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Machine Learning Engineer / Edge-ML Automotive (m/w/d/kA) at KOSTALGroup
KOSTALGroupDortmund, NRW, de·11h ago
Entry LevelFull-timeDockerPyTorchCI/CDML
Salary Range
$35,700 - $48,300 /year
This salary is estimated based on similar roles. The actual salary may vary.
• Entwicklung robuster ML-Algorithmen für Intent-/Gestenerkennung auf Basis von fahrzeugseitiger Sensordaten (z. B. UWB-Radar), inklusive Echtzeit-Inferenz auf Edge-ECUs
• End-to-End-Ownership der ML-Pipeline: Datenerfassung am Prototyp-Fahrzeug, Ground-Truth/Labeling, Feature-Engineering, Modelltraining (PyTorch), Experiment-Tracking (MLflow), Modellversionierung und sicherstellen der Reproduzierbarkeit
• Edge-Deployment: Quantisierung/Optimierung (z. B. TorchScript/ONNX) zur Einhaltung strenger Latenz- und Ressourcenbudgets unter realen Bedingungen
• Aufbau und Betrieb von MLOps: CI/CD (z. B. Jenkins), Containerisierung (Docker/Dev Containers), Testautomatisierung (Unit-, Integrations- und On-Car-Validierung), Modell-Monitoring und -Drift
• Definition von Daten- und Testkampagnen, Fehleranalysen und Robustheitsbetrachtungen
• Erstellung technischer Dokumentationen (Modell- und Datenkarten, Evaluationsberichte, KPI-Tracking) sowie Präsentation der Ergebnisse
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About KOSTALGroup
KOSTALGroup is a leading international technology company specializing in the development and production of innovative electrical and electronic components. Headquartered in Paderborn, Germany, the company has a rich history dating back to 1938, when it was founded as a small workshop focused on electrical engineering. Over the decades, KOSTALGroup has expanded into a global enterprise with a strong presence in automotive, industrial, and energy sectors, known for its commitment to precision engineering and technological advancement. The group operates across multiple countries, leveraging its expertise to deliver high-quality solutions tailored to modern industrial challenges. The company offers a diverse portfolio of products and services, including electrical connectors, wiring systems, electronic control units, and solutions for renewable energy applications such as solar inverters. Key features of KOSTALGroup’s offerings include robust design, high reliability, and compliance with stringent industry standards. Its target audience spans automotive manufacturers, industrial equipment producers, and energy providers, all of whom benefit from the group’s ability to integrate complex electrical systems with efficiency and durability. The company’s solutions are particularly valued in markets requiring seamless connectivity and energy management. KOSTALGroup has established itself as a trusted partner in the technology sector, with a reputation for innovation and quality. The company’s notable achievements include pioneering advancements in automotive electronics and contributing to the growth of renewable energy infrastructure. Its market position is reinforced by a customer-centric approach, rigorous research and development, and a dedication to sustainability. By continuously adapting to technological trends and industry demands, KOSTALGroup remains a key player in shaping the future of electrical and electronic engineering.
