AI Research Engineer (Kernel & Inference Optimization)
Tasks
- Build scalable inference pipelines for cloud edge and resource constrained environments
- Collaborate to integrate optimized inference solutions into production
- Create testing datasets and deployment scenarios
- Design model serving architectures for throughput and low latency
- Develop benchmarking methodologies and performance validation frameworks
- Identify bottlenecks in serving pipelines
- Improve inference infrastructure through experimentation and iteration
- Monitor and analyze latency throughput memory usage and error rates
- Optimize inference frameworks and deployment strategies
- Run inference experiments to evaluate performance and reliability
Perks/Benefits
- Autonomy
- Continuous learning
- Flexible location options
- Fully remote work
- Professional development
- Technical ownership
Skills/Tech-stack
AI infrastructure | Benchmarking | Bottleneck analysis | Cloud Computing | Edge Computing | Inference Optimization | Inference Pipelines | Latency optimization | Machine Learning | Memory Optimization | Model Deployment | Model Serving | Performance Monitoring | Profiling | Throughput Optimization
Education
N/A
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