Job Description
- Good Programming Knowledge - Python, C++
- Python Libraries -Numpy, Pandas
- DL framework - Pytorch, Keras Tensorflow, Scikit Learn
- AI Concepts - Strong fundamentals & working experience in
- o Machine Learning (ML)
- o Deep Learning (DL)
- o Model Tuning, Optimization & Verification
- o Transfer Learning
- Excellent understanding of lower level fundamentals of deep learning models such as layer details, attention, normalization, backpropagation, and optimizers.
- Tools
- Git
- Docker
- Collaboration tools (Ex. Confluence, Jira)
Data analyst & Software Specialist
- Understand LG device data, pre-sales, post-sales data
- Derive insights
- Large Scale Data (Time series) Pre-processing & Analytics (w/ On-premise CPU&GPU server)
- Statistical Reasoning
- ML/DL (Fault Diagnosis, Energy),
- Parameter Tuning and Optimization
- Domain Speci...
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