S
1 month ago
Job Summary
We are looking for a Lead NLP Engineer for one of our investment products.
- Minimum Qualification: Degree
- Experience Level: Senior level
- Experience Length: 5 years
Job Description/Requirements
Upcoming tasks:
- Participation in the development and refinement of the ML service architecture to achieve the set goals.
- Creation and integration of the necessary ML models into the overall system for predicting the best dialogue continuation options.
- Configuration of the model training process to continuously improve the quality of suggested prompts.
- Integration of the system with related services.
- Data collection and preparation required for machine learning model training.
- Participation in the deployment and implementation of the developed solutions.
Requirements:
- Proficiency in mathematical algorithms of machine learning, understanding the fundamental model types, and assessing their performance criteria.
- Practical experience in applying basic NLP concepts (n-grams, skip-grams, tf-idf, etc.).
- Practical experience in the development and deployment of microservices.
- NLP domain expertise.
- Proficiency in Python.
- Knowledge of machine learning libraries (Scikit-learn, Pandas, Matplotlib, Numpy, Scipy, Sklearn).
- Familiarity with the Deep Learning framework PyTorch.
- Proficient use of the Linux/Unix operating system and version control system git.
- Ability to independently construct a pipeline.
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