Senior Machine Learning System Builder
Budapest, Hungary
HUF 14400K-20640K (estimate) Senior-level Full Time
Tasks
- Automate ML lifecycle with agentic workflows
- Build automated model build and release pipeline
- Build data pipelines for model training
- Build end to end detection capabilities
- Conduct drift monitoring and retraining
- Deploy models to production
- Design evaluation for adversarial drifting domains
- Design train fine tune and evaluate models
- Export models to ONNX
- Extract features and manage datasets
- Frame machine learning problems
- Implement evaluation gates
- Monitor model quality in production
- Perform data collection and labeling
- Set up telemetry feedback loops
Perks/Benefits
Skills/Tech-stack
Adversarial Robustness | Computer Vision | Data labeling | Data pipeline | Dataset versioning | Distribution Shift | Drift monitoring | Embedding Models | Experiment design | Feature extraction | Image classification | JVM | MLOps | Machine Learning | Model Deployment | Model Evaluation | Model Monitoring | ONNX | PyTorch | Python | Regression testing | Regression testing automation | Retraining | Sagemaker Pipelines | Similarity Search | Statistics | Telemetry | TensorFlow | Testing Automation | Text Classification | Threat detection | Time Series | Time Series Validation
Education
N/A
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