Related skills
aws sql python pandas tensorflow๐ Description
- Design end-to-end ML solutions from experiments to production.
- Build scalable ML pipelines and infrastructure.
- Optimize model performance and reliability.
- Write clean, production-quality code.
- Conduct rigorous experimentation and model evaluation.
- Troubleshoot complex technical challenges.
๐ฏ Requirements
- ML fundamentals: supervised, unsupervised, reinforcement learning
- Model development: feature engineering, training, evaluation, tuning, validation
- ML frameworks: TensorFlow, PyTorch, and libraries
- Deep learning: CNNs, RNNs, Transformers
- LLM applications: production LLM-based apps and prompt design
- Data & programming: Python, pandas, SQL, data pipelines, Spark
๐ Benefits
- Long-term B2B collaboration
- Fully remote setup
- Medical insurance budget
- Paid sick leave, vacation, public holidays
- Continuous learning including unlimited AWS certification sponsorship
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