AI Researcher — AI Architecture Research
Tasks
- Author research papers for ML conferences and journals
- Benchmark and run ablation studies
- Collaborate with engineering to build production training and inference systems
- Define long-term research roadmap
- Design and evaluate AI model architectures
- Improve model scalability computational efficiency and training stability
- Monitor AI research trends and identify new directions
- Prototype and validate new architectures through experiments
- Research novel AI model architectures beyond Transformers
Perks/Benefits
Skills/Tech-stack
Ablation Studies | Attention Mechanisms | Benchmarking | Context modeling | Inference Optimization | JAX | Language Models | Large Language Models | Long Context | Long Context Modeling | Machine Learning | Neural Networks | Optimization | PyTorch | Research experimentation | Sequence Modeling | State Space Models | State-Space | Training dynamics | Training stability | Transformer
Education
N/A
Roles
AI | AI Architect | AI Researcher | Architect | Machine Learning Researcher | Researcher
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