Senior AI/ML Full-Stack Engineer Build Scalable AI Solutions

TALENT Software Services; Rochester (MN); On-site; USD 120,000 - 180,000; Full time

Job summary

TALENT Software Services in Rochester, MN seeks an experienced AI Software Engineer to design, develop, and deploy AI solutions addressing business needs. You will guide the team through full lifecycle, collaborating with product managers, designers, data scientists, and stakeholders to deliver reliable AI solutions on-prem or in the cloud.

The ideal candidate has strong Python/SQL skills, hands-on Generative AI experience, and a track record with LLMs, embeddings, and semantic search.

Qualifications

• Strong Python and SQL fundamentals with production experience.
• Hands-on Generative AI or RAG-based app development.
• Experience with LLMs, embeddings, and semantic search.
• ML/NLP model development, evaluation, and monitoring.
• Familiarity with LLM evaluation metrics (relevance, faithfulness, citations).
• Experience implementing AI safety guardrails and content moderation.
• Cloud platform experience (GCP, AWS, OCI).
• Proficiency with Vertex AI, AWS Bedrock, SageMaker, BigQuery, Snowflake, OpenSearch, Cloud Run, Docker, Airflow, Terraform, CI/CD.
• Healthcare/clinical/enterprise data experience preferred.
• Strong communication with technical and non-technical stakeholders.

Responsibilities

• Design, develop, and implement AI software solutions to address business needs.
• Assist the System Architect in the full AI solution lifecycle from design to release.
• Gather requirements from product managers, designers, data scientists, and stakeholders.
• Provide technical leadership to the software engineering team.
• Lead the team through design, development, testing, and release for on-prem or cloud.
• Improve software development processes and keep the team current with tech trends.
• Provide status reports to management and stakeholders as needed.
• Coach and guide engineers on the team.
• Build scalable AI solutions combining LLMs, retrieval, data, cloud services, and UI.
• Develop RAG pipelines, ingestion workflows, semantic search, embeddings, and monitoring.
• Collaborate closely with product owners and stakeholders to deliver reliable AI solutions.

Skills

Python

SQL

Generative AI

LLMs

Prompt engineering

Embeddings

Semantic search

Citations

ML/NLP

Evaluation

AI safety guardrails

GCP

AWS

OCI

Vertex AI

AWS Bedrock

SageMaker

BigQuery

Snowflake

OpenSearch

Cloud Run

Docker

Airflow

Terraform

CI/CD pipelines

Healthcare data

Communication

Education

Bachelor's degree in Computer Science, Data Science, Engineering, Biomedical Engineering, Statistics, Applied Mathematics

Master's degree or higher preferred in Data Science, Computer Science, Biomedical Engineering, AI, ML, Engineering

Certifications or coursework in Generative AI, ML, Cloud AI platforms, Data Science, or MLOps preferred

Job description

TALENT Software Services in Rochester, MN seeks an experienced AI Software Engineer to design, develop, and deploy AI solutions addressing business needs. You will guide the team through full lifecycle, collaborating with product managers, designers, data scientists, and stakeholders to deliver reliable AI solutions on-prem or in the cloud.

The ideal candidate has strong Python/SQL skills, hands-on Generative AI experience, and a track record with LLMs, embeddings, and semantic search.