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Data Science Lead
3 months ago
Objective of the position:
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 and recognition of certain objects in images.
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.
Mandatory Skills:
-Excellent skills in developing Python in the Linux environment.
-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 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
Qualifications:
Bachelors or Master's degree in Computer Science, Computer vision, or related field with specialization in Image Processing or machine learning.
5- 8 years of Industry experience in Data Science including Computer Vision, LLM & ML
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 a plus
Must be from research institute or research experience or PhD who will do R&D is a plus
Remuneration:
Competitive with opportunity to create wealth through performance and delivery.
Job Location:
Indore (work from office)