Senior Data Scientist (Availability)
Tasks
- Create datasets and data requirements with data engineers
- Create text and image embeddings
- Deploy models to production with Python services
- Design and analyze A/B tests
- Detect drift and degradation and implement improvement plans
- Develop and train classic machine learning and deep learning models
- Evaluate models offline and perform error analysis
- Lead end-to-end machine learning projects
- Monitor model quality and performance after launch
- Support releases and integrate models
Perks/Benefits
- Conference and training compensation
- Corporate hotel and travel discounts
- Flexible work schedule
- Hybrid work model
- Internal training programs
- Language learning support
- MyTime Day Off
- Remote work option
- Work-life balance support
Skills/Tech-stack
A/B | A/B Testing | B testing | DVC | Data Drift | Deep learning | Experiment tracking | Image embeddings | MLflow | Machine Learning | Model Interpretability | Model Monitoring | PyTorch | Python | SQL | TensorFlow | Text Embeddings | Weights and Biases
Education
N/A
Roles
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