Machine Learning Engineer
Tasks
- Apply new machine learning methodologies
- Build data query and update pipelines
- Build machine learning models
- Collaborate with domain experts to improve predictive models
- Collect and preprocess data
- Construct data pipelines
- Create applications to serve machine learning models
- Find external datasets to improve predictions
- Host models in cloud or local environments
- Implement LLM safety and interpretability
- Research LLM and GenAI models
- Scale and manage machine learning ecosystems
- Select models and tune hyperparameters
Perks/Benefits
Skills/Tech-stack
Bagging | Boosting | CUDA | Dimensional data | Ensemble learning | Fine Tuning | High Dimensional Data | Hyperparameter Tuning | Knowledge Distillation | Language Models | Large Language Models | Meta Learning | Optimization | PyTorch | Python | RLHF | Reinforcement Learning | Sparse data | Stacking | Tabular Data | TensorFlow | Time Series
Education
N/A
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