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Computer Vision Engineer (m/w/d)
Job description
The Agency PHILIPP GmbH is a multiple award-winning technology & KI agency. We develop innovative KI-based solutions for the mid-market. Our focus lies on modern technologies like Large Language Models, Chatbots, Voicebots, Computer Vision, and humanoid robots.
Aufgaben
Your tasks
- Computer-Vision-Lösungen develop, train, and operate productively, for example, for object recognition, quality control, classification, segmentation, or document and image analysis.
- Bild- und Videodaten aus Kameras, Unternehmenssystemen und bestehenden Datenquellen aufbereiten, analysieren und nutzbar machen
- Geeignete Modelle auswählen, trainieren, fine-tunen und evaluieren, zum Beispiel mit PyTorch, YOLO, OpenCV or comparable frameworks.
- Robuste ML-Pipelines build: data preparation, annotation, training, testing, evaluation, and continuous improvement.
- Modelle in real customer environments integrate, via APIs, backend systems, or edge hardware.
- Python-Backends und APIs for image processing, inference, and data integration develop.
- Existing customer processes understand and translate with project leadership and technical team into technical solutions.
- Deployment and operation of applications on Linux servers with Docker.
- Model quality and error patterns systematically measure, analyze, and improve.
- Create clean technical documentation and hand over solutions to customers or internal teams.
- Work closely with the development team, KI colleague team, project leadership, and customers.
Qualifikation
You bring this
Pflicht, without these points does not fit:
- Praktische Computer-Vision-Erfahrung: You have already implemented own projects, study projects, freelance work or professional experience with image processing and ML models.
- Python: Secure knowledge for data processing, model training, APIs, and productive code.
- Deep Learning for Image You understand at least the basics of CNNs, object detection, classification, and model evaluation.
- Computer-Vision-Frameworks: Experience with PyTorch and/or TensorFlow as well as OpenCV, YOLO or comparable tools.
- Datenaufbereitung: You can prepare image data structured, annotate, transform, and prepare for training and evaluation.
- ML-Pipelines: Understanding of training, fine-tuning, test sets, metrics, and the productive use of models.
- Docker and Linux: You can containerize applications and operate them in a Linux environment.
- Deutsch: Very good knowledge in word and writing, at least B2, preferably C1. You communicate with German customers and teams.
Von Vorteil:
- Experience with industrial image processing, camera systems or quality control.
- Experience with segmentation, OCR, document understanding or multimodal models.
- Knowledge in MLOps, for example MLflow, DVC, Weights & Biases, CI/CD or automated model evaluation.
- Experience with cloud or edge deployments, for example NVIDIA Jetson, AWS, Azure or comparable environments.
- Knowledge in REST APIs, FastAPI, databases and data pipelines.
- Experience with LLMs, RAG systems or the combination of image and speech models.
- Experience with customer projects, self-responsibility, and pragmatic solution development.
Benefits
What we offer
- Direct project responsibility from day one, no endless onboarding phase.
- Real computer vision projects with German mid-market customers, from the first concept to productive use.
- A small, focused team with short decision-making paths.
- Factual guidance by team lead and project leadership.
- Much room to shape your own technical solutions and standards.
- Modern KI and development environment with access to current models, tools, and infrastructure.
- Remote-friendly working style.
- A strong salary, matching your experience and technical level.
- Development perspective through our steady team growth.
How our application process works
- Brief application with CV and brief description of own computer vision project.
- Small technical test task.
- Application interview on site with team lead and project leadership.
- Offer.
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Company information
- Company
- Agentur Philipp GmbH
- Location
-
Dingolfing
Germany - Posted
- 1 month ago
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