Applied AI/ML Scientist
Tasks
- Architect end to end training recipes
- Build training pipeline with data preprocessing and tokenization
- Collaborate with internal teams on model architectures and training recipes
- Conduct feasibility analysis for AI projects
- Create internal playbooks from successful projects
- Customize deep learning models for customer problems
- Design agentic system tool use capabilities
- Develop custom large language models
- Enable long context reasoning
- Evaluate model performance with success metrics and benchmarks
- Implement DPO for post training alignment
- Implement RLHF for model alignment
- Implement multi step planning for agentic systems
- Optimize model convergence for specialized hardware
- Perform supervised fine-tuning
- Scale training workloads across clusters
- Translate customer requirements into training recipes
- Tune hyperparameters and analyze loss curves
Perks/Benefits
- N/A
Skills/Tech-stack
Curve Analysis | Data Preprocessing | Deep learning | Direct Preference Optimization | Distributed Training | Fine Tuning | Gradient Stability | Human Feedback | Hyperparameter Tuning | Language Models | Large Language Models | Learning from Human Feedback | Long Context | Long-context reasoning | Loss Curve Analysis | Machine Learning | Mixture of Experts | Model Convergence | Multi-step Planning | Multimodal | Preference optimization | PyTorch | Python | Reinforcement Learning | Reinforcement Learning from Human Feedback | Supervised Fine Tuning | Tokenization | Transformer
Education
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