
Machine Learning Systems Engineer: Data
- Philadelphia, PA Bala Cynwyd, PA
- Permanent
- Full-time
- Design and implement high-performance data pipelines for processing large-scale datasets with an emphasis on reliability and reproducibility
- Collaborate with researchers to translate their requirements into scalable, production-grade systems for AI experimentation
- Optimize resource utilization across our distributed computing infrastructure through profiling, benchmarking, and systems-level improvements
- Implement low-latency high-throughput sampling for models
- Experience building and maintaining data pipelines and ETL systems at scale
- Experience with large-scale ML infrastructure and familiarity with training and inference workflows
- Strong understanding of best practices in data management and processing
- Knowledge of systems level programming and performance optimization
- Proficiency in software engineering in python
- Understanding of AI/ML workloads, including data preprocessing, feature engineering, and model evaluation