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Deep Learning Engineer
in DocuSketch
2 800 — 5 500 $/month net
Technologies / Tools
DocuSketch — an international company headquartered in Potsdam (Germany), that makes products for the North American market.
Do you like to design cool stuff in a creative environment? We do. If you're passionate about AI/CV, love problem-solving, and like calling the shots, we need your help to create innovative solutions!
Stack*
- Python.
- Deep Learning Framework (e.g. Tensorflow 2.0, PyTorch).
- Open Source Libraries (e.g. detectron, mmdetection).
Your tasks
As a Deep Learning Engineer, you design innovative deep learning algorithms for detecting indoor objects in 360-degree images (e.g. with object recognition and semantic segmentation).
With your profound experience in agile software development, you define the design of software-components and interfaces, as well as implement and test those, based on state-of-the-art software-principles.
You will accompany the entire development process from the first prototypical version to the usage in production.
Requirements
- Master/Bachelor in Computer Science or related degree.
- Very experienced handling deep learning frameworks, e.g. Tensorflow 2.0, Pytorch. Able to implement the latest DL model using existing API, open-source libraries in a short time.
- Good understanding of the mainstream deep learning models for object detection and segmentation.
- Knowledge of state-of-the-art computer vision for all components of the machine learning cycle (data preprocessing, data pipelines, evaluation metrics, logging frameworks etc.).
- Familiar with the agile software development process, CI/CD workflow, ticket management, code-review, version control, etc.
- Good English skills, especially for writing and reading documentation.
The salary comes from Germany. To receive it safely, you must have a valid account outside the Russian Federation, the Republic of Belarus and Ukraine.
About company DocuSketch
DocuSketch, with its European Headquarters in Potsdam, Germany, is a leading European software technology provider for the digital real estate economy. With our product brands Immoviewer and DocuSketch, we have become one of the most successful and fastest-growing software vendors in the rapidly expanding property tech sector. Our enthusiastic customer base is located across Europe and North America. DocuSketch's groundbreaking digital technology greatly facilitates real estate companies and building restoration companies to digitize, visualize, and virtualize real estate properties. Our solutions help our clients realize tremendous cost-saving potentials, process optimization, and revenue growth.
You’ll be working in a team that drives the company's AI development to develop algorithms for a variety of different use cases. This includes, e.g., working with equirectangular, phone, or satellite images to detect doors, windows, or other objects inside of buildings or finding facets on the roof. You’ll be challenged by solving complex 3D geometry problems and working closely with our labeling team to ensure the best possible data quality.