Data Scientist/ML Engineer (classic ML, Deep Learning)
- Джерело:
- djinni.co
Що робити
- Create statistical summaries to support hypothesis testing and data-driven decisions during EDA
- Implement data preparation and feature engineering pipelines for the models
- Plan and implement algorithms for predictive modeling.
- Provide continuous improvement of models in production
- Lead the ML-driven python coding for end to end model deliveries, support our ML-related libraries/
Що очікуємо
- Minimum of 3 years of professional experience as a Data Scientist or Machine Learning Engineer.
- Proficient in building custom neural networks using PyTorch.
- Strong experience with various neural network architectures specialised for time-series modelling and tabular data predictive modelling
- Proficiency with neural network layers (like LSTM, GRU, Conv1D, Dense, Dropout, BatchNormalization) and activation functions (ReLU, Sigmoid, Tanh, Softmax).
- Experience with time series data, including loading, cleaning, and feature engineering using libraries like pandas, numpy. Knowledge of Darts library would be a large bonus.
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