Job Location: Poona
Job Detail:
- A Natural Language Understanding Specialist /NLP Engineer / AI trainer to help us improve our NLU solutions and create new NLP applications and chatbots.
- 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
- Design NLP applications and NLU models
- 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
- Extend ML libraries and frameworks to apply in NLP tasks
- 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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