Position: Data Science Engineer
Company: Svitla Systems
Category: Data Science
Experience required: 3y
English level: upper

**Requirements:**
- Proven experience as an NLP Engineer or similar role.
- Expertise in NLP techniques for text representation, semantic extraction techniques, data structures, and modeling.
- Ability to effectively design software architecture.
- Deep understanding of text representation techniques (such as n-grams, a bag of words, sentiment analysis, etc.), statistics and classification algorithms.
- Knowledge of Python, Java, and R.
- Ability to write robust and testable code.
- Experience with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn).
- Strong communication skills.
- An analytical mind with problem-solving abilities.
- Degree in Computer Science, Mathematics, Computational Linguistics, or similar field.

**Responsibilities:**
- Study and transform data science prototypes.
- Design NLP applications.
- Select appropriate annotated datasets for Supervised Learning methods.
- Use effective text representations to transform natural language into useful features.
- Find and implement the right algorithms and tools for NLP tasks.
- Develop NLP systems according to requirements.
- Train the developed model and run evaluation experiments.
- Perform statistical analysis of results and refine models.
- Extend ML libraries and frameworks to apply in NLP tasks.
- Remain updated in the rapidly changing field of machine learning.