[05/05/2024] Data Scientist
2 weeks ago
The purpose of computer vision is to program a computer to understand a scene or features in an image.
Typical goals of computer vision include:
The detection, segmentation, localization, and recognition of certain objects in images (e.g., human faces)
Role and Responsibilities:
-Developing novel algorithms and modelling techniques to advance the state of the art in Document and Text Extraction.
-Image recognition, Object Identification, and Visual Recognition
-Working closely with R&D and Machine Learning engineers implementing algorithms that power user and developer-facing products.
-Be responsible for measuring and optimizing the quality of your algorithms.
Skills Required:
- Deep Learning, Open CV, Object Detection, Text recognition & OCR.
- Programming skills with multi-threaded GPUs.
-Experience in applying machine learning and computer vision principles to real-world data and working in Scanned and Documented Images.
-Good knowledge of Computer Science, math, and statistics fundamentals (algorithms and data structures, meshing, sampling theory, linear algebra, etc.)
-Knowledge of data science technologies such as Python, Pandas, Scipy, Numpy, Matplotlib & Scikit Learn etc.
-Broad Computer Vision knowledge - Construction, Feature Detection, Segmentation, Classification.
Machine/Deep Learning - Algorithm Evaluation, Preparation, Analysis, Modeling, and Execution.
-Familiarity with Open CV, Yolo, Capsule Network or similar and Open Source AR platforms and products.
-Have profound knowledge of Seq2Seq, temporal Classification, Opencv, etc.
-Should have logical knowledge for generating the real-time dataset.
-Added advantage if you have worked in Unstructured Documents.
-Strong problem-solving and logical skills.
-A go-getter kind of attitude with a willingness to learn new technologies.
-Well-versed in software design paradigms and good development practices.
Qualification:
- Bachelors or Master's degree in Computer Science, Computer vision, or related field with specialization in Image Processing or machine learning.- 3-8 Years of relevant experience in Computer Vision or Data Scientist- Research experience in Deep Learning models for Image processing or OCR-related field is preferred- Publication record in Deep Learning models for Computer Vision conferences/journals is an additional advantage.
Remuneration:
Competitive with opportunity to create wealth through performance and delivery.
Job Location:
Indore (Work From Office)
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