Machine Learning Engineer, Data Mining
Tasks
- Apply batch inference
- Apply model quantization
- Build active learning workflows
- Build and train machine learning pipelines
- Conduct code reviews
- Create data preprocessing pipelines
- Detect data drift
- Develop embedding based search tools
- Fine-tune multimodal models
- Identify model regressions
- Implement self supervised learning
- Implement supervised learning
- Maintain dashboards
- Manage version control
- Monitor model health
- Perform unit testing
- Translate prototypes into production systems
- Write technical documentation
Perks/Benefits
- 401k match
- Dental insurance
- Health insurance
- Health savings account
- Life insurance
- Remote Work Hybrid Schedule
- Vision insurance
Skills/Tech-stack
Active Learning | Batch inference | CI/CD | Contrastive Learning | Data Augmentation | Data Drift | Data Mining | Data Preprocessing | Embedding Models | JAX | Machine Learning | Model Monitoring | Model Quantization | Multimodal Learning | NumPy | Pandas | PyTorch | Python | Representation Learning | SQL | Self-Supervised Learning | Self-supervised | Supervised Learning | TensorFlow | Unit Testing | Version control
Education
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