Senior AI/ML Full Stack Engineer

Senior AI/ML Full Stack Engineer Da Vinci Software Rochester, MN Job Details $90,000 a year 1 day ago Qualifications AI models Performance monitoring Generative models Prompt engineering Collaboration with product development teams Machine intelligence Model deployment Developing large-scale AI models Natural language processing Production monitoring Front-end component implementation Cloud solution engineering Model evaluation Project stakeholder communication Generative AI Cross-functional communication Database software proficiency

Full Job Description Overview:

Our client is seeking an SeniorAI/ML Developer. This position is for a Generative AI and Healthcare Applications We are seeking a Senior AI/ML Engineer with strong hands-on experience designing, building, evaluating, and deploying production-grade AI/ML and Generative AI solutions. This role will focus on healthcare and enterprise AI applications, including retrieval-augmented generation, LLM-powered assistants, document intelligence, machine learning pipelines, and cloud-native deployment.

Scope of Work:

The candidate will be responsible for designing and developing scalable AI solutions that combine large language models, retrieval systems, structured and unstructured data, cloud services, and user-facing applications. Responsibilities include building RAG pipelines, document ingestion workflows, semantic search, embeddings, prompt engineering, evaluation frameworks, guardrails, APIs, and production monitoring. The role will also require close collaboration with product owners, clinical or business stakeholders, and technical teams to gather requirements, communicate tradeoffs, and deliver reliable, measurable AI solutions.

Education:

Bachelor's degree in Computer Science or a related field with 7 years of experience. Or Master's degree in Computer Science or a related field with 5years of experience. Demonstrated experience on a broad range of software technologies and development platforms. 5 years of experience in designing and building software solutions, including both front-end and back-end development. Excellent programming skills. Expertise in front-end technologies, including JavaScript, CSS3 and HTML5. Expertise in server-side programming languages including Java, Ruby, PHP and Python. Excellent communication and teamwork skills. Experience in leading software development processes. Ability to collaborate effectively with internal business stakeholders, outside partners and technology teams.

Required Skills:

Strong Python programming and SQL experience Hands-on experience building Generative AI or RAG-based applications Experience with LLMs, prompt engineering, embeddings, semantic search, query expansion, and citations Experience with ML/NLP model development, evaluation, and performance monitoring Familiarity with LLM evaluation metrics such as answer relevance, context relevance, faithfulness, hallucination reduction, and citation accuracy Experience implementing AI safety guardrails, content moderation, blocked topics, or escalation logic Experience with cloud platforms such as GCP, AWS, or OCI Experience with tools such as Vertex AI, AWS Bedrock, SageMaker, BigQuery, Snowflake, OpenSearch, Cloud Run, Docker, Airflow, Terraform, or CI/CD pipelines Experience working with healthcare, claims, clinical, regulatory, life sciences, or enterprise data preferred Strong communication skills and ability to work with both technical and non-technical stakeholders

Pro Desk API Additional Information:

Fully Remote Role W2 Only