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Samsung - Deep Learning Engineer - NLP/Machine Learning

3 months ago

Bengaluru, India SAMSUNG ELECTRO MECHANICS SOFTWARE INDIA BANGALORE Full time

Job Description :

- Work with machine learning & deep learning experts to design and implement ML algorithms / networks optimized for GPU-accelerated inference on different industrial problem domains (image and non-image data)

- Development of standard or customized model for image classification, segmentation, object detection and localization

- Understanding of NLP & model inference pipeline development.

- Development of API's & working with databases.

- Coordinating with front end team to display the AI results and reports

Experience : 2 to 6 years of relevant experience in a similar role

Qualification :

Bachelor of Engineering (B. Tech / BE) or Masters (M. Tech / MS / MCA) in Computer Science / Information Science

Skills Required :

Essential :

- Excellent in machine learning and deep learning concepts such as Data understanding and analysis

- Supervised, Unsupervised, Semi-supervised learning techniques

- CNN & NLP.

- Python & SQL.

- Excellent in Python programming

- Clear understanding and hands on experience of using computer vision and machine learning libraries such as Tensorflow & pytorch

- Good unit testing either using Unit test / Nose2 / Pytest

- Experience in creating APIs like REST

- Good coding documentation skills

- Good knowledge on problem solving, data structure and databases

- Good communication skills to communicate ideas and issues to the team

Additional Skill sets :

- Good knowledge in C/C++

- Hands on experience of using spark in clusters

- Experience using GPU-accelerated libraries (e.g., cuDNN and cuBLAS)

- Experience with code generation & optimization

(ref:hirist.tech)