Data Scientist
Tasks
- Collaborate with engineering and domain experts
- Deploy models into production environments
- Design and build machine learning models
- Develop algorithms for language model contexts
- Develop data driven solutions for operational challenges
- Drive experimentation and continuous improvement
- Maintain model documentation and reproducibility
- Perform data preprocessing and feature engineering
- Process and analyze multi modal datasets
- Train, evaluate, and fine-tune models
Perks/Benefits
- Collaborative inclusive work environment
- Flexible work arrangements
- Professional development opportunities
Skills/Tech-stack
CI/CD | CNN | Cloud platform | Computer Vision | Containerization | Data Preprocessing | Deep learning | Docker | Feature Encoding | Feature Scaling | GIS | Geopandas | Git | Google Cloud | Google Cloud Platform | Hugging Face | Hugging Face Transformers | Jupyter | Keras | LSTM | MLflow | Model Deployment | Model Evaluation | Monitoring | NumPy | Outlier Detection | Pandas | PyTorch | Python | QGIS | REST API | RNN | Rasterio | SciPy | Scikit-learn | Series analysis | Serverless | Telemetry | TensorFlow | TensorRT | Time Series | Time Series Analysis | Transformers | Weights and Biases | XGBoost
Education
Roles
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