Python ML and Signal Analytics Engineer
- Зарплата:
- $3 000 - $4 500 на місяць
- Джерело:
- djinni.co
Що робити
- Implement feature extraction from telemetry, waveforms and spectral data.
- Develop and integrate signal-based diagnostics and early-warning detectors.
- Build a containerised inference service and integrate it with Go backend services.
- Load versioned model artefacts from S3 and support reproducible inference and rollback.
- Validate numerical outputs against reference datasets and investigate discrepancies.
Що очікуємо
- Strong Python skills and experience delivering maintainable production software.
- Practical experience with NumPy, SciPy and numerical data processing.
- Solid digital signal processing knowledge: FFT, windowing, spectral analysis and peak detection.
- Experience with time-series analysis, feature extraction, anomaly detection and statistical methods.
- Experience serving ML models in production, including model loading and version management.
Що пропонуємо
- Predictive maintenance, industrial IoT or electrical motor diagnostics.
- Knowledge of motor slip, electrical characteristics or remaining useful life estimation.
- Go development experience and integration with event-driven backend systems.
- AWS S3, ECS Fargate, TimescaleDB and statistical process control.
- Technology environment
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