Location: Yerevan, Armenia
Category: information technology
Type: Full Time
Deadline: 26-Oct-19 12:00:00 AM
Salary:
Description
Responsibilities
- Independently work on end-to-end development of NLP models to derive insights from text
- Work with the team to develop a system for semantic search, entity recognition, knowledge graph creation, transcription, paraphrase detection, question answering etc.
- Train deep learning models with internal and external NLP datasets
- Develop original ideas to create cognitive systems
RequiredQualifications
- 4+ years experience with data science
- Strong problem solving skills with an emphasis on product development
- Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks
- Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications
- Understanding of standard NLP models and ability to implement them
- Deep fluency with academic fields relevant to Statistical Language Modeling
- Proficiency training large scale models using modern machine learning packages (e.g. TensorFlow, PyTorch, Keras, Scikit-learn), and experience with data analysis stacks (such as numpy, scipy, pandas, etc.)
- Model deployment and scaling experience
- Experience working with and creating data architectures
- Excellent written and verbal communication skills for coordinating across teams
- A drive to learn and master new technologies and techniques
- Strong English verbal and written communication skills
Benefits
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