Description:
We are looking for experienced professionals, who have the ability to work in a fast paced environment. If you have the ability to work under pressure and enjoy success with the company, we are the right place for YOU.
Company Overview
Silicon Nexus is a global leader in next-generation digital solutions. We provide end-to-end product development, IT consulting, and innovative technology solutions across America, Europe, and the Asia Pacific regions.
Responsibilities
- Creating and maintaining a framework for deploying machine learning algorithms and maintaining a framework for deploying machine learning algorithms.
- Working with Python and dealing with data processing tools (e.g., scipy, numpy, pandas).
- Dealing with Cloud Services: Azure, AWS, Google Cloud.
- Fine-tuning, and modifying models using popular deep learning frameworks (PyTorch, Tensorflow, Keras).
- Optimising deep learning models to save time and memory requirements in both training and inference phases (TensorRT, Tensorflow lite).
Requirements
- 3-5 years experience in the relevant field.
- Analysing the ML algorithms that could be used to solve a given problem and ranking them by their success probability.
- Use exceptional mathematical skills, in order to perform computations and work with ML algorithms.
- Research and implement best practices to improve the existing machine learning infrastructure.
- Knowledge in the latest NLP-related algorithms and methods such as sequence-to-sequence models, word and sentence embeddings, attention, etc.
- Familiar with version control and containerization (Docker, Kubernetes)
- Expert in Languages: Python,JS-tensorflow.