Senior AI Infrastructure Engineer

Tom Ferry; Dallas, Northern (TX, KY); Hybrid; USD 135,000 - 145,000; Full time

Job summary

Ferry International is seeking a Sr. Data Platform Engineer in Dallas, TX to own the data pipelines, embedding infrastructure, and AI memory systems powering our coaching-focused AI products.

You will design, build, and operate production-grade data and retrieval layers, ensure scalable deployments on AWS, and drive observability, security, and performance across services. You will collaborate across data engineering, cloud infrastructure, DevOps, and AI teams to turn validated ideas into

Qualifications

• 5–8 years of relevant engineering, data engineering, infrastructure, or related experience.
• Strong Python and SQL skills with hands-on experience building data pipelines using PostgreSQL.
• Experience with vector databases or vector search technologies such as pgvector.
• Strong AWS experience, including ECS, Fargate, RDS, and S3.
• Experience with containers, CI/CD, infrastructure as code, and cloud operations.
• Experience building data infrastructure supporting machine learning or LLM applications.
• Hands-on experience with embeddings and retrieval systems.
• Familiarity with LangGraph or LangChain ecosystem.
• Experience building observability, monitoring, dashboards, and alerting for production systems.
• Strong understanding of system reliability, scalability, security, and cost management.

Responsibilities

• Build and maintain production-ready data and ML pipelines.
• Own ingestion, cleaning, embeddings, scoring, and processing across coaching transcript data.
• Modernize embedding infrastructure and consolidate vector storage.
• Own the data corpus and retrieval layer end-to-end.
• Build containerized deployments, CI/CD pipelines, and IaC across AWS.
• Create dashboards and monitoring to understand system performance.

Skills

Python

SQL

Vector databases

AWS

Containers

CI/CD

Infrastructure as code

Embeddings

Retrieval systems

LangGraph/LangChain

Observability

Reliability & security

Communication

Job description

Ferry International is seeking a Sr. Data Platform Engineer in Dallas, TX to own the data pipelines, embedding infrastructure, and AI memory systems powering our coaching-focused AI products.

You will design, build, and operate production-grade data and retrieval layers, ensure scalable deployments on AWS, and drive observability, security, and performance across services. You will collaborate across data engineering, cloud infrastructure, DevOps, and AI teams to turn validated ideas into