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Data Science Lead

2 months ago

Indore, India RenewBuy Full time

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)