Nlp - Data Scientist

5 days ago

Pune, India Quess IT Staffing Full time

**About Us**

“Magna Infotech, now Quess IT Staffing, is India’s largest IT staffing company with over 20 years of experience in staffing IT professionals in 300+ companies across levels and skillsets. Our 10,000+ associates deployed in 80+ cities and towns are proficient in over 500 technological skills. Our associates help enable cutting edge solutions some of the biggest names across industried. Quess IT Staffing is a division of Quess Corp Limited, India’s leading business services provider and largest domestic private sector employer. Quess Corp Limited is - ‘A Great Place to Work’ certified - a testament to our excellent culture, people, and processes.”

**About Company**

**Roles and Responsibility**
- Job Description

NLP - Data Scientist

Exp - 7 to 10years

Np
- 15days to Immediate

NLU Engineer responsibilities include transforming natural language data into useful features using NLP techniques to feed downstream algorithms. To succeed in this role, you should possess outstanding skills in statistical analysis, machine learning methods and text representation techniques.

Objective or goal is to develop efficient Natural Language Understanding models in the chatbot context.

**Responsibilities**:

- Study and transform data science prototypes
- Maintain existent training models up to date based on user input and strategic conversation intents
- Select appropriate annotated datasets for Supervised Learning methods
- Data preparation and data augmentation from a sample dataset
- 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
- Remain updated in the rapidly changing field of machine learning
- Requirements
- Proven experience as an NLU Engineer or similar role
- Understanding of NLP & NLU techniques for text representation, semantic extraction techniques, data structures and modeling
- Experience with Natural Language Understanding solutions like Microsoft LUIS or CLU
- Deep understanding of text representation techniques (such as n-grams, bag of words, embeddings etc), statistics and classification algorithms
- 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

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