Remote ML Data Engineer — Large-Scale AI Pipelines

Bright Vision Technologies; Orlando (FL); Remote; USD 100,000 - 150,000; Full time

Job summary

Bright Vision Technologies is seeking an ML Data Engineer to design, build, and operate large-scale data systems powering AI training and evaluation pipelines. You will own ingestion, transformation, quality assurance, lineage, and high-throughput data delivery to training jobs across modalities.

The ideal candidate has 6+ years of data engineering experience, strong Python and JVM language skills, and hands-on exposure to Spark/Ray/Beam, data storage at petabyte scale, and robust software

Qualifications

• Bachelor’s or Master’s degree in Computer Science or a related field.
• 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

• Build and operate large-scale data systems powering AI training and evaluation pipelines.
• Own ingestion, transformation, quality assurance, lineage, and high-throughput data delivery to training jobs.
• Ensure data infrastructure choices positively impact model quality and training efficiency.
• Collaborate with data scientists, ML engineers, and software developers to support workloads.

Skills

Python

JVM language

Data processing frameworks

Petabyte-scale storage

Distributed systems

Data modeling

Dataset versioning

High-throughput loading

CI/CD

Communication

Education

Bachelor’s or Master’s in CS

Tools

Spark

Ray

Beam

Job description

Bright Vision Technologies is seeking an ML Data Engineer to design, build, and operate large-scale data systems powering AI training and evaluation pipelines. You will own ingestion, transformation, quality assurance, lineage, and high-throughput data delivery to training jobs across modalities.

The ideal candidate has 6+ years of data engineering experience, strong Python and JVM language skills, and hands-on exposure to Spark/Ray/Beam, data storage at petabyte scale, and robust software