with cancer
Qualification
Required
Bachelor's or Master's degree in Computer Science, Artificial Intelligence, or a related field
3+ years professional software development experience
Proven experience in developing and deploying machine learning models
Experience with large language models (LLMs) and transformer architectures
Proficiency in Python and other relevant programming languages
Experience with cloud platforms, specifically Azure and Databricks
Excellent problem-solving and analytical skills
Strong communication and collaboration skills
Experience with Vector Databases is a strong plus
Experience with orchestration tools like Langchain or similar is a strong plus
Preferred
Experience with Agentic AI development
RAG implementation
Productionizing machine learning models
MLOps practices
Company
OneOncology
OneOncology is a partnership of oncologists and industry leading experts driving the future of community-based cancer care in the US. It is a sub-organization of General Atlantic.
1001-5000 employees
H1B Sponsorship
OneOncology has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (2)
Funding
Current Stage
Late StageTotal Funding
unknownKey Investors
Cencora
2025-12-12Acquired
2023-04-20Secondary Market
Leadership Team
Davey Daniel
Chief Medical Officer
Recent News
2026-01-05
2025-12-18
Company data provided by crunchbase