Data Scientist with Computer Vision
WarsawBydgoszczRemote
We are currently looking for a Data Scientist specializing in Computer Vision.
Some of our recent CV-related projects include:
- Multi-object tracking of people in surveillance videos https://youtu.be/1VTQ2b3fbb0
- A prototype of a virtual fitting room solution for a startup from Silicon Valley https://youtu.be/HloNNIW1kx4
- An engine for visual understanding of industrial scenes captured by high-precision laser scanners (2D and 3D data)
- Aerial and satellite image analysis – semantic segmentation of multispectral photos and objects detection
And many more…
The successful applicant will have:
Computer Vision:
- Experience with deep learning algorithms applied to various areas of Computer Vision,
- Familiarity with popular architectures such as: ResNets, Mask R-CNN, YOLO,
- An understanding of transfer learning and popular augmentation techniques,
- Hands-on experience in tackling common computer vision tasks including image classification, detection, segmentation, face recognition, pose estimation, etc.
- Working knowledge of CV-related training procedures, validation techniques and datasets.
General ML:
- The ability to apply machine learning to real-life problems,
- Good knowledge of machine learning algorithms, model training, hyper parameter tuning,
- Working knowledge of deep learning models, loss functions, and performance measures,
- Strong Python skills, hands-on proficiency in using machine learning tools: Scikit-Learn, NumPy, Pandas and PyTorch/TensorFlow/Keras,
- The ability to share your knowledge and willingness to learn continuously,
- Good working knowledge of English (>B2 level).
We also welcome experience with/in:
- OpenCV
- NLP
- data visualization,
- building data processing pipelines, feature engineering and predictive models,
- using machine learning on big data.
We offer:
- The opportunity to learn from and work with seasoned developers with extensive professional experience,
- The opportunity to participate in Tech Talks (internal training sessions), conferences and workshops,
- Flexible working hours,
- An attractive benefits package (subsidized medical care, sports, frequent team-building events, fun room).
deepsense.ai helps companies discover the potential of their data and use it to build competitive advantage in the most effective way.
Our support covers all stages of the AI journey, from a feasibility study through to end‐to‐end AI solution development, deployment and maintenance. We follow methodology developed on the basis of research and commercial projects delivered for clients such as NTT, Nielsen, L’Oreal, Google and Intel.
