Machine Learning Engineer, AML - Engine (Multiple Positions)
Summary
Develops high-performance ML models and optimizes deep learning pipelines to balance accuracy and execution speed for Bytedance’s AI-driven systems.
- Accelerate model inference and computation
- Analyze and optimize deep learning model architectures
- Analyze computation graphs for optimizations
- Apply machine learning research
- Balance AUC and execution efficiency
- Design and implement CUDA kernels
- Ensure model correctness and performance consistency
- Implement algorithm level optimizations
- Improve throughput and latency with parallel computing
- Migrate model serving frameworks
- Optimize training and inference pipelines
Perks/Benefits:
- 401k savings plan
- Dental insurance
- Life insurance
- Long-term disability
- Medical insurance
- Paid Holidays
- Paid parental leave
- Paid personal time
- Paid sick days
- Short-term disability
- Vision insurance
- Wellbeing benefits