Data Scientist (вакансія неактивна)

About you:

We are looking for Data Scientists that are passionate about applied and theoretical research in the realm of computational linguistics. As a Data Scientist, you will join the company on its quest to develop novel approaches for generalized AI that can understand and generate natural language.

About project:

The project is an API-first Language AI service (NLP-as-a-service platform) built for developers. Product-ready APIs, no-code Language Studio, and vertically pre-trained models allow every developer to deliver immediate value with zero risk. The company offers a set of NLP skills (summarization, topic detection, sales insights, etc.) that can be mixed and matched in a pipeline to process text via a single API call.

Your area of responsibility:

• Researching different NLP problems: reading scientific papers, analyzing the pros and cons of approaches, investigating the possible ways to deal with the current NLP issues and related models;
• Implementing novel solutions for NLP tasks based on both state-of-the-art deep learning architectures and classical computer linguistics approaches;
• Collaborating with machine learning developers to integrate NLP approaches for real-world problems.

Skills and requirements:

• Master’s degree or higher in Computer Science/Mathematics/Physics/Electric engineering or equivalent is a must;
• Strong theoretical background in Machine Learning;
• An understanding of linguistics’ theory and principles (semantic relations, parsing methods, etc.);
• 3+ years experience with conducting NLP research (Specifically: Text) using Deep Learning models (RNN, Transformers, etc) and frameworks (PyTorch, Tensorflow, etc.);
• 2+ years experience with Python;
• An in-depth understanding of one or more of the following: Information theory, Probability, and statistics, Bayesian methods;
• Ability to communicate in English at an Intermediate level or higher.

Will be a plus:

• Publications at top-tier conferences (i.e, ACL, EMNLP, ICML, NeurIPS);
• Experience with distributed DL;
• Experience with cloud ML (GCP, AWS, etc.).

We offer:

• Working in a team of talented and passionate engineers;
• Opportunity to work with the most trending technologies;
• Long-term enjoyable cooperation;
• Personal legal support;
• Payable vacation and sick days;
• Competitive salary depending on your own talents;
• Regular performance & career development reviews;
• Team building events.