[Remote] ML Data Engineer
Note: The job is a remote job and is open to candidates in USA. Bright Vision Technologies is a technology consulting and software development company delivering cloud, AI, data, and enterprise solutions across the United States. They are seeking an ML Data Engineer to build and operate large-scale data systems for AI training and evaluation pipelines.
Responsibilities
- Build and operate the large-scale data systems that power modern AI training and evaluation pipelines
- Focus on ingestion, transformation, quality assurance, lineage, and high-throughput delivery of data to training jobs across diverse modalities
Skills
- 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
- Experience with multimodal datasets at large scale
- Familiarity with data quality tooling and dataset evaluation methodology
- Exposure to privacy-preserving data systems and regulated data handling
- Open-source contributions to data infrastructure projects
- Experience supporting frontier model training pipelines
Company Overview