Role 1 : Senior Deep Learning Data Scientist
Location : Gurgaon
What you'll be doing in your new job:
- Design, develop and deploy deep learning systems for Visual AI Problems
- Analyse deep learning architectures and define architecture strategy
- Deploy Models in production and enable auto retraining framework
- Work on Model Deployment on Edge device
- Optimally manage available resources such as compute hardware, edge memory and data
- Define relevant metrices for model performance
- Define data augmentation pipeline and pre-processing strategies
- Implement appropriate Deep Learning algorithms and ability to debug neural networks
- Study and reproduce DL prototypes/research papers
What are we looking for:
- 2-6 years of experience in Designing and Deploying Deep Learning Solutions
- In-Depth knowledge of Deep Learning Architectures
- In-Depth knowledge of Transfer Learning, Adversarial Learning
- In-Depth knowledge of Image Processing and Computer Vision algorithms
- Robust working knowledge with deep learning frameworks (like Tensorflow, PyTorch, Keras)
- Excellent Python Coding Skills
- Experience with GPU/CUDA programming
- Worked on Edge side model deployment
- Deeper understanding of math, probability, statistics and algorithms
- Deeper understanding of data structures, data modelling, and software architecture
- Understanding in Distributed Computing
Qualification: PhD in Computer Vision from premium institute