Remote AI Operations Engineer for Large-Scale ML Pipelines

Bright Vision Technologies; Flower Mound (TX); On-site; USD 150,000 - 165,000; Full time

Job summary

Bright Vision Technologies is seeking an AI Operations Engineer to build and operate large-scale data systems powering AI training and evaluation pipelines. The role blends data engineering with AI workloads, focusing on ingestion, transformation, lineage, and high-throughput data delivery to training jobs across modalities.

Ideal candidates have 6+ years in data engineering, strong Python, and experience with Spark, Ray, or Beam, plus ownership of petabyte-scale data pipelines and rigorous

Qualifications

• Six or more years of data engineering experience, with significant work supporting ML or AI workloads.
• Strong proficiency in Python and at least one JVM or systems language.
• Deep experience with modern data processing frameworks such as Spark, Ray, or Beam.
• Hands-on experience operating petabyte-scale storage and pipeline systems.
• Strong understanding of distributed systems, data modeling, and storage formats.
• Experience with dataset versioning, lineage, and reproducibility for ML workflows.
• Familiarity with high-throughput data loading for accelerator-based training.
• Strong software engineering practices including testing, CI/CD, and code review.
• Excellent communication and cross-functional collaboration skills.

Responsibilities

• Six or more years of data engineering experience, with significant work supporting ML or AI workloads.
• Strong proficiency in Python and at least one JVM or systems language.
• Deep experience with modern data processing frameworks such as Spark, Ray, or Beam.
• Hands-on experience operating petabyte-scale storage and pipeline systems.
• Strong understanding of distributed systems, data modeling, and storage formats.
• Experience with dataset versioning, lineage, and reproducibility for ML workflows.
• Familiarity with high-throughput data loading for accelerator-based training.
• Strong software engineering practices including testing, CI/CD, and code review.
• Excellent communication and cross-functional collaboration skills.

Skills

Python

Data Engineering

ML workloads

Communication

Tools

Spark

Ray

Beam

Job description

Bright Vision Technologies is seeking an AI Operations Engineer to build and operate large-scale data systems powering AI training and evaluation pipelines. The role blends data engineering with AI workloads, focusing on ingestion, transformation, lineage, and high-throughput data delivery to training jobs across modalities.

Ideal candidates have 6+ years in data engineering, strong Python, and experience with Spark, Ray, or Beam, plus ownership of petabyte-scale data pipelines and rigorous