Samsung is inviting applications from eligible candidates for the post of ML Engineer for its Bangalore location.
About Samsung
The Samsung Group is a South Korean multinational manufacturing conglomerate headquartered in Samsung Town, Seoul, South Korea.
Summary of Position
- Explore areas to apply machine learning technology, develop measures on collecting data used for model learning and evaluation and collect data.
- Develop data pre-processing and feature extraction algorithms and modeling/pattern recognition algorithm by reflecting data characteristics.
- Perform to optimize data analysis software, develop performance evaluation measures and evaluate.
Roles and Responsibilities
- Deep Learning in CV domain as part of STRIDE (OCR Engine) Project
- On Device text detection and extraction, end to end OCR engine
- Advanced Python Programming and Hands on experience in DL Model design and training
- Hands on development of DL models using Tensorflow/Keras. Knowledge of Pytorch is an added advantage
- Experience in Image Processing using OpenCV
- Experiment and suggest various metrics, optimizers, loss functions for a ML model suitable to the task at hand
- Analyzing the errors/failure cases of the model and designing strategies to overcome them
- Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
- Working with large scale and real world datasets
- Model pruning, compression and optimization techniques and experience on mobile deployment of AI models
- Thirst for innovation, aware of latest research in CV domain, curious to come up with novel/differential solutions (enhance user experience, improve performance, etc.)
Skills and Qualifications
- Crack to learn Cutting edge Computer Vision and use of Deep Learning models.
- Image processing
- Vision based DL models understanding and keen to learn about SOTA architectures and implement them
- On device understanding of ML Model
How to Apply?
Interested applicants can apply for the post through this link.
Location
Bangalore
Responses