AI Research Engineer (Kernel & Inference Optimization)
Tasks
- Analyze serving pipeline bottlenecks
- Build inference pipelines
- Create testing datasets and deployment scenarios
- Design model serving architectures
- Develop benchmarking methodologies
- Improve inference infrastructure through experimentation
- Integrate inference solutions into production
- Monitor inference performance metrics
- Optimize inference frameworks and deployment strategies
- Run inference experiments
Perks/Benefits
- Autonomy
- Continuous learning
- Flexible location
- Fully remote
- International team
- Professional development
- Technical ownership
Skills/Tech-stack
AI infrastructure | Benchmarking | Error rate | Error rate analysis | Inference Optimization | Latency optimization | Machine Learning | Memory Optimization | Model Deployment | Model Serving | Multi-Modal | Multi-modal AI | Network Overhead Optimization | Performance Monitoring | Profiling | Rate analysis | Response time analysis | Scalability | Scalability engineering | TIME Analysis | Throughput Optimization | Token Response Time Analysis
Education
N/A
Roles
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